System and method for maintaining efficiency of a fractal heat sink

Abstract
A heatsink comprising a heat exchange device having a plurality of heat exchange elements each having a surface boundary with respect to a heat transfer fluid, having successive elements or regions having varying size scales. According to one embodiment, an accumulation of dust or particles on a surface of the heatsink is reduced by a removal mechanism. The mechanism can be thermal pyrolysis, vibration, blowing, etc. In the case of vibration, adverse effects on the system to be cooled may be minimized by an active or passive vibration suppression system.
Description
FIELD OF THE INVENTION

This invention relates to the field of heatsinks or devices that transfer heat between a concentrated source or sink and a fluid, and systems and methods for maintaining the efficiency of the heatsink and cleaning heatsinks.


BACKGROUND OF THE INVENTION

A heat sink is a term for a component or assembly that transfers heat generated within a solid material to a fluid or gas medium, such as air or a liquid. A heat sink is typically designed to increase the surface area in contact with the cooling fluid or gas surrounding it, such as the air. Approach air velocity, choice of material, fin (or other protrusion) design and surface treatment are some of the design factors which influence the thermal resistance, i.e. thermal performance, of a heat sink. See, en.wikipedia.org/wiki/Heat_sink.


Heatsinks operate by removing heat from an object to be cooled into the surrounding air, gas or liquid through convection and radiation. Convection occurs when heat is either carried passively from one point to another by fluid motion (forced convection) or when heat itself causes fluid motion (free convection). When forced convection and free convection occur together, the process is termed mixed convection. Radiation occurs when energy, for example in the form of heat, travels through a medium or through space and is ultimately absorbed by another body. Thermal radiation is the process by which the surface of an object radiates its thermal energy in the form of electromagnetic waves. Infrared radiation from a common household radiator or electric heater is an example of thermal radiation, as is the heat and light (IR and visible EM waves) emitted by a glowing incandescent light bulb. Thermal radiation is generated when heat from the movement of charged particles within atoms is converted to electromagnetic radiation.


Heat transfer is the exchange of thermal energy between physical systems. The rate of heat transfer is dependent on the temperatures of the systems and the properties and states of the intervening medium through which the heat is transferred. The three fundamental modes of heat transfer are conduction, convection, and radiation. Heat transfer, the flow of energy in the form of heat, is a process by which a system changes its internal energy. The direction of heat transfer is from a region of high temperature to a region of lower temperature, and is governed by the Second Law of Thermodynamics. Heat transfer changes the internal energy of the respective systems, and occurs in a direction that increases the entropy of the collection of systems. Thermal equilibrium is reached when all involved bodies and the surroundings reach the same temperature. Thermodynamic and mechanical heat transfer is calculated with the heat transfer coefficient, the proportionality between the heat flux and the thermodynamic driving force for the flow of heat. See, Daniel Arovas, Lecture Notes on Thermodynamics and Statistical Mechanics (A Work in Progress), Department of Physics, University of California, San Diego, Nov. 14, 2013, expressly incorporated herein by reference in its entirety.


The fundamental modes of heat transfer are: Advection (the transport mechanism of a fluid from one location to another, and is dependent on motion and momentum of that fluid); Conduction or diffusion (the transfer of energy between objects that are in physical contact); Convection (The transfer of energy between an object and its environment, due to fluid motion); and Radiation (The transfer of energy by the emission of electromagnetic radiation in the infrared part of the spectrum).


Heat conduction occurs as hot, rapidly moving or vibrating atoms and molecules interact with neighboring atoms and molecules, transferring some of their energy (heat) to these neighboring particles. Conduction tends to be the most significant means of heat transfer within a solid or between solid objects in thermal contact. Heat transfer between the heat source and heat sink, as well as through the heat sink, are conductive transfer. Advection operates by transferring matter with its thermal energy, over space. Convective heat transfer, or convection, is the transfer of heat from one place to another by the movement of fluids, a process that is essentially the transfer of heat via mass transfer, and usually combines effects of heat conduction within the fluid (diffusion) and heat transference by bulk fluid flow streaming.


Convective cooling is sometimes described as Newton's law of cooling: The rate of heat loss of a body is proportional to the temperature difference between the body and its surroundings, however convective cooling sometimes deviates from this “law”. In general, convection is not linearly dependent on temperature gradients, and in some cases is strongly nonlinear.


radiative transfer between two objects is described by and T is the absolute temperature (in Kelvin or Rankine).


Radiance or spectral radiance is a measure of the quantity of radiation that passes through or is emitted. Radiant barriers are materials that reflect radiation, and therefore reduce the flow of heat from radiation sources. The effectiveness of a radiant barrier is indicated by its reflectivity, which is the fraction of radiation reflected. A material with a high reflectivity (at a given wavelength) has a low emissivity (at that same wavelength), and vice versa. At any specific wavelength, reflectivity=1−emissivity.


A heatsink tends to decrease the maximum temperature of the exposed surface, because the power is transferred to a larger volume. This leads to a possibility of diminishing return on larger heatsinks, since the radiative and convective dissipation tends to be related to the temperature differential between the heatsink surface and the external medium. Therefore, if the heatsink is oversized, the efficiency of heat shedding is poor. If the heatsink is undersized, the object may be insufficiently cooled, the surface of the heatsink dangerously hot, and the heat shedding not much greater than the object itself absent the heatsink.


A heat sink transfers thermal energy from a higher temperature to a lower temperature fluid or gas medium, by a process such as radiation, convection, and diffusion. The fluid medium is frequently air, but can also be water or in the case of heat exchangers, oil, and refrigerants. Fourier's law of heat conduction, simplified to a one-dimensional form in the direction x, shows that when there is a temperature gradient in a body, heat will be transferred from the higher temperature region to the lower temperature region. The rate at which heat is transferred by conduction, qk, is proportional to the product of the temperature gradient and the cross-sectional area through which heat is transferred:










q
k

=

k

A



d

T


d

x







(
1
)







where qk is the rate of conduction, k is a constant which depends on the heat-conducting material, A is the surface area through which the heat is conducted, and dT/dx is the temperature gradient, i.e., the rate of change of temperature with respect to distance (for simplicity, the equation is written in one dimension). Thus, according to Fourier's law (which is not the only consideration by any means), heatsinks benefit from having a large surface area exposed to the medium into which the heat is to be transferred.


When dust settles on a heatsink, the area changes (typically increases, but by coating a microstructured surface, the area may decrease), and the constant k will typically decrease, since the dust is not an optimized heat transfer material, and often is a heat insulating material. The result is significant loss of heatsink efficiency.


Consider a heat sink in a duct, where air flows through the duct, and the heat sink base is higher in temperature than the air. Assuming conservation of energy, for steady-state conditions, and applying the convection-cooling law, also known as the Newton's law of cooling, gives the following set of equations.











Q
.

=


m
.




c

p
,

i

n



(


T

air
,
out


-

T

air
,

i

n




)



,


Q
.

=



T

h

s


-

T


a

i

r

,

a

v





R

h

s




,


where



T

air
,

a

v




=



T


a

i

r

,

o

u

t



+

T

air
,

i

n




2


,





(
2
)

,

(
3
)

,

(
4
)








and custom character is the first derivative of the thermal energy








over


time

-

Q
.


=



d

Q


d

t


.





Using the mean air temperature is an assumption that is valid for relatively short heat sinks. When compact heat exchangers are calculated, the logarithmic mean air temperature is used. {dot over (m)} is the first derivative of mass over time, i.e., the air mass flow rate in kg/s.


The above equations show that when the airflow through or around the heat sink decreases, this results in an increase in the average air temperature. This in turn increases the heat sink base temperature. And additionally, the thermal resistance of the heat sink will also increase. The net result is a higher heat sink base temperature. The inlet air temperature relates strongly with the heat sink base temperature. Therefore, if there is no air or fluid flow around the heat sink, the energy dissipated to the air cannot be transferred to the ambient air. Therefore, the heat sink functions poorly.


The fractal or branching architecture may be compelled by the thermal transfer design, or other design constraint. For example, a fractal antenna may also serve as a heatsink, with the fractal features not critically optimized as comparted to other designs with respect to heat shedding. See, Casanova, Joaquin J., Jason A. Taylor, and Jenshan Lin. “Design of a 3-D fractal heatsink antenna.” Antennas and Wireless Propagation Letters, IEEE 9 (2010): 1061-1064, expressly incorporated herein by reference in its entirety.


See also, Dannelley, Daniel. Enhancement of extended surface heat transfer using fractal-like geometries. Diss. The University of Alabama TUSCALOOSA, 2013; and Lee, S. R., Li, Z. G., Wang, B. G., Chiou, H. S., 2005, “An Application of the Fractal Theory in the Design of Heat Sink for Precision Measurement Instrument,” Key Engineering Materials, 295-296, pp. 717-722, each of which is expressly incorporated herein by reference in its entirety.


If a heatsink is initially optimized, the accretion of dust at the surface will de-optimize the air flows and heat conductivity of heatsink fins, and also decrease efficiency on that basis.


Various methods have been proposed for removing dust from heatsink fins, including vibration (See, U.S. 20070058346; 20080121373; 20080121374; 20090272404; 6,544,309; 5,566,377; 8,203,840; 8,400,766), air jets, and the like.


There are various methods to reduce damage to substrates (e.g. semiconductors) while being subjected to vibrations (e.g. ultrasound) for purposes of cleaning (e.g. removing dust etc.). For example, the power intensity of vibration may be lowered using an attenuator, etc. (See, U.S. Pat. No. 6,679,272; US20060260638; WO2008086479A2, each of which is expressly incorporated herein by reference in its entirety).


The frequency of vibrations may be controlled to reduce the effect on nano-dimensioned structures on the substrate (US20130206165, is expressly incorporated herein by reference in its entirety). More generally, the sensitivity of the structure to be protected to vibration as a function of frequency may be determined, and the high sensitivity frequencies may be avoided.


The directionality of waves may be controlled using constructive interference (U.S. Pat. Nos. 6,276,370; 7,614,406, each of which is expressly incorporated herein by reference in its entirety). The angle of incidence of the vibrations onto substrate may be controlled (U.S. Pat. No. 7,238,085 expressly incorporated herein by reference in its entirety). That is, vibrations or shock waves from a transducer have a propagation direction, as they travel along a vector path. As a result, the vibrations may be cancelled by either active means, i.e. a second transducer, or passive means, by causing self-interference. In either case, the vibrations at a point may be cancelled, while in other regions, the vibrations may be significant.


It is noted that the vibrations used to facilitate cleaning may have low damage potential for the sensitive structures per se, but could cause damage as a result of resonances and constructive and/or destructive interference (U.S. Pat. No. 5,834,871; US20050003737, each of which is expressly incorporated herein by reference in its entirety). Therefore, the structures may be designed to avoid enhancement of the vibration amplitude at or near sensitive structures, while potentially ensuring resonances and constructive interference at distal structures where the vibration action is intended.


Thermal interfaces that are elastomeric in nature may be used to isolate the sensitive structures from vibrations (U.S. Pat. No. 6,002,588 expressly incorporated herein by reference in its entirety). Similarly through-holes may be provided within the substrate in order to dampen the vibrations (US20080017219 expressly incorporated herein by reference in its entirety). More generally, a selective thermally conductive vibration damping structure or material may be provided disposed along the path of vibrations from a source to the thermal emitter.


According to one set of embodiments, a transducer is provided to generate a standing wave field of vibrations. However, the sensitive structure is dispose outside of the standing wave. (US20130312787, expressly incorporated herein by reference in its entirety). For example, a transducer may be provided to launch standing waves into a bilateral structure, with the heat source provided along an orthogonal axis wherein vibrations from each side of the transducer bypass or destructively interfere at the heat source. The standing wave is intended to cause movement of the fine feature elements of the heatsink, to dislodge debris.


The heatsink may also be cleansed by controlling factors such as pressure, temperature, nature of cleaning fluid (US20050003737, expressly incorporated herein by reference in its entirety).


Other examples of situations, in which a heat sink has impaired efficiency: (a) pin fins have a lot of surface area, but the pins are so close together that air has a hard time flowing through them; (b) aligning a heat sink so that the fins are not in the direction of flow; (c) aligning the fins horizontally for a natural convection heat sink. Whilst a heat sink is stationary and there are no centrifugal forces and artificial gravity, air that is warmer than the ambient temperature always flows upward, given essentially-still-air surroundings; this is convective cooling.


The most common heat sink material is aluminum. Chemically pure aluminum is not used in the manufacture of heat sinks, but rather aluminum alloys. Aluminum alloy 1050A has one of the higher thermal conductivity values at 229 W/m·K. However, it is not recommended for machining, since it is a relatively soft material. Aluminum alloys 6061 and 6063 are the more commonly used aluminum alloys, with thermal conductivity values of 166 and 201 W/m·K, respectively. The aforementioned values are dependent on the temper of the alloy.


Copper is also used since it has around twice the conductivity of aluminum, but is three times as heavy as aluminum. Copper is also around four to six times more expensive than aluminum, but this is market dependent. Aluminum has the added advantage that it is able to be extruded, while copper cannot. Copper heat sinks are machined and skived. Another method of manufacture is to solder the fins into the heat sink base.


Another heat sink material that can be used is diamond. With a thermal conductivity value of 2000 W/m·K, it exceeds that of copper by a factor of five. In contrast to metals, where heat is conducted by delocalized electrons, lattice vibrations are responsible for diamond's very high thermal conductivity. For thermal management applications, the outstanding thermal conductivity and diffusivity of diamond are essential. CVD diamond may be used as a sub-mount for high-power integrated circuits and laser diodes.


Composite materials also can be used. Examples are a copper-tungsten pseudoalloy, AlSiC (silicon carbide in aluminum matrix), Dymalloy (diamond in copper-silver alloy matrix), and E-Material (beryllium oxide in beryllium matrix). Such materials are often used as substrates for chips, as their thermal expansion coefficient can be matched to ceramics and semiconductors.


Fin efficiency is one of the parameters which make a higher thermal conductivity material important. A fin of a heat sink may be considered to be a flat plate with heat flowing in one end and being dissipated into the surrounding fluid as it travels to the other. As heat flows through the fin, the combination of the thermal resistance of the heat sink impeding the flow and the heat lost due to convection, the temperature of the fin and, therefore, the heat transfer to the fluid, will decrease from the base to the end of the fin. This factor is called the fin efficiency and is defined as the actual heat transferred by the fin, divided by the heat transfer were the fin to be isothermal (hypothetically the fin having infinite thermal conductivity). Equations 5 and 6 are applicable for straight fins.











η
f

=


tanh

(

m


L
c


)


m


L
c




,


m


L
c


=




2


h
f



k


t
f





L
f









(
5
)

,

(
6
)








Where hf is the convection coefficient of the fin (Air: 10 to 100 W/(m2·K), Water: 500 to 10,000 W/(m2·K)); k is the thermal conductivity of the fin material (Aluminum: 120 to 240 W/(m2·K)); Lf is the fin height (m); and tf is the fin thickness (m).


Another parameter that concerns the thermal conductivity of the heat sink material is spreading resistance. Spreading resistance occurs when thermal energy is transferred from a small area to a larger area in a substance with finite thermal conductivity. In a heat sink, this means that heat does not distribute uniformly through the heat sink base. The spreading resistance phenomenon is shown by how the heat travels from the heat source location and causes a large temperature gradient between the heat source and the edges of the heat sink. This means that some fins are at a lower temperature than if the heat source were uniform across the base of the heat sink. This non-uniformity increases the heat sink's effective thermal resistance.


A pin fin heat sink is a heat sink that has pins that extend from its base. The pins can be, for example, cylindrical, elliptical or square/geometric polygonal. A second type of heat sink fin arrangement is the straight fin. These run the entire length of the heat sink. A variation on the straight fin heat sink is a cross cut heat sink. A straight fin heat sink is cut at regular intervals but at a coarser pitch than a pin fin type.


In general, the more surface area a heat sink has, the better it works. However, this is not always true. The concept of a pin fin heat sink is to try to pack as much surface area into a given volume as possible. As well, it works well in any orientation. Kordyban has compared the performance of a pin fin and a straight fin heat sink of similar dimensions. Although the pin fin has 194 cm2 surface area while the straight fin has 58 cm2, the temperature difference between the heat sink base and the ambient air for the pin fin is 50° C. For the straight fin it was 44° C. or 6° C. better than the pin fin. Pin fin heat sink performance is significantly better than straight fins when used in their intended application where the fluid flows axially along the pins rather than only tangentially across the pins. See, Kordyban, T., Hot air rises and heat sinks—Everything you know about cooling electronics is wrong, ASME Press, NY 1998.


Another configuration is the flared fin heat sink; its fins are not parallel to each other, but rather diverge with increasing distance from the base. Flaring the fins decreases flow resistance and makes more air go through the heat sink fin channel; otherwise, more air would bypass the fins. Slanting them keeps the overall dimensions the same, but offers longer fins. Forghan, et al. have published data on tests conducted on pin fin, straight fin and flared fin heat sinks. See, Forghan, F., Goldthwaite, D., Ulinski, M., Metghalchi, M., Experimental and Theoretical Investigation of Thermal Performance of Heat Sinks, ISME, May. 2001. They found that for low approach air velocity, typically around 1 m/s, the thermal performance is at least 20% better than straight fin heat sinks. Lasance and Eggink also found that for the bypass configurations that they tested, the flared heat sink performed better than the other heat sinks tested. See, Lasance, C. J. M and Eggink, H. J., A Method to Rank Heat Sinks in Practice: The Heat Sink Performance Tester, 21st IEEE SEMI-THERM Symposium 2001.


The heat transfer from the heatsink is mediated by two effects: conduction via the coolant, and thermal radiation. The surface of the heatsink influences its emissivity; shiny metal absorbs and radiates only a small amount of heat, while matte black is a good radiator. In coolant-mediated heat transfer, the contribution of radiation is generally small. A layer of coating on the heatsink can then be counterproductive, as its thermal resistance can impair heat flow from the fins to the coolant. Finned heatsinks with convective or forced flow will not benefit significantly from being colored. In situations with significant contribution of radiative cooling, e.g. in case of a flat non-finned panel acting as a heatsink with low airflow, the heatsink surface finish can play an important role. Matte-black surfaces will radiate much more efficiently than shiny bare metal. The importance of radiative vs. coolant-mediated heat transfer increases in situations with low ambient air pressure (e.g. high-altitude operations) or in vacuum (e.g. satellites in space). See, Fourier, J. B., 1822, Theorie analytique de la chaleur, Paris; Freeman, A., 1955, translation, Dover Publications, Inc, NY; Kordyban, T., 1998, Hot air rises and heat sinks—Everything you know about cooling electronics is wrong, ASME Press, NY; Anon, Unknown, “Heat sink selection”, Mechanical engineering department, San Jose State University [27 Jan. 2010]; www.engr.sjsu.edu/ndejong/ME %20146%20files/Heat %20Sink.ppt; Sergent, J. and Krum, A., 1998, Thermal management handbook for electronic assemblies, First Edition, McGraw-Hill; Incropera, F. P. and DeWitt, D. P., 1985, Introduction to heat transfer, John Wiley and sons, NY; Forghan, F., Goldthwaite, D., Ulinski, M., Metghalchi, M., 2001, Experimental and Theoretical Investigation of Thermal Performance of Heat Sinks, ISME May; Lasance, C. J. M and Eggink, H. J., 2001, A Method to Rank Heat Sinks in Practice: The Heat Sink Performance Tester, 21st IEEE SEMI-THERM Symposium; ludens.cl/Electron/Thermal.html; Lienard, J. H., IV & V, 2004, A Heat Transfer Textbook, Third edition, MIT; Saint-Gobain, 2004, “Thermal management solutions for electronic equipment” 22 Jul. 2008 www.fff.saint-gobain.com/Media/Documents/S0000000000000001036/ThermaCool %20Brochure.pdf; Jeggels, Y. U., Dobson, R. T., Jeggels, D. H., Comparison of the cooling performance between heat pipe and aluminium conductors for electronic equipment enclosures, Proceedings of the 14th International Heat Pipe Conference, Florianópolis, Brazil, 2007; Prstic, S., Iyengar, M., and Bar-Cohen, A., 2000, Bypass effect in high performance heat sinks, Proceedings of the International Thermal Science Seminar Bled, Slovenia, June 11-14; Mills, A. F., 1999, Heat transfer, Second edition, Prentice Hall; Potter, C. M. and Wiggert, D. C., 2002, Mechanics of fluid, Third Edition, Brooks/Cole; White, F. M., 1999, Fluid mechanics, Fourth edition, McGraw-Hill International; Azar, A, et al., 2009, “Heat sink testing methods and common oversights”, Qpedia Thermal E-Magazine, January 2009 Issue; www.qats.com/cpanel/UploadedPdf/January20092.pdf Several structurally complex heatsink designs are discussed in Hernon, US App. 2009/0321045, incorporated herein by reference.


The relationship between friction and convention in heatsinks is discussed by Frigus Primore in “A Method for Comparing Heat Sinks Based on Reynolds Analogy,” available at www.frigprim.com/downloads/Reynolds_analogy_heatsinks.PDF, last accessed Apr. 28, 2010. This article notes that for, plates, parallel plates, and cylinders to be cooled, it is necessary for the velocity of the surrounding fluid to be low in order to minimize mechanical power losses. However, larger surface flow velocities will increase the heat transfer efficiency, especially where the flow near the surface is turbulent, and substantially disrupts a stagnant surface boundary layer. Primore also discusses heatsink fin shapes and notes that no fin shape offers any heat dissipation or weight advantage compared with planar fins, and that straight fins minimize pressure losses while maximizing heat flow. Therefore, the art generally teaches that generally flat and planar surfaces are appropriate for most heatsinks.


Frigus Primore, “Natural Convection and Inclined Parallel Plates,” www.frigprim.com/articels2/parallel_pl_Inc.html, last accessed Apr. 29, 2010, discusses the use of natural convection (i.e., convection due to the thermal expansion of a gas surrounding a solid heatsink in normal operating conditions) to cool electronics. One of the design goals of various heatsinks is to increase the rate of natural convection. Primore suggests using parallel plates to attain this result. Once again, Primore notes that parallel plate heat sinks are the most efficient and attempts to define the optimal spacing and angle (relative to the direction of the fluid flow) of the heat sinks according to the equations in FIG. 1:


Optimum Plate Spacing










S

o

p

t


=





k
s

(

L

d

T


)



0
.
2


5


·
cos




(
γ
)



-

0
.
2



5







(
1
)










γ

o

p

t


=


a


tan

(


1

H


3

W


)




H
W


<

3









γ

o

p

t


=



π
4

-


0
.
5


0

8



(

H
W

)


-
1.237





H
W



>

3







Total Heat Dissipation










Q
.

=


k
v

·

k
γ

·

A
c

·

H

0
.
5


·

dT
1.5






(
2
)










k
γ

=




1
+


1
9




(

H
W

)

2







H
W


<

3









k
γ

=



0


.307
·


(

H
W

)



-
0


5




+

0


.696
·


(

H
W

)


-
0.5






H
W



>

3







Applied Equation

custom characterv·kv·kγ·Ac·H0.5·dTref1.5

    • dT=Temperature difference (K)

      Ac=W·D  (3)
    • ηv=Volumetric efficiency [− −]
    • custom character=Heat dissipation [W]


In another article titled “Natural Convection and Chimneys,” available at www.frigprim.com/articels2/parallel_plchim.html, last accessed Apr. 29, 2010, Frigus Primore discusses the use of parallel plates in chimney heat sinks. One purpose of this type of design is to combine more efficient natural convection with a chimney. Primore notes that the design suffers if there is laminar flow (which creates a re-circulation region in the fluid outlet, thereby completely eliminating the benefit of the chimney) but benefits if there is turbulent flow which allows heat to travel from the parallel plates into the chimney and surrounding fluid.


Batten, Paul, et al. “Sub-Grid Turbulence Modeling for Unsteady Flow with Acoustic Resonance,” available at www.metacomptech.com/cfd++/00-0473.pdf, last accessed Apr. 29, 2010, expressly incorporated herein by reference, discuss that when a fluid is flowing around an obstacle, localized geometric features, such as concave regions or cavities, create pockets of separated flow which can generate self-sustaining oscillations and acoustic resonance. The concave regions or cavities serve to substantially reduce narrow band acoustic resonance as compared to flat surfaces. This is beneficial to a heat sink in a turbulent flow environment because it allows for the reduction of oscillations and acoustic resonance, and therefore for an increase in the energy available for heat transfer.


Liu, S., et al., “Heat Transfer and Pressure Drop in Fractal Microchannel Heat Sink for Cooling of Electronic Chips,” 44 Heat Mass Transfer 221 (2007), discuss a heatsink with a “fractal-like branching flow network.” Liu's heatsink includes channels through which fluids would flow in order to exchange heat with the heatsink.


Y. J. Lee, “Enhanced Microchannel Heat Sinks Using Oblique Fins,” IPACK 2009-89059, similarly discusses a heat sink comprising a “fractal-shaped microchannel based on the fractal pattern of mammalian circulatory and respiratory system.” Lee's idea, similar to that of Liu, is that there would be channels inside the heatsink through which a fluid could flow to exchange heat with the heatsink. The stated improvement in Lee's heatsink is (1) the disruption of the thermal boundary layer development; and (2) the generation of secondary flows.


Pence, D. V., 2002, “Reduced Pumping Power and Wall Temperature in Microchannel Heat Sinks with Fractal-like Branching Channel Networks”, Microscale Thermophys. Eng. 5, pp. 293-311, mentions heatsinks that have fractal-like channels allowing fluid to enter into the heat sink. The described advantage of Pence's structure is increased exposure of the heat sink to the fluid and lower pressure drops of the fluid while in the heatsink.


In general, a properly designed heatsink system will take advantage of thermally induced convection or forced air (e.g., a fan). In general, a turbulent flow near the surface of the heatsink disturbs a stagnant surface layer, and improves performance. In many cases, the heatsink operates in a non-ideal environment subject to dust or oil; therefore, the heatsink design must accommodate the typical operating conditions, in addition to operation in the as-manufactured state.


Therefore, two factors appear to conflict in optimizing the configuration of an external: the surface configuration designed to disturb laminar flow patterns, create turbulence, and enhance convective heat transfer, and the desire to efficiently flow large volumes of heat transfer fluid (e.g., air), over the surfaces, which is enhanced by laminar (smooth) flow. Even in passive dissipative device, convective flow may be a significant factor, and reducing air flow volume and velocity by increasing the effective impedance can be counterproductive. On the other hand, in some cases, the amount of energy necessary to move the air is dwarfed by the problem to be solved. In many computing systems, the processors are thermally constrained, that is, the functioning of the processor is limited by the ability to shed heat. In such cases, innovative ways to improve the efficiency of heat transfer may yield significant benefit, even if in some regimes of operation they impose certain inefficiencies.


Prior art heatsink designs have traditionally concentrated on geometry that is Euclidian, involving structures such as the pin fins, straight fins, and flares discussed above.


N J Ryan, D A Stone, “Application of the FD-TD method to modelling the electromagnetic radiation from heatsinks”, IEEE International Conference on Electromagnetic Compatibility, 1997. 10th (1-3 Sep. 1997), pp: 119-124, discloses a fractal antenna which also serves as a heatsink in a radio frequency transmitter.


Lance Covert, Jenshan Lin, Dan Janning, Thomas Dalrymple, “5.8 GHz orientation-specific extruded-fin heatsink antennas for 3D RF system integration”, 23 Apr. 2008 DOI: 10.1002/mop.23478, Microwave and Optical Technology Letters Volume 50, Issue 7, pages 1826-1831, July 2008 also provide a heatsink which can be used as an antenna.


SUMMARY OF THE INVENTION

In a preferred embodiment, a heatsink employed according to the present technology provides a branched 3D network of elements, which have a high surface area and, especially, near the terminal branches, have microstructured surfaces. As a result, dust may accumulate on the surfaces, resulting in decreased surface area as the dust obscures the microstructuring, increased thermal resistance, and deoptimized air flow patterns. Therefore, various technologies may be provided to reduce or eliminate the dust deposition on the surfaces than may occur in real-world environments:

    • vacuum environment;
    • filtering of the incoming air which circulates around the heatsink, e.g., using a HEPA filter;
    • clean liquid heat transfer medium;
    • air jet(s) which operate continuously or periodically to dislodge dust particles;
    • inducing electrostatic charge on the dust particles to repel them from the surface of the heatsink;
    • high voltage electric fields with or without electric discharge to cause the dust particles to move in response to the fields;
    • pyrolizing the dust (or binding factors within the dust that cause sticking to the surfaces), such as by intermittent IR laser emissions, resistive heating of the terminal branches of the heatsink, radiative heating, combustion, or other processes;
    • narrowband vibration over a range of frequencies representing resonances in the branches of the heatsink;
    • impulse vibration (e.g., from a piezoelectric transducer);
    • use of shape memory alloys, and causing a transition through the Curie temperature to induce significant shape change, resulting in surface stresses to dislodge dust.


In various cases, the physical effect sought to be employed to prevent dust accumulation or to dislodge the dust may impair or risk impairing the device being protected by the heatsink. For example, pyrolysis of the dust or its binder requires high temperatures, which would normally diffuse back to the device being protected. However, according to the present technology, this can be prevented by focusing the effect on the terminal branches of the heatsink. For example, a catalytic coating on the tips of the heatsink branches would permit a sub-explosive mixture of a combustible gas to combust at the catalyst, while air flows on other portions of the heatsink could protect the device from overheating. Similarly, use of an infrared (or other wavelength) pulse laser would cause two distinct effects to reduce dust accumulation: first, the laser would heat the immediate region of the heatsink irradiated by the laser, and second, the rapid thermal expansion of the heated material would generate a pressure shock wave that would tend to fracture the aggregated dust material; the amount of heat used need not be significant with respect to the heat load capacity of the heatsink. Therefore, heat-based technologies may acceptably be employed to remove dust.


A current flowing through the branched heatsink would cause heating, with higher temperatures at the narrow terminal branches. The voltages associates with high currents flowing through a metallic heatsink are low, and would generally not cause damage to electronics unless flowing through a forward-biased junction. Therefore, if the heating was performed as periodic pulses, the tips of the branched network would heat, and that heating would tend to reduce binding of the dust and cause a thermal expansion that would cause a strain in the dust layer that would reduce adhesion. Therefore, the dust layer would be disrupted. Similarly, a current passing through a shape memory allow such as Nitinol, would cause mechanical stresses and strains that could disrupt a dust layer, without requiring high temperature excursions beyond the Curie temperature of the material.


The use of vibration, wither continuous or pulsed, may cause damage to the device protected by the heatsink. One way to protect the device is through a liquid or gel-like layer that does not support propagation of shear waves, and exciting the vibrations in a shear mode. As such, the liquid or gel interface, which may be a heat transfer paste, may isolate the device to be protected from the vibration. In some cases, an active vibration suppression technology may be employed, such as a piezoelectric transducer that emits a feedback controlled vibration to reduce the vibration experienced by the device to be protected.


Vibration is particularly interesting as a physical process to dislodge dust and debris and to maintain cleanliness of the heat exchange surfaces. The process imposes three constraints: first, vibration itself creates heat, which may or may not be a significant factor; second, many systems which generate heat may themselves be sensitive to vibration, for example bond wires of integrated circuits; and third, significant vibration may lead to fracture failure of the heatsink, bearing in mind that the vibration should have sufficient amplitude to generate inertia in the particulates at the surface to overcome the adhesive forces, and the movement may also create turbulence in the surrounding heat exchange media. In order to overcome these issues, a vibration isolator may be provided between the heat source and the source of vibration, which may be, for example, a piezoelectric element or electromagnetic element. The vibration isolator may be, for example, a plastic thermal transfer medium (e.g., a paste), a non-shear transmissive solid, such as a wire bundle (e.g., thin copper wires), an active vibration suppression interface, or the like. Further, the branching or fractal characteristics of the heatsink may be exploited to selectively transmit the vibrations distally from the source, by selecting the frequency or frequency range, vibration mode, etc., to generate significant movement of the distal branches of the heatsink, without unduly stressing the heat source. In another embodiment, the heatsink is “separable” from the heat source over a short period, and during that period, a large impulse is launched in the heatsink, to dislodge dust; the heatsink is thereafter reconnected to the source. In another embodiment, the heatsink is supported on an anisotropic mount (e.g., piston in cylinder), that provides good heat transfer, but does not support transmission of vibrations along at least one axis, which is then used as the axis of excitation for dust removal.


Electrostatic charge may cause damage to semiconductors. In order for electrostatic repulsion to be effective, the dust particles should be charged to a net charge of the same polarity as the heatsink, with an oppositely charged collector in the air flow path to divert the dust. The dust may be charged with a radioisotope, typically a low energy alpha or beta particle emitter, or through induced charge by charged plates, screen, or electron emitting surface. The voltages will typically be in the hundreds or low thousands of Volts, and in an environment that maintains such potential differences, discharge events may be common. If the device being protected or other nearby devices are static or static discharge sensitive, the result may be damage to the sensitive components. One way to reduce this issue is to dielectrically isolate the protected device from the electrically charged heatsink. For example, a high thermal conductivity layer, such as a diamond-like layer, may be provided as an electrical conduction barrier, with the sensitive device-side electrically grounded. This configuration might permit (or in some cases, encourage) dust deposition on the grounded portion of the heatsink and sensitive device; however, the structure of the branched network is such that accumulation of dust at the root of the branching network does not substantially impair heatsink operation.


In a vacuum environment, no dust is present, but convective heat transfer is prevented. Nevertheless, heat transfer through radiation may be sufficient, as fractal structures are known to be extremely efficient antennas for transmitting electromagnetic radiation. If the air passing over the heatsink is filtered with a HEPA filter, the presence of dust is significantly reduced, but the air-movement efficiency is also impaired. Air jets (typically with filtered air) may be aimed at portions of the heatsink and used to blow away accumulated dust. These have low efficiency with respect to the air in the jet being used as a heat transfer medium, but are efficient in removing dust. In some cases, an air jet can consolidate and densify loose dust, and therefore such jets should operate frequently, before significant dust accumulation can occur.


In a vacuum or radiative embodiment, the design of the exterior surface may be optimized to maximize emission (generally by maximizing hot surface area), and minimize recapture of radiated heat, among other constraints. This can generally be met by texturing the surface and avoiding hot parallel surfaces and especially by inclining surfaces with respect to each other. In three dimensions, the optimized radiant heatsink may be fractal, since these can be optimized to have high surface area, and obtuse relative angles. Likewise, more distal portions of the heatsink from the heat source may have more reflective surfaces than proximal portions, which may have greater emissivity. When such devices are subject to convective cooling as well, the recapture may be less of a factor in the overall efficiency, but should not be ignored, especially at the high temperature regions of the heatsink. In the convective case, the fluid may have entrained particles or dust, and this dust may be captured by or adhere to surfaces of the heatsink, reducing its efficiency by changing the shape and surface emissivity characteristics, changing the heat diffusion characteristics within the solid phases, and impairing convection.


A time-varying flow of a fluid, e.g., a heat exchange media, can be provided over the heatsink. This achieves a number of advantages. First, while a high flow rate peak may be an inefficient use of energy in terms of running the fan or pump, the high flow rate may assist in dislodging dust by inertia and turbulence. Second, the changes in flow rate will tend to create time-varying tensor flow patterns that increase the probability that the dust or debris will be at least temporarily dislodged from the surface and available for advective flow in the fluid medium. Third, the time varying flow, especially peak rates, can disrupt surface fluid boundary layers, increasing the advective component of the convective transfer process.


In some cases, non-adhesive particles may be entrained in the stream, to assist in removing surface debris. That is, while normally dust and particulates are sought to be avoided near the heatsink, by intentionally entraining specific particles, dust removal may be facilitated. For example, relatively dense particles entrained in a fluid flow can impact the surfaces of the heatsink, and as a result dislodge adherent dust or particles. While often a minor effect, the particles can themselves participate in conductive and advective heat transfer. Further, the heterogeneous fluid with particles can enhance turbulent flow patterns around the surfaces of the heatsink, enhancing heat flow from the surfaces. The heatsink system is typically a closed system, and therefore the entrained particles may then be recollected, filtered (to remove the undesired dust), and reused. In one embodiment, the particles are magnetic, and can therefore be collected magnetically, relaxing the need for a sealed system. Similarly, electrostatic particle collection technology may be employed. With respect to magnetic particles, the heatsink itself may be periodically magnetized, for cause the cool magnetic particles to stick, and thereafter demagnetized, permitting the heated magnetic particles to become free and entrained in the surrounding fluid, thus enhancing the advective heat transfer process. Similarly, in a vacuum or low pressure environment, transient contact of the particles (magnetic or otherwise) with the heat transfer surfaces may facilitate advective heat transfer as an adjunct to radiative heat transfer, and thus the particles need not be entrained in a fluid.


The result of the fluid flow process, especially under dynamically changing conditions, can be complex. For example, the flow can cause turbulent flow around the heat exchange elements, which induce complex pressure differentials, vibrations, and inertial flow patterns. Dynamically changing the flow rate or flow pattern can help distribute the turbulent dynamics over various regions of the heatsink surface. Thus, the entire surface of the heatsink need not be subject to continual high fluid flow rates, and only a small portion of the surface at any given time might be subject to a “jet” of fluid flow, thus reducing the energy disadvantage. Meanwhile, the jet may be strategically focused on portions of the heatsink intended to achieve particular effects. When the jet (or more generally, high flow rate stream) is focused or directed at the hot portion of the heatsink, higher convective heat transfer will occur. However, discontinuous high flow rates may be advantageous, since a reduced fluid flow on a region will tend to cause a diffusive heat transfer to the heat transfer material underlying the cooled surface, and thus lead to higher efficiency heat transfer when the jet or stream returns. Meanwhile, the jet or stream can be directed to other portions of the heatsink. This, in turn, causes dynamic temperature gradients within the heatsink, which can be controlled to causes pulsatile heating at the periphery of the heatsink, especially in a branched network. Thus, for example, in a fractal branched heatsink, the stream of fluid can be controlled to permit various regions of the heatsink to undergo heating and cooling cycles, such that the hot spots on the heatsink are dynamically controlled to be selectively cooled. While a model of the process may be employed, sensors, such as thermal sensors, thermal cameras, passive infrared sensors, optical camera with thermally responsive coating on the heatsink, or the like, may be used to monitor surface temperatures of the heatsink, and adaptively supply coolant as appropriate. Sensors may also be used to detect surface contamination of the heatsink, and a need for removal of the contamination, which may be by fluid jet, entrained particles, mechanical debris removal, or other means.


The fluid flow over the heatsink surface can also cause acoustic resonance, which in the case of a heatsink having a fractal geometry, can be, in the aggregate, a broadband resonance. The flow can be pulsatile, with pulses causing inertial transfer of energy to the debris on the surface, resulting in separation from the underlying heat exchange surface. The flow can also cause stress and strain on the debris coating on the surface, causing separation along the surface plane. In some, the time varying flow can effectively remove the accumulated surface debris. A static flow in some cases could also reduce accumulation, but it is noted that the static flow is presumed to be associated with the accumulation conditions, and maintenance of sufficient continuous flow conditions to remove accumulation may consume excess energy, noise, and abrasion of the heat exchange surfaces.


Liquid heatsinks typically provide for a flow of liquid within a tube or channel or confined space. (In some cases, a spray of a non-volatile fluid over an open heat transfer surface is provided, similar to a machining process). As a result, a relatively large body of heat transfer material is provided with channels provided therein. In such a design, the cross section area of the channels is relatively constant in the aggregate as the fluid travels through the branched channels. As a result, the linear velocity of the fluid flow will be constant. However, when one considers the logistics of a typical design, the flow channels are either planar or the design is radially symmetric.


In a planar configuration, a base of the heatsink interfaces with the heat source, and the fluid flows through the structure above the heat source to withdraw heat. See, Escher, W., B. Michel, and D. Poulikakos. “Efficiency of optimized bifurcating tree-like and parallel microchannel networks in the cooling of electronics.” International Journal of Heat and Mass Transfer 52.5 (2009): 1421-1430; Wang et al., “Flow and Thermal Characteristics of Offset Branching Network,” 12 Aug. 2009, International Journal of Thermal Science, Vol. 49, Pages 272-280; Yongping, Chen, et al. “Characteristics of Heat and Fluid Flow in Fractal Tree-like Channel Heat Sink [J].” Acta Aeronautica Et Astronautica Sinica 3 (2010): 008; Xu, Peng, et al. “Thermal characteristics of tree-shaped microchannel nets with/without loops.” International Journal of Thermal Sciences 48.11 (2009): 2139-2147; Liu, Shutian, Yongcun Zhang, and Peng Liu. “Heat transfer and pressure drop in fractal microchannel heat sink for cooling of electronic chips.” Heat and Mass Transfer 44.2 (2007): 221-227; Alharbi, Ali Y., Deborah V. Pence, and Rebecca N. Cullion. “Thermal characteristics of microscale fractal-like branching channels.” Journal of Heat Transfer 126.5 (2004): 744-752; Hong, F. J., et al. “Conjugate heat transfer in fractal-shaped microchannel network heat sink for integrated microelectronic cooling application.” International Journal of Heat and Mass Transfer 50.25 (2007): 4986-4998; Lee, Yong-Jiun, Poh-Seng Lee, and Siaw-Kiang Chou. “Enhanced microchannel heat sinks using oblique fins.” ASME 2009 InterPACK Conference collocated with the ASME 2009 Summer Heat Transfer Conference and the ASME 2009 3rd International Conference on Energy Sustainability, American Society of Mechanical Engineers, 2009; Senn, S. M., and D. Poulikakos. “Laminar mixing, heat transfer and pressure drop in tree-like microchannel nets and their application for thermal management in polymer electrolyte fuel cells.” Journal of Power Sources 130.1 (2004): 178-191; Xiangqi, Wang. “New approaches to micro-electronic component cooling.” PhD diss., 2007 (National University of Singapore); U.S. Pat. No. 6,688,381; US 2008037927; U.S. Pat. Nos. 6,333,852; 7,256,751. (All references cited hereinabove are expressly incorporated herein by reference.) The temperature gradient within the heatsink having a planar flow plane would generally be decreasing with distance away from the interface, with the bulk material in and near the fluid flow plane largely isothermal.


In a radially symmetric arrangement, typically a constant cross section branched solid heatsink (e.g., extruded), see e.g., U.S. Pat. No. 4,715,438; US 20080080137, US 20090050293; U.S. Pat. Nos. 8,295,046; 2,535,721, may be placed within a shell or confinement, and a contained fluid permitted to contact the exposed surfaces. In this case, the fluid path is not highly constrained, and the operating temperature may be unstable, for example due to nearly adiabatic movement of fluid masses as a result of density and viscosity differences of the heated fluid. An extruded heatsink is generally a suboptimal shape, since the more distal portions of the structure a constant higher surface by lower thermal gradient. Indeed, due to possible adiabatic movement of hot fluid, in some cases the fluid can heat portions of the heatsink.


A “structurally complex” heatsink is provided in US 20090321045, but without branching networks and without optimized regional heterogeneity.


In a closed, vacuum or filtered system, typically no accumulation of dust, debris or precipitate on the heat exchanger surface occurs.


The techniques discussed above may be classified in five schemes: prevention of deposition; mechanical removal of deposition; thermal degradation of typically organic material; shock waves or vibrations to disrupt surface layer debris; and dynamic configuration.


Most heatsinks are designed using a linear or exponential relationship of the heat transfer and dissipating elements. A known geometry which has not generally been employed is fractal geometry. Some fractals are random fractals, which are also termed chaotic or Brownian fractals and include random noise components. In deterministic fractal geometry, a self-similar structure results from the repetition of a design or motif (or “generator”) using a recursive algorithm, on a series of different size scales. As a result, certain types of fractal images or structures appear to have self-similarity over a broad range of scales. On the other hand, no two ranges within the design are identical.


A fractal is defined as “a rough or fragmented geometric shape that can be split into parts, each of which is (at least approximately) a reduced-size copy of the whole.” Mandelbrot, B. B. (1982). That is, there is a recursive algorithm which describes the structure. The Fractal Geometry of Nature. W.H. Freeman and Company. ISBN 0-7167-1186-9. This property is termed “self-similarity.” For a more detailed discussion of fractals, see the Wikipedia article thereon at en.wikipedia.org/wiki/Fractal incorporated herein by reference. Exemplary images of well-known fractal designs can also be viewed on the Wikipedia page. Due to the fact that fractals involve largely self-repeating patterns, each of which serves to increase the surface area in three-dimensional fractals (perimeter in two-dimensional fractals), three dimensional fractals in theory are characterized by infinite surface area (and two-dimensional fractals are characterized by infinite perimeter). In practical implementations, the scale of the smallest features, which remain true to the generating algorithm, may be 3-25 iterations of the algorithm. Less than three recursions, and the fractal nature is not apparent, while present manufacturing technologies limit the manufacture of objects with a large range of feature scales.


An “approximately” fractal structure is one that, while a true fractal is a result of infinite number of iterations leading sometimes to infinite length of the border (such as Koch snowflake), in reality, any manufactured fractal will be a result of finite number of iterations in the fractal algorithm: 2 or 3, but rarely more than 5 or 6. The approximate fractal design may display various symmetries, and typically has a branched architecture with a tapering cross section from the heat source to the periphery.


Fractal theory is related to chaos theory. See, en.wikipedia.org/wiki/Chaos_theory, expressly incorporated herein by reference. See, Sui, Y., Teo, C. J., Lee, P. S., Chew, Y. T., & Shu, C. (2010). Fluid flow and heat transfer in wavy microchannels. International Journal of Heat and Mass Transfer, 53(13), 2760-2772; Garibaldi, Dott Ing Pietro. Single-phase natural circulation loops: effects of geometry and heat sink temperature on dynamic behavior and stability. Diss. Ph. D. Thesis, 2008; Fichera, A., and A. Pagano. “Modelling and control of rectangular natural circulation loops.” International journal of heat and mass transfer 46.13 (2003): 2425-2444; Fichera, Alberto, et al. “A modeling strategy for rectangular thermal convection loops.” World Congress. Vol. 15. No. 1. 2002; Crane, Jackson T. Radial parallel plate flow with mechanical agitation. Diss. Massachusetts Institute of Technology, 2013, each of which is expressly incorporated herein by reference.


This fractal nature is useful in a heatsink because the rate at which heat is transferred from a surface, either through convection or through radiation, is typically related to, and increasing with, the surface area. Of course, due to limitations in the technology used to build these heatsinks, engineering compromise is expected. However a feature of an embodiment of the designs proposed herein is that vortices induced by fluid flow over a heat transfer surface will be chaotically distributed over various elements of the surface, thus disrupting the stagnant surface boundary layer and increasing the effective surface area available for heat transfer, while avoiding acoustic resonance which may be apparent from a regular array of structures which produce vortices and turbulence.


Further, a large physical surface area to volume ratio, which is generally useful in heatsink design, can still be obtained using the fractal model. In addition, fractal structures provide a plurality of concave regions or cavities, providing pockets of separated flow which can generate self-sustaining oscillations and acoustic resonance. These pockets serve to reduce the acoustic resonance in turbulent flowing fluid (as compared to flat or Euclidian surfaces), thus allowing for more effective heat transfer between the fractal structure and the surrounding fluid, thereby making the fractal structure ideal for a heatsink.


U.S. Pat. No. 7,256,751, issued to Cohen, incorporated herein by reference, discusses fractal antennas. In the background of this patent, Cohen discusses Kraus' research, noting that Euclidian antennas with low area (and therefore low perimeter) exhibit very low radiation resistance and are thus inefficient. Cohen notes that the advantages of fractal antennas, over traditional antennas with Euclidian geometries, is that they can maintain the small area, while having a larger perimeter, allowing for a higher radiation resistance. Also, Cohen's fractal antenna features non-harmonic resonance frequencies, good bandwidth, high efficiency, and an acceptable standing wave ratio.


In the instant invention, this same wave theory may be applied to fractal heatsinks, especially with respect to the interaction of the heat transfer fluid with the heatsink. Thus, while the heat conduction within a solid heatsink is typically not modeled as a wave (though modern thought applies phonon phenomena to graphene heat transport), the fluid surrounding the heating certainly is subject to wave phenomena, complex impedances, and indeed the chaotic nature of fluid eddies may interact with the chaotic surface configuration of the heatsink.


The efficiency of capturing electric waves in a fractal antenna, achieved by Cohen, in some cases can be translated into an efficiency transferring heat out of an object to be cooled in a fractal heatsink as described herein. See, Boris Yakobson, “Acoustic waves may cool microelectronics”, Nano Letters, ACS (2010). Some physics scholars have suggested that heat can be modeled as a set of phonons. Convection and thermal radiation can therefore be modeled as the movement of phonons. A phonon is a quasiparticle characterized by the quantization of the modes of lattice vibration of solid crystal structures. Any vibration by a single phonon is in the normal mode of classical mechanics, meaning that the lattice oscillates in the same frequency. Any other arbitrary lattice vibration can be considered a superposition of these elementary vibrations. Under the phonon model, heat travels in waves, with a wavelength on the order of 1 μm. In most materials, the phonons are incoherent, and, therefore, on macroscopic scales, the wave nature of heat transport is not apparent or exploitable.


The thermodynamic properties of a solid are directly related to its phonon structure. The entire set of all possible phonons combine in what is known as the phonon density of states which determines the heat capacity of a crystal. At absolute zero temperature (0 Kelvin or −273 Celsius), a crystal lattice lies in its ground state, and contains no phonons. A lattice at a non-zero temperature has an energy that is not constant, but fluctuates randomly about some mean value. These energy fluctuations are caused by random lattice vibrations, which can be viewed as a gas-like structure of phonons or thermal phonons. However, unlike the atoms which make up an ordinary gas, thermal phonons can be created and destroyed by random energy fluctuations. In the language of statistical mechanics this means that the chemical potential for adding a phonon is zero. For a more detailed description of phonon theory, see the Wikipedia article thereon available at en.wikipedia.org/wiki/Phonon (last accessed Apr. 16, 2010) incorporated herein by reference.


In certain materials, such as graphene, phonon transport phenomena are apparent at macroscopic levels, which make phonon impedance measurable and useful. Thus, if a graphene sheet were formed to resonate at a particular phonon wavelength, the resonant energy would not be emitted. On the other hand, if the graphene sheet were configured using a fractal geometry, the phonon impedance would be well controlled over a broad range of wavelengths, with sharp resonances at none, leading to an efficient energy dissipation device.


One aspect of the technology therefore employs a thermally responsive technology, such as a memory metal actuator (which may be passive or active), or other active or passive element, to change the configuration of the heatsink under various conditions. It is noted that in an automotive radiator, a thermostat is provided to shunt flow around the radiator when the engine is cool. This is distinguished herein, in various alternate ways. For example, a variable geometry heatsink according to the present technology may have an external surface exposed to an unconstrained heat transfer medium, such as air. See, Baurle, R. A., and D. R. Eklund. “Analysis of dual-mode hydrocarbon scramjet operation at Mach 4-6.5.” Journal of Propulsion and Power 18.5 (2002): 990-1002; Cockrell Jr, Charles E. “Technology Roadrnap for Dual-Mode Scramjet Propulsion to Support Space-Access Vision Vehicle Development.” (2002); Boudreau, Albert H. “Hypersonic air-breathing propulsion efforts in the air force research laboratory.” AIAA 3255.1 (2005): 10; Kay, Ira W., W. T. Peschke, and R. N. Guile. “Hydrocarbon-fueled scramjet combustor investigation.” Journal of Propulsion and Power 8.2 (1992): 507-512; Jackson, K., et al. “Calibration of a newly developed direct-connect high-enthalpy supersonic combustion research facility.” AIAA paper (1998): 98-1510; Donbar, J., et al. “Post-test analysis of flush-wall fuel injection experiments in a scramjet”, AIAA Paper 3197 (2001): 2001; Gruber, Mark, et al. “Newly developed direct-connect high-enthalpy supersonic combustion research facility.” Journal of Propulsion and Power 17.6 (2001): 1296-1304; Andrews, Earl H. “Scramjet development and testing in the United States”, AIAA paper 1927 (2001): 2001; Palac, Donald T., Charles J. Trefny, and Joseph M. Roche, Performance Evaluation of the NASA GTX RBCC Flowpath, NASA, Glenn Research Center, 2001; 2003/0155110; 2004/0187861; 2005/0245659; 2009/0016019; 2009/0321047; 2010/0089549; 2010/0236236, 2010/0252648; 2011/0174462; 2012/0293952; 2014/0360699; 4,654,092; 4,931,626; 5,371,753; 5,483,098; 5,548,481; 5,510,598; 6,128,188; 6,330,157; 6,689,486; 7,080,989; 7,778,029; 8,228,671; 8,385,066; JP 03-070162; JP 04-291750; JP 61-098565; JP 63-006915; WO 99/04429, each of which is expressly incorporated herein by reference in its entirety.


For example, in one embodiment, a thermodynamic model of the system, encompassing at least the heat source, the heat sink, the thermal transfer medium, and a device to induce thermal transfer medium flow, determines, under each set of conditions, the optimal configuration. For example, at low loads, the heat sink may operate passively, without flows induced by an active device to induce flow in the thermal transfer medium. In such a case, radiative heat transfer may be important, as well as thermally-induced convection. Under high loads, the active device to induce flow in the thermal transfer medium may induce maximum flows, and the heatsink configured for minimal turbulence with laminar flows where possible. In intermediate states, the system may assume a configuration which is optimized according to a cost function, which may involve the effect of heat/temperature on the heat source, energy consumed by the active device to induce flow in the thermal transfer medium, noise resulting from induced flow, etc. This allows efficient use of an “oversized” heatsink, since the heatsink characteristics are variably controlled. In these intermediate states of configuration, efficiency may be improved by allowing the heatsink to assume a variable configuration. Since the optimum heatsink configuration depends on, e.g., ambient temperature, humidity, atmospheric pressure, heat load, air flow rate, gravitational vector with respect to the heatsink, etc., the model should explore the range of combinations of the device to induce thermal transfer medium flow, the variable geometry, and to a lesser extent, control over the heat source. An example of the later is that for a given power dissipation, it may be more efficient to have thermal cycles reaching a maximum temperature than a constant temperature. During the cycles, the geometry may change. Indeed, if the system is not in a static steady state, the geometry may optimally change during or in anticipation of temperature changes. An example here is that as the heat source produces a heat peak, the heat diffuses over time through a solid heatsink material. There is a lag, and so the temperature of the heat source is different that the temperature of the heatsink, and the heatsink itself has variations in temperature at different positions. Typically, there is a single actuator which controls the entire heatsink, though this is not a limitation, and there may be multiple actuators to control different parts of the heatsink independently or semi-independently. The device to induce thermal transfer medium flow may have a variable flow rate, and also may have multiple independently controlled portions. However, as the heat begins to peak, the device to induce thermal transfer medium flow may also increase activity. This, in turn, can reduce the temperature of various portions of the heatsink, depending on the relationship of the device to induce thermal transfer medium flow and the variable geometry heatsink. Thus, the entire system may operate in a phased cyclic or dynamic manner, with asynchronous maxima and minima of the various functions.


In practice, a heatsink may be provided for a microprocessor having multiple cores. Under low load, the device to induce thermal transfer medium flow may be off, or at a low flow rate. The heatsink in this case optimally has the greatest spread for radiative and passive convective cooling. In case of a higher load, the processor itself may have the option of distributing the load over multiple cores, and spatially spreading the heat dissipation, or concentrating the load in a single core which may get hot. Since temperature differentials increase heat flow, the concentrated heat source may selectively transfer heat to sub-portion of the heatsink, and thus that portion may be able to efficiently shed the heat under the passive or low energy cost state. As the load further increases, the processor as a whole typically becomes thermally limited, and as a result, the entire die or processor complex is treated as a unitary source, spreading heat to all elements of the heatsink. Initially, the temperature is low, and the system would seek to operate in the most efficient state of the device to induce thermal transfer medium flow. This may include laminar flow over the heat dissipating elements of the heatsink. In the next regime, the heat increases, and as a result, the device to induce thermal transfer medium flow must increase its flow rate. At this point, a compromise may be made, between minimum energy cost (and thus a minimization of the energy to drive the device to induce thermal transfer medium flow), and effective heat dissipation. In this regime, the heatsink may be configured to induce turbulence in the medium flow around it. This, in turn, increases the resistance to flow, but reduces the boundary layer effect. Advantageously, in this regime, a fractal physical relationship of element of the heatsink may act to reduce peak acoustic emission with respect to frequency. Likewise, by avoiding sharp acoustic resonances, there may be a more effective transfer of heat with lower losses as acoustic energy. Further, the interaction of the elements of the heatsink may be further optimized to achieve higher efficiency. Finally, at maximum heat load, presumably at the limit of the heatsink, the system enters a maximum heat dissipation mode. For example, this mode is one traditionally analyzed as the maximum capacity of the heatsink and device to induce thermal transfer medium flow system, and as such would typically assume or nearly assume a traditional optimized geometry. However, both due to the fact that the system may include fractal geometry elements for other regimes of operation, and because these may be exploited to gain efficiencies over traditional symmetric and regular geometries, the maximum heart dissipation configuration may be somewhat different than a parallel plate heatsink, for example. Note that not all regions of the heatsink need to operate within the same regime at the same time, and even under a steady state heat load, may vary cyclically, randomly or chaotically (over a relevant timescale). In this case, the term “chaotically” is intended to assume its technical meaning under chaos and fractal theory, and not adopt a lay interpretation. On the other hand, “randomly” is intended to encompass true randomness, pseudorandom variations, and deterministic changes that over the relevant timescale have statistical characteristics that model randomness within an acceptable margin of error, the acceptability relating to achieving a suitable regime of operation. For example, because some attributes of turbulent flow are random, even though they are more technically chaotic, the random features may be used to advantage. For example, the device to induce thermal transfer medium flow may be subject to a tinsel type flow disruptor, which in some regimes appears to be a random variation in air flow speed, direction, vortex, etc. While this may increase noise, it also can create persistent disruptions in boundary layers, even on smooth and regular heatsink elements. That is, either the heatsink geometry and the device to induce thermal transfer medium flow, or both, may have fractal or chaotic tendencies.


According to one embodiment, the geometry involves branching elements, to increase surface area of the elements. An actuator may be used to alter angles or even to open and close branches. For example, a heatsink formed of a shape memory alloy (SMA) (such as Nitinol), may be produced by an additive manufacturing process, e.g., a 3D printer or 2.5D printer. Such a device may be thermally processed to have characteristic shape changes at temperature transitions, and indeed, the composition of the alloy may be controlled during fabrication to produce a variety of transition temperatures. Therefore, a 3D heatsink may be provided which inherently changes shape through a series of transitions as the temperature is increased and decreased. In this embodiment, the changes tend to be monotonic with increasing temperature, though by engineering the angles and physical configuration, the actual physical shape and heat dissipation properties may assume a non-monotonic function. Note that in this embodiment, it is generally preferred that only the branch points are formed of SMA, and the bulk be formed of a high thermal conductivity material, such as copper and/or silver, or to a lesser extent, aluminum.


According to another embodiment, actuators, which may be SMA, solenoids, or otherwise, are controlled to change the position of repositionable elements. In this case, independent control can be exercised which is not dependent on temperature, but typically, the number of controlled elements is more constrained due to manufacturing and control feasibility issues. The actuators may alter a spacing, angle, position, or engagement of heat sink elements. When a set of regularly spaced and sized elements are controlled according to a constant or spectrally-defined distribution, this can be controlled to operate within highly predictable regimes. On the other hand, if the elements are not regularly sized and spaced, or are controlled in irregular manner, the resulting fluid dynamics will likely require a statistical flow (e.g., Monte Carlo) analysis, rather than a simplifying presumption of static function. This will especially be the case if the thermal time-constants of the heat flow from the heat source, to the heatsink, and then to the heat transfer fluid, are near or within the range of time-constants of the turbulence or chaotically varying flows of the heat transfer fluid. Typically, the thermal heat transfer time-constants are longer than the turbulent or chaotic variation time-constants, and therefore this meeting this presumption requires either generating low frequency turbulent or chaotic variations of the heat transfer fluid medium, or making the heatsink (and perhaps other elements) with short time-constants, such as using short/thin/small elements, using phonon transport phenomena, or other means.


In another embodiment, the time-constant(s) of the thermal transfer medium flow is much shorter than the relevant thermal time-constants of the heat source and heatsink, and the purpose of the turbulent or chaotic disruption is to alter the convective heat transfer characteristics of the heatsink, such as reducing the boundary layers or making them dynamically changing over time and space.


Another aspect of the technology involves planar heatsinks, such as used in antenna designs. In this case, the present technology may have corresponding effect to that discussed above, especially where a device to induce thermal transfer medium flow is provided to cool a generally planar heatsink system. It is noted that any heatsink in actuality must be considered in three dimensions, and the fact that it may have expanses of a thin uniform thickness layer does not defeat use of three dimensional analysis to understand its functioning and optimization. In the case of a printed circuit board-type heatsink, a variable geometry is typically infeasible. Similarly, there a planar heatsink structure serves a secondary purpose, such as an antenna, the physical configuration is constrained by this other purpose. However, the device to induce thermal transfer medium flow is typically not so constrained, and therefore provides a controllable variable. Further, in many cases, the requirement for “thinness” of a 2D heatsink does not preclude texturing on an exposed surface, which itself may have a fractal variation.


In some cases, a variable geometry may be achieved by altering flow characteristics of thermal transfer medium flow, and for example, a deflector may be controlled to change a direction of impingement. Advantageously, a surface of a heatsink can have anisotropic features, which respond differently to different flow direction. Thus, the efficiency of the fan can be optimized other than by fan speed alone, to provide another control variable. This may have particular importance where the fan itself is highly constrained, and cannot simply be made oversized, or where energy efficiency is an overriding concern.


The technology is not limited to cooling gas fluids, and may encompass liquids. Typically, cooling liquids are recycled, and therefore operate within a physically closed system. Use of fractal branching fluid networks is known, but various principles discussed above, such as variable geometry, variations in flow rate over different regimes of operation, different directions of flow over surfaces, and intentional induction of chaotic flow patterns may be adopted to advantage.


Many fractal designs are characterized by concave regions or cavities. See, for example, FIGS. 2 and 3. While sets of concavities may be useful in improving aerodynamics and fluid dynamics to increase turbulence, if they are disposed in a regular array, they will likely produce an acoustic resonance, and may have peaks in a fluid impedance function. On the other hand, the multiscale nature of a fractal geometric design will allow the system to benefit from the concavities, while avoiding a narrowly tuned system.


The present technology proposes, according to one embodiment, a fractal-shaped heatsink for the purpose of dissipating heat. Benefits of a fractal heatsink, over a traditional heatsink having a Euclidian geometry may include: (1) the fractal heatsink has a greater surface area, allowing for more exposure of the hot device to the surrounding air or liquid and faster dissipation of heat; and (2) due to the plethora of concave structures or cavities in fractal structures, the fractal heatsink is better able to take advantage of turbulent flow mechanics than a traditional heatsink, resulting in heat entering and exiting the heatsink more quickly (3) acoustic properties, especially in forced convection systems.


The technology provides, according to various embodiments, a heatsink to cool an object through conduction (diffusion), convection and radiation. See, en.wikipedia.org/wiki/Heat_transfer.


With respect to conduction, the present technology observes that when heat energy is conducted by phonon transport, wave phenomena are pertinent, and thus a fractal branching network can advantageously be used to reduce reflections at discontinuities and decrease complex impedance. Further, a fractal geometry may assist in optimizing the cross-section area and surface area (for radiation and convective transfer) under given constraints.


With respect to convection, a fractal geometry may provide acoustic benefits, by distributing acoustic energy across a wide band, and thus ensuring “whiteness” of a noise spectrum and absence of sharp resonances. Further, a fractal geometry may provide high or maximum surface area, and produce turbulent cooling medium flows to reduce boundary later effects. Depending on the constraints imposed, a fractal geometry may also provide chimneys or defined flow paths through a network of elements, and thus control an impedance of coolant flow, though generally, a fractal branching network will produce higher flow impedance than corresponding smooth regular surfaces. In some cases, a textured surface or configuration (as might be achieved by a fractal geometry) can actually increase laminar flow some distance away from the surface, by creating a controlled disturbed intermediate layer.


With respect to radiation, a fractal geometry can avoid parallel surfaces which can limit radiative dissipation. For example, a parallel plate heatsink will radiatively transfer heat between the plates, and thus limit the effectiveness of radiation from the bulk of the surfaces as an effective dissipation mechanism. On the other hand, irregular angles and surface branches may help to avoid reabsorption of thermal radiation by the elements of the heatsink, and thus enhance radiative dissipation.


For the smallest heatsink elements, on the order of 10-100 nm, the focus of the heat transfer may be on radiation rather than convection. Electron emission and ionization may also be relevant. Larger heatsink elements, approximately >1 mm in size, will generally rely on convection as the primary form of heat transfer. In a fractal geometry system, elements spanning these regimes may be provided in a single system.


In one embodiment, the heatsink comprises a heat exchange device with a plurality of heat exchange elements having a fractal variation therebetween. A heat transfer fluid, such as air, water, or another gas or liquid, is induced to flow through the heat exchange device. The heat transfer fluid has turbulent portions. The fractal variation in the plurality of heat exchange elements substantially reduces the narrow band acoustic resonance resulting from fluid flow around the heatsink elements as compared to a heatsink having a linear or Euclidian geometric variation between the plurality heat exchange elements. The turbulent flow also disturbs the stagnant surface boundary layer, leading to more efficient heat transfer, but generally reduced flow rates for the same motive force. Note that, since turbulence dissipates energy, under some conditions, the heat added to the system by inducing the heat transfer fluid flow can be a significant factor.


When a heat transfer fluid (air, gas or liquid) is induced to flow over a surface, there may be turbulence in the fluid. The fractal shape of the heatsink would generally provide a range of physical size parameters, and thus for any given flow rate, would typically induce turbulent flow over some portion of a fractal geometry array. Notably, because the flow for a given heatsink may vary over a range of speeds, and the temperature and viscosity of the fluid varies over a range of conditions, a fractal geometry facilitates optimization over a range of parameters.


In fluid dynamics, turbulence or turbulent flow is a flow regime characterized by chaotic property changes. This includes low momentum diffusion, high momentum convection, and rapid variation of pressure and flow velocity in space and time. See, en.wikipedia.org/wiki/Turbulence; www.scholarpedia.org/article/Turbulence, expressly incorporated herein by reference. Flow in which the kinetic energy dies out due to the action of fluid molecular viscosity is called laminar flow. While there is no theorem relating the non-dimensional Reynolds number (Re) to turbulence, flows at Reynolds numbers larger than 5000 are typically (but not necessarily) turbulent, while those at low Reynolds numbers usually remain laminar. In Poiseuille flow, for example, turbulence can first be sustained if the Reynolds number is larger than a critical value of about 2040; moreover, the turbulence is generally interspersed with laminar flow until a larger Reynolds number of about 4000. In turbulent flow, unsteady vortices appear on many scales and interact with each other. Drag due to boundary layer skin friction increases. The structure and location of boundary layer separation often changes, sometimes resulting in a reduction of overall drag. Although laminar-turbulent transition is not governed by Reynolds number, the same transition occurs if the size of the object is gradually increased, or the viscosity of the fluid is decreased, or if the density of the fluid is increased. Turbulence is characterized by the following features: Irregularity: Turbulent flows are always highly irregular. For this reason, turbulence problems are normally treated statistically rather than deterministically. Turbulent flow is chaotic. However, not all chaotic flows are turbulent. Diffusivity: The readily available supply of energy in turbulent flows tends to accelerate the homogenization (mixing) of fluid mixtures. The characteristic which is responsible for the enhanced mixing and increased rates of mass, momentum and energy transports in a flow is called “diffusivity”. Rotationality: Turbulent flows have non-zero vorticity and are characterized by a strong three-dimensional vortex generation mechanism known as vortex stretching. In fluid dynamics, they are essentially vortices subjected to stretching associated with a corresponding increase of the component of vorticity in the stretching direction—due to the conservation of angular momentum. In general, the stretching mechanism implies thinning of the vortices in the direction perpendicular to the stretching direction due to volume conservation of fluid elements. As a result, the radial length scale of the vortices decreases and the larger flow structures break down into smaller structures. The process continues until the small scale structures are small enough that their kinetic energy can be transformed by the fluid's molecular viscosity into heat, i.e., atomic scale random motion. This is why turbulence is always rotational and three dimensional. Dissipation: To sustain turbulent flow, a persistent source of energy supply is required because turbulence dissipates rapidly as the kinetic energy is converted into internal energy by viscous shear stress. It therefore becomes apparent that, because turbulent flow is chaotic, an optimization of heatsink geometry responsive to chaotic features can achieve efficiencies over a range of operating regimes, and at particular operating regimes.


Turbulence causes the formation of eddies of many different length scales. Most of the kinetic energy of the turbulent motion is contained in the large-scale structures. The energy “cascades” from these large-scale structures to smaller scale structures by an inertial and essentially inviscid mechanism. This process continues, creating smaller and smaller structures which produces a hierarchy of eddies. Eventually this process creates structures that are small enough that molecular diffusion becomes important and viscous dissipation of energy finally takes place. The scale at which this happens is the Kolmogorov length scale.


Via this energy cascade, turbulent flow can be realized as a superposition of a spectrum of flow velocity fluctuations and eddies upon a mean flow. The eddies are loosely defined as coherent patterns of flow velocity, vorticity and pressure. Turbulent flows may be viewed as made of an entire hierarchy of eddies over a wide range of length scales and the hierarchy can be described by the energy spectrum that measures the energy in flow velocity fluctuations for each length scale (wavenumber). The scales in the energy cascade are generally uncontrollable and highly non-symmetric. Nevertheless, based on these length scales these eddies can be divided into three categories.


Integral length scales: Largest scales in the energy spectrum. These eddies obtain energy from the mean flow and also from each other. Thus, these are the energy production eddies which contain most of the energy. They have the large flow velocity fluctuation and are low in frequency. Integral scales are highly anisotropic. The maximum length of these scales is constrained by the characteristic length of the apparatus.


Kolmogorov length scales: Smallest scales in the spectrum that form the viscous sub-layer range. In this range, the energy input from nonlinear interactions and the energy drain from viscous dissipation are in exact balance. The small scales have high frequency, causing turbulence to be locally isotropic and homogeneous.


Taylor microscales: The intermediate scales between the largest and the smallest scales which make the inertial subrange. Taylor microscales are not dissipative scale but pass down the energy from the largest to the smallest. Taylor microscales play a dominant role in energy and momentum transfer in the wavenumber space.


The Russian mathematician Andrey Kolmogorov proposed the first statistical theory of turbulence, based on the aforementioned notion of the energy cascade (an idea originally introduced by Richardson) and the concept of self-similarity (e.g., fractal relationships). For very high Reynolds numbers, the small scale turbulent motions are statistically isotropic (i.e. no preferential spatial direction could be discerned). In general, the large scales of a flow are not isotropic, since they are determined by the particular geometrical features of the boundaries (the size characterizing the large scales will be denoted as L). Thus, Kolmogorov introduced a second hypothesis: for very high Reynolds numbers the statistics of small scales are universally and uniquely determined by the kinematic viscosity (v) and the rate of energy dissipation (s). With only these two parameters, the unique length (Kolmogorov length scale) that can be formed by dimensional analysis is






η
=



(


v
3

ε

)


1
/
4


.





A turbulent flow is characterized by a hierarchy of scales through which the energy cascade takes place. Dissipation of kinetic energy takes place at scales of the order of Kolmogorov length η, while the input of energy into the cascade comes from the decay of the large scales, of order L. These two scales at the extremes of the cascade can differ by several orders of magnitude at high Reynolds numbers. In between there is a range of scales (each one with its own characteristic length r) that has formed at the expense of the energy of the large ones. These scales are very large compared with the Kolmogorov length, but still very small compared with the large scale of the flow (i.e., η<<r<<L). Since eddies in this range are much larger than the dissipative eddies that exist at Kolmogorov scales, kinetic energy is essentially not dissipated in this range, and it is merely transferred to smaller scales until viscous effects become important as the order of the Kolmogorov scale is approached. Within this range inertial effects are still much larger than viscous effects, and it is possible to assume that viscosity does not play a role in their internal dynamics (for this reason this range is called “inertial range”). Kolmogorov theory is at present under revision. The theory implicitly assumes that the turbulence is statistically self-similar at different scales. This essentially means that the statistics are scale-invariant in the inertial range. However, there is evidence that turbulent flows deviate from this idealized behavior. See,


Davidson, P. A. (2004). Turbulence: An Introduction for Scientists and Engineers. Oxford University Press. ISBN 978-0-19-852949-1;


G. Falkovich, Scholarpedia, “Cascade and scaling” scholarpedia.org;


Jin, Y.; Uth, M. F.; Kuznetsov, A. V.; Herwig, H. (2 Feb. 2015). “Numerical investigation of the possibility of macroscopic turbulence in porous media: a direct numerical simulation study”. Journal of Fluid Mechanics 766: 76-103. Bibcode:2015JFM . . . 766 . . . 76J. doi:10.1017/jfm.2015.9;


G Falkovich and K. R. Sreenivasan. Lessons from hydrodynamic turbulence, Physics Today, vol. 59, no. 4, pages 43-49 (April 2006);


J. Cardy, G. Falkovich and K. Gawedzki (2008) Non-equilibrium statistical mechanics and turbulence. Cambridge University Press;


P. A. Durbin and B. A. Pettersson Reif. Statistical Theory and Modeling for Turbulent Flows. Johns Wiley & Sons, 2001;


T. Bohr, M. H. Jensen, G. Paladin and A. Vulpiani. Dynamical Systems Approach to Turbulence, Cambridge University Press, 1998;


J. M. McDonough (2007). Introductory Lectures on Turbulence—Physics, Mathematics, and Modeling;


Kolmogorov, Andrey Nikolaevich (1941). “The local structure of turbulence in incompressible viscous fluid for very large Reynolds numbers”. Proceedings of the USSR Academy of Sciences (in Russian) 30: 299-303., translated into English by V. Levin: Kolmogorov, Andrey Nikolaevich (Jul. 8, 1991). Proceedings of the Royal Society A 434 (1991): 9-13. Bibcode:1991RSPSA.434 . . . 9K. doi:10.1098/rspa.1991.0075; Kolmogorov, Andrey Nikolaevich (1941). “Dissipation of Energy in the Locally Isotropic Turbulence”. Proceedings of the USSR Academy of Sciences (in Russian) 32: 16-18., translated into English by Kolmogorov, Andrey Nikolaevich (Jul. 8, 1991). Proceedings of the Royal Society A 434 (1980): 15-17. Bibcode:1991RSPSA.434 . . . 15K. doi:10.1098/rspa.1991.0076;


G. K. Batchelor, The theory of homogeneous turbulence. Cambridge University Press, 1953.


Therefore, the efficiency of heat transfer may be increased as compared to a heat exchange device having a linear or Euclidian geometric variation between several heat exchange elements, at least over certain regimes of operation.


The heat exchange device may include a highly conductive substance whose heat conductivity exceeds 850 W/(m·K). Examples of such superconductors include graphene, diamond, and diamond-like coatings. Alternatively, the heat exchange device may include carbon nanotubes. At such high thermal conductivities, phonon heat transport may be at play.


A heatsink according to the present technology may be manufactured, for example, as a 3D print or as a casting. Further, a cast design may be produced by a lost wax or lost foam design from a 3D printed form or template. Thus, in practice, a design is generated on a computer-aided design (CAD) system, which may, for example, employ algorithms to optimize the shape according to various criteria, such as size, weight, heat load, air flow, other convective heat transfer parameters, infrared radiation recapture, and other criteria. The design is then converted, by a computer assisted manufacturing (CAM) system, such as an additive manufacturing “3D” printer or 2.5D printer (layers), into a form. The form, if produced using a metal sintering or ceramic process, may itself be a heatsink, though more typically the form is a polymer, which can then be used to create a mold. The mold, in turn, can be used to create multiple templates, which can be used in a casting process. As a result, relatively complex mechanical designs can be replicated in volume. In some cases, when the heatsink is molded, the metal may be heterogeneous, resulting in a range of properties over different regions of the mold.


The design, in some cases, will result in a fractal shape, which may have branches or multiple levels of branches, with multiple characteristic scales, which may have some symmetries or repetitions, or be absent symmetries and repetitions. A design which lacks symmetries or repetitions, and is self-similar at various scales, is considered “fractal”. A design which adopts some of these characteristics, or functionally emulates some of these characteristics, is considered “fractal-like”. A design representing an array of uniform, repeating elements of the same scale is generally considered non-fractal. In some cases, a branching array having multi-way symmetry may in some cases be considered fractal-like. A multiscale fractal (i.e., with asymmetries within each scale range) with outwardly tapering branches will tend to carry and dissipate heat further from the heat source than a symmetric design, since by nature the larger cross section branches will carry hear further than their smaller, higher surface area per mass cousin branches, and the asymmetry will tend to assure that some branches indeed have larger cross sections; however, this is not the only effect to be obtained. Since the fractal is typically generated by an iterative function system (IFS) responsive to its local environment, the fractal may be optimized by a steering function to steer heat flow to areas with highest convective heat loss, while avoiding heat flow toward branches which do not efficiently shed heat. Similarly, in a vacuum heatsink emitter, the heat loss tends to be radiative, and the optimization can address maximization of net radiative heat loss within the constrained environment.


The present technology, in an ambient atmosphere, may be subject to dust or fiber buildup due to particulates in the flow of cooling air. Filtering of the air to completely remove such particulates is inefficient, since the required filter would require significant energy to operate, and that energy both increases the heat load of the aggregate system to be shed, increases power consumption, and presents a compromise with respect to use of the same energy of more globally, system manufacturing and operating cost, that could be reallocated to a net higher efficiency, such as a heatsink with less susceptibility to dust or fiber deposition and a higher cooling air flow rate. However, the dust deposition may be modelled, and included within a design equation, e.g., an iterative function system, for generating an optimal heatsink which may have resulting fractal or fractal-like features.


As discussed herein, there are a number of strategies available to remove dust that has accumulated on the heatsink surfaces, and the system, including the heat source, heatsink, dust, air flow (e.g., fan) system, as well as the dust abatement system, may be together modelled. This model will typically have a time variance, and the operating point of the aggregate system may change over time, especially if the dust abatement system operates discontinuously. In such a system, the heat flow vectors within the heatsink may change over time in relative magnitude to each other, and the design system therefore typically models the system over its range of operation. In one embodiment, a fan controller (typically the only controllable part of the heatsink) may be controlled based not simply on a temperature and/or temperature rise rate of the heatsink, but also a convective and fluid dynamic model of the system, including measured or estimate dust, fiber, debris, etc. The fan controller may in some cases speed up the fan in an attempt to flow off dust, or create turbulence to disrupt dust, or to create velocity/pressure gradient dependent flow patterns around the heatsink to achieve efficient and/or optimal heat transfer. Maintaining low operating temperatures of the heat source and energy cost are not necessarily the only critical variables, and therefore in some cases, the fan will run at a fan speed which is energy-inefficient with respect to the lowest speed (lowest energy cost) that will achieve the desired cooling of the heat source.


The controller may also implement an acoustic/sonic model, especially where turbulent air flow is intentionally created, and the model may be used to ensure that acoustic emissions are not objectionable or outside of a predetermined or adaptive limit. See, U.S. Pat. No. 6,850,252, expressly incorporated herein by reference. Likewise, in some cases, the sounds emitted by the heatsink system may be intentionally timed to external cues.


Various variations on this heatsink will be apparent to skilled persons in the art. For example, the heatsink could include a heat transfer surface that is connected to the heat exchange device and is designed to accept a solid to be cooled. Alternatively, there could be a connector that is designed to connect with a solid to be cooled in at least one point. In another embodiment, there are at least three connectors serving to keep the solid and the heatsink in a fixed position relative to one another. Various connectors will be apparent to persons skilled in the art. For example, the connector could be a point connector, a bus, a wire, a planar connector or a three-dimensional connector. In another embodiment, the heatsink has an aperture or void in the center thereof designed to accept a solid to be cooled. The heatsink may also be integral to the heat source, or attached by other means.


This heatsink is typically intended to be used to cool objects, and may be part of a passive or active system. Modern three-dimensional laser and liquid printers can create objects such as the heatsinks described herein with a resolution of features on the order of about 16 μm, making it feasible for those of skilled in the art to use such fabrication technologies to produce objects with a size below 25 cm. Alternatively, larger heatsinks, such as car radiators, can be manufactured in a traditional manner, designed with an architecture of elements having a fractal configuration. For example, a liquid-to-gas heat exchanger (radiator) may be provided in which segments of fluid flow conduit have a fractal relationship over three levels of recursion, i.e., paths with an average of at least two branches. Other fractal design concepts may be applied concurrently, as may be appropriate.


Yet another embodiment of the invention involves a method of cooling a solid by connecting the solid with a heatsink. The heatsink comprises a heat exchange device having a plurality of heat exchange elements having a fractal variation therebetween. A heat transfer fluid having turbulent portions is induced to flow with respect to the plurality of heat exchange elements. The fractal variation in the plurality of heat exchange elements serves to substantially reduce narrow band resonance as compared to a corresponding heat exchange device having a linear or Euclidean geometric variation between a plurality of heat exchange elements.


A preferred embodiment provides a surface of a solid heatsink, e.g., an internal or external surface, having fluid thermodynamical properties adapted to generate an asymmetric pattern of vortices over the surface over a range of fluid flow rates. For example, the range may comprise a range of natural convective fluid flow rates arising from use of the heatsink to cool a heat-emissive object. The range may also comprise a range of flow rates arising from a forced convective flow (e.g., a fan) over the heatsink.


The heatsink may cool an unconstrained or uncontained fluid, generally over an external surface of a heatsink, or a constrained or contained fluid, generally within an internal surface of a heatsink.


It is therefore an object of the present invention to provide a heatsink system comprising: a base structure configured to interface with a heat source; a heat exchange device configured to receive heat from the base structure, and emit the received heat from a heat exchange surface, into an external surrounding heat exchange medium, the heat exchange surface being subject to accumulation of particles; and a particle dislodging device configured to mechanically disrupt an accumulation of particles on the plurality of heat exchange elements.


It is also an object of the present invention to provide a method of heat transfer, comprising: providing a base structure configured to interface with a heat source; receiving heat from the base structure with a heat exchange device configured to emit the received heat from a heat exchange surface, into an external surrounding heat exchange medium; and reducing an accumulation of particles on the heat exchange surface with at least one of a particle degrading device and a particle dislodging device.


It is a further object of the present invention to provide a heatsink comprising: a base structure configured to interface with a heat source; a heat exchange device configured to receive heat from the base structure, and emit the received heat from a heat exchange surface, into an external surrounding heat exchange medium, the heat exchange surface being subject to accumulation of particles; and a particle degrading device configured to chemically degrade an accumulation of particles on the plurality of heat exchange elements.


It is a still further object of the present invention to provide a system comprising: a fractal heat exchange device comprising: a base structure configured to interface with a heat source; a plurality of heat exchange elements having approximately fractal geometry, the plurality of heat exchange elements attached to the base structure, configured to receive heat from the base structure and emit the heat into an external surrounding through radiation and convection in heat exchange medium; and a pyrolizer to pyrolize dust particles.


Another object of the present invention provides a method of heat transfer comprising providing a base structure configured to interface with a first heat source; receiving heat from the base structure with a fractal heat exchange device configured to emit the received heat from a plurality of heat exchange elements, into an external surrounding heat exchange medium; providing a second heat source distant from the first heat source, the second heat source used to heat dust particles in a vicinity of the first heat source; pyrolizing dust particles using heat from the second heat source; and dissipating the heat used to pyrolize dust particles.


A still further object of the present invention provides a fractal heat exchange device comprising: a base structure configured to interface with a heat source; a plurality of heat exchange elements having approximately fractal geometry, the a plurality of heat exchange elements attached to the base structure and configured to receive heat from the base structure and emit the heat into an external surrounding through radiation and convection in heat exchange medium; and a vibrator to vibrate at least a subset of the plurality of heat exchange elements to dislodge dust particles from heat exchange elements, wherein the base structure comprises vibration isolator to prevent vibrations from damaging the heat source. The vibrator may be one of a piezoelectric transducer and electromagnetic transducer. The vibration isolator may be one of a plastic thermal transfer medium, a non-shear transmissive solid and an active vibration suppression interface. The non-shear transmissive solid may be a copper wire bundle. The base structure may further comprise an anisotropic vibration transmissive mount to isolate vibrations from the heat source. The anisotropic vibration transmissive mount may comprise a piston in a cylinder.


Another object of the present invention provides a method of heat exchange comprising: providing a base structure configured to interface with a heat source; receiving heat from the base structure with a heat exchange device configured to emit the received heat from a plurality of heat exchange elements, into an external surrounding heat exchange medium; providing a source of vibration to vibrate the plurality of heat exchange elements; vibrating the plurality of heat exchange elements to dislodge dust particles therefrom; and dissipating vibrations before they reach the heat source.


It is also an object of the present invention to provide a method heat exchange comprising: providing a base structure configured to interface with a heat source; receiving heat from the base structure with a heat exchange device configured to emit the received heat from a plurality of heat exchange elements, into an external surrounding heat exchange medium; providing a time-varying flow of the heat exchange medium over the plurality of heat exchange elements; and dislodging dust particles accumulated on the plurality of heat exchange elements.


It is a still further object of the present invention to provide a fractal heat exchange device comprising: a base structure configured to interface with a heat source; a plurality of heat exchange elements having approximately fractal geometry, the a plurality of heat exchange elements attached to the base structure and being configured to receive heat from the base structure and emit the heat into an external surrounding through radiation and convection in heat exchange medium; an electrostatic charge generator; and an electrostatic discharge device, wherein the electrostatic charge generator is configured to induce static electricity on a surface of at least a portion of the plurality of heat exchange elements to repel dust particles from accumulating thereon.


It is another object of the present invention to provide a method of heat exchange comprising: providing a base structure configured to interface with a heat source; receiving heat from the base structure with a heat exchange device configured to emit the received heat from a plurality of heat exchange elements, into an external surrounding heat exchange medium; inducing a first static electric charge having a polarity on the surface of at least a portion of the a plurality of heat exchange elements; and inducing a second static electric charge on dust particles, the second static electric charge having the same polarity as the polarity of the first static electric charge.


Another object of the present invention is to provide a system comprising: a fractal heat exchange device, the heat exchange device further comprising: a base structure configured to interface with a heat source; a plurality of heat exchange elements having approximately fractal geometry, the plurality of heat exchange elements being attached to the base structure and being configured to receive heat from the base structure and emit the heat into an external surrounding heat transfer medium by radiation and convection; and at least one of a fan and a compressor, configured to induce a time-varying flow of the heat transfer medium over the plurality of heat exchange elements, wherein at least portions of the time varying flow of the heat transfer medium over the plurality of heat exchange elements are turbulent, having a turbulence pattern that changes over time.


The particle-dislodging device may comprise a vibrator configured to vibrate a plurality of heat exchange elements comprising the heat exchange surface. The particle-dislodging device may also comprise at least one of a piezoelectric transducer and an electromagnetic transducer. The particle-dislodging device may also comprise a rotating motor configured to induce a vibration in the plurality of heat exchange elements. The particle-dislodging device may also comprise a fan or pump configured to induce a time-varying flow of heat exchange media over the plurality of heat exchange elements. The time-varying flow of heat exchange media may comprise entrained particles or liquid, e.g., a gas-liquid mixture. The particle-dislodging device may further comprise an electrostatic charge generator. The particle-dislodging device may also comprise an electrostatic discharge device. The particle-dislodging device may comprise at least one shape memory alloy. The particle dislodging system may comprise an electrical-vibration transducer and an oscillating signal generator, receiving a feedback signal from the feedback transducer, configured to excite the vibration transducer. The particle-dislodging device may comprise a fan or compressor, configured to induce a flow of a gaseous heat transfer medium over a plurality of heat exchange elements of the heat exchange surface. The particle dislodging device may comprise a fan or compressor, configured to induce a flow of a gaseous heat transfer medium over the heat exchange surface along at least one vector, having at least one control input, wherein the at least one vector is altered in dependence on the at least one control input.


The system may further comprise at least one a vibrational transducer, controlled to cancel vibrations at the base structure produced by the particle-dislodging device. A vibration damper may be provided, configured to damp vibrations at the base structure. A feedback transducer may be provided, configured to detect vibrations.


The heat exchange surface may comprise a plurality of heat exchange elements having resonances over a range of frequencies, and the particle-dislodging device comprises an electrical-vibration transducer and an oscillating signal generator, configured to generate vibrations over the range of frequencies, to resonate the plurality of heat exchange elements. The heat exchange surface may also comprise a plurality of heat exchange elements having characteristic dimensions over at least two orders of size scales. The heat exchange surface may comprise a plurality of heat exchange elements, and the particle-dislodging device may comprise an actuator configured to alter at least one spatial relationship of a first of the plurality of heat exchange elements with respect to a second of the plurality of heat exchange elements. The actuator may be a passively activated member responsive to temperature. The actuator may also be actively controlled by an automated electronic processor in dependence on a computational heat exchange model of the heatsink system.


The accumulation of particles on the heat exchange element may be reduced with a particle-degrading device. The particle-degrading device may comprise a pyrolizer, degrading the particles by pyrolysis. The particle-degrading device may also comprise a pump configured to cause a time varying flow of a liquid solvent entrained in a gas heat exchange medium on the heat exchange surface. The particle-degrading device may comprise a laser. The particle-degrading device may comprise an electrical discharge plasma emitter.


The accumulation of particles on the heat exchange surface may be reduced by vibration. The accumulation of particles on the heat exchange surface may be reduced with a piezoelectric transducer. The accumulation of particles on the heat exchange surface may be reduced with an electromagnetic transducer. The accumulation of particles on the heat exchange surface may be reduced with a rotating motor configured to induce a vibration in the plurality of heat exchange elements. The accumulation of particles on the heat exchange surface may be reduced with at least one active system, which induces a time-varying flow of heat exchange media over the heat exchange surface. The time-varying flow of heat exchange media may comprise entrained particles. The time-varying flow of heat exchange media may comprise a liquid mixed with a gas. The method may further comprise inducing a flow of a gaseous heat transfer medium comprising an entrained solvent over the plurality of heat exchange elements. The accumulation of particles on the heat exchange surface may be reduced by generating an electrostatic charge. The accumulation of particles on the heat exchange surface may be reduced by use of an electrostatic discharge generator. The accumulation of particles on the heat exchange surface may be reduced by heating and cooling at least one shape memory alloy. The accumulation of particles on the heat exchange surface may be reduced by selectively activating a laser. The accumulation of particles on the heat exchange surface may be reduced by inducing transient thermal changes proximate to the heat exchange surface. The accumulation of particles on the heat exchange surface may be reduced by selectively generating vibrations with a vibrational transducer, controlled to cancel vibrations at the base structure. The accumulation of particles on the heat exchange surface may be reduced by inducing vibrations in a plurality of heat exchange elements of the heat exchange surface, and damping vibrations at the base structure. The accumulation of particles on the heat exchange surface may be reduced by inducing a flow of a gaseous heat transfer medium over the heat exchange elements along at least one vector, having at least one control input, wherein the at least one vector is altered in dependence on the at least one control input.


The method may further comprise detecting vibrations with a feedback transducer, and generating vibration with an electrical-vibration transducer in dependence on a signal received from the feedback transducer. The heat exchange surface comprises a plurality of heat exchange elements having resonances over a range of frequencies, the method further comprising generating vibrations over the range of frequencies, to resonate the plurality of heat exchange elements.


The heat exchange surface may comprise a plurality of heat exchange elements having characteristic dimensions over at least two orders of size scales. The plurality of heat exchange elements may have fractal-like features, or have fractal-like relationships with each other. The heat exchange surface may comprise a plurality of heat exchange elements, and the accumulation of particles on the heat exchange surface may be reduced by altering at least one spatial relationship of a first of the plurality of heat exchange elements with respect to a second of the plurality of heat exchange elements with an actuator. The actuator may be a passively activated member responsive to temperature. The actuator may be actively controlled by an automated electronic processor in dependence on a computational heat exchange model.





BRIEF DESCRIPTION OF THE DRAWINGS


FIG. 1 shows a set of governing equations for a parallel plate heatsink.



FIG. 2 illustrates a fractal heatsink that is an exemplary embodiment of the invention. In this embodiment, the heatsink is placed adjacent to the object to be cooled.



FIG. 3 illustrates a fractal heatsink that is an exemplary embodiment of the invention. In this embodiment, the heatsink is placed either adjacent to or surrounding the object to be cooled.



FIG. 4 illustrates a fractal heatsink that is an exemplary embodiment of the invention. In this embodiment, the heatsink is based on a Quadratic Koch Island.



FIG. 5A illustrates the basis for the Quadratic Koch Island.



FIG. 5B illustrates a Quadratic Koch Island obtained after application of one iteration.



FIG. 5C illustrates a Quadratic Koch Island obtained after application of several iterations.



FIG. 6 illustrates the total length of all the fractal segments of a Quadratic Koch Island.



FIG. 7A illustrates a fractal heatsink that is an exemplary embodiment of the invention. In this embodiment, the heatsink is based on a modified Koch Snowflake.



FIG. 7B illustrates the basis for generating the modified Snowflake.



FIG. 8A illustrates a fractal heatsink that is an exemplary embodiment of the invention. In this embodiment, the heatsink is based on a Sierpinski Carpet.



FIG. 8B illustrates the basis for generating the Sierpinski Carpet.



FIG. 9 illustrates a fractal heatsink that is an exemplary embodiment of the invention. In this embodiment, the heatsink is based on a Mandelbox.



FIG. 10 illustrates a fractal heatsink that is an exemplary embodiment of the invention. In this embodiment, the heatsink is based on a Sierpinski tetrahedron.



FIG. 11 illustrates a fractal heatsink that is an exemplary embodiment of the invention. In this embodiment, the heatsink is based on a Dodecaedron fractal.



FIG. 12 illustrates a fractal heatsink that is an exemplary embodiment of the invention. In this embodiment, the heatsink is based on a Icosahedron flake.



FIG. 13 illustrates a fractal heatsink that is an exemplary embodiment of the invention. In this embodiment, the heatsink is based on an Octahedron flake.



FIG. 14 illustrates a fractal heatsink that is an exemplary embodiment of the invention. In this embodiment, the heatsink is based on a 3D Quadtratic Koch.



FIG. 15 illustrates a fractal heatsink that is an exemplary embodiment of the invention. In this embodiment, the heatsink is based on a Jerusalem cube.



FIG. 16 illustrates a fractal heatsink that is an exemplary embodiment of the invention. In this embodiment, the heatsink is based on a von Koch surface.



FIG. 17 illustrates a fractal heatsink that is an exemplary embodiment of the invention. In this embodiment, the heatsink is based on a Menger sponge.



FIG. 18 illustrates a fractal heatsink that is an exemplary embodiment of the invention. In this embodiment, the heatsink is based on a 3D H fractal.



FIG. 19 illustrates a fractal heatsink that is an exemplary embodiment of the invention. In this embodiment, the heatsink is based on a Mandelbulb.



FIGS. 20-37 illustrate various heatsink designs and proposals, which may be used in conjunction with various embodiments of the technology.





DETAILED DESCRIPTION OF THE PREFERRED EMBODIMENTS


FIG. 2 illustrates a heatsink implementing a first embodiment of this invention. Note that the illustration is in two dimensions, but a three dimensional embodiment is both possible and preferred. There is a heat transfer surface 100 that allows the heatsink to rest comfortably on a surface, such as the solid to be cooled 190. In the illustrated embodiment, the heat transfer surface 100 is roughly planar, having a closed Euclidian cross-section on the bottom. However, it might also have another shape, for example if the solid to be cooled does not have a planar face. The heat transfer surface may also comprise an anisotropic vibration transfer thermal interface material, such as a braided or straight fine copper wire bundle. Such a bundle advantageously has strands of different length, which, for example, could permit destructive interference of vibrations transmitted along each strand. A fractal-shaped heat exchange device begins at point 110. The base of the fractal-shaped heat exchange device at point 110 may also or alternately include a piston and cylinder, to provide vibrational isolation along the piston movement axis, while also transmitting heat from the heat source to the heatsink along the peripheral wall of the cylinder to the inner wall of the piston. The working fluid within the cylinder may be a heat transfer fluid, and a set of valves may be actuated based on the vibration to induce a flow. The heat transfer fluid may be a phase change fluid, and the gaseous phase may vent from the cylinder through a valve. Note that the heatsink has three branches leaving from point 110—branch 120, branch 140, and branch 160. Also note that the branch structure initiating from point 110 is nearly identical to that at point 122 and 142, even though only point 110 is a true starting point. Thus, the fractal property of self-similarity is present. We call the structure that begins at point 110 the “first motif,” the structure from point 122 the “second motif,” and the structure that begins from point 142 the “third motif.” Note that, in the embodiment illustrated in FIG. 2, the replication from first to second motif and from second to third motif involves a linear displacement (upward) and a change of scale. In branches not going in the same direction as the prior branch, there is also a rotation. Under the limitations for ideal fractals, the second motif and third motif are a smaller, similar copy of the first motif. However, due to the limitations imposed by human-made structures and machines, the fractals designed here are generally finite and the second motif will thus be an inexact copy of the first motif, i.e. if there are N levels starting from the first motif, the second motif level will have N−1 levels, if N is very large, the difference is insignificant. In other words, the self-similarity element required in fractals is not preserved perfectly in the preferred designs due to the limitations of available machinery, other feasibility constraints, and various design issues. In addition, the benefits are achieved without requiring fractal relationships over more than a few “orders” of magnitude (iterations of the fractal recursive algorithm). For example, in the embodiment illustrated in FIG. 2, there are no continuing branch divisions and iterations at point 162, even though an ideal fractal would have them. In an ideal fractal, there would be an infinite number of sub-branches from 110, 122, and 142. However, an imperfect fractal shape, as illustrated in FIG. 2, will serve the purposes of this invention.



FIG. 2 shows various embodiments of the invention, which may be used individually, in combination, or in subcombination. When ambient air flows over a textured surface, such as a branching fractal or fractal-like shape, dust, fibers and/or debris may accumulate. In addition, in some cases, pollutants or oils may deposit. Such depositions tend to reduce the efficiency of heat transfer, and when sufficiently thick, should be removed or disrupted. According to one embodiment, a particle-dislodging device configured to mechanically disrupt an accumulation of particles on the plurality of heat exchange elements is provided, e.g., vibration transducer 126, fan 127, actuator 132, etc.


Thus, for example, the particle-dislodging device may comprise a vibration transducer 126 configured to vibrate a plurality of heat exchange elements comprising the heat exchange surface. The vibration transducer 126 may be, for example, a piezoelectric transducer, an electromagnetic transducer, or a rotating motor. In the case of a vibration transducer, it is preferred that the vibrations be emitted at resonant frequencies of the heat exchange elements; which advantageously span a range due to the fractal or fractal-like disposition. Therefore, vibrational energy can be selectively targeted to certain elements, without resonant vibration of the entire structure. The vibrational energy may be controlled to scan a range of frequencies, or to target specific frequencies corresponding to targeted structures.


The system may further comprise at least one vibrational transducer 130, controlled by a feedback-controlled vibration generator 128 to cancel vibrations at the base structure produced by the particle dislodging device 126, based on a signal from a vibration sensing transducer 131.


A vibration damper may be provided to damp vibrations at the base structure, e.g., near the point 110. This may be an isotropic or anisotropic vibration isolator, and for example may comprise a bundle of wires (e.g., copper), a piston and cylinder, a particle-filled polymeric thermal interface material, copper nanotubes, or the like.


A fan 126 or a heat transfer fluid (which may be gaseous or liquid) pump/compressor may be provided, which in turn may be controlled by e.g., motor speed control 128 to induce a time-varying flow of heat exchange media over the plurality of heat exchange elements. The fan 126 or pump/compressor may be configured to induce a flow of a gaseous heat transfer medium over the heat exchange surface along at least one vector, having at least one control input, wherein the at least one vector is altered in dependence on the at least one control input, by, for example a set of louvers 137. The flow rate may also be controlled over time, in dependence on thermal load, desired turbulence or other convective heat transfer phenomenon, acoustic emissions, or other criteria.


The heat exchange media may comprises entrained particles 125, such as magnetic particles 125, which impinge on the surfaces of the heat exchange elements, and can dislodge surface debris. Advantageously, a magnetic collector can capture the particles for reuse, after mixed debris is separated. The entrained particles 125 may also be liquid droplets in a gas-liquid mixture.


In an alternate embodiment, the particle-dislodging device comprises an electrostatic charge generator and an electrostatic discharge device 129. These cooperate to charge the surfaces of the heat exchanger, which in conjunction with a collection plate/discharge device, induce a force on the surface particles to move from the heat exchange surface to the collection plate.


The particle-dislodging device may also comprise a shape memory alloy 132, which for example is passively controlled by a temperature, or actively controlled by control 133 to change the configuration of the heatsink. The control 133 may include an automated electronic processor in dependence on a computational heat exchange model of the heatsink system. Other types of actuator configured to alter at least one spatial relationship of a first portion of the heat exchange elements with respect to a second portion of the heat exchange elements are possible.


In an alternate embodiment, the particle-degrading device is configured to chemically degrade an accumulation of particles on the plurality of heat exchange elements. For example, the particle-degrading device may be a pyrolizer 134, discharge plasma emitter 136, solvent wash (solvent as entrained particles 125), etc. These chemical degradation effects need not be constant, and can thus vary in intensity, duty cycle, etc. over time.


A laser 135 may be provided to ablate or disrupt the accumulation. The laser may be, for example, controlled by electronically controlled mirrors. On some cases, a continuous scanning is desired, and the control may be a simple area scan of a pulsed laser beam.


The fractal heatsink has a much larger surface area than the heat transfer surface alone, or a regular array of heatsink because all of the “branches” and “leaves” of the fern-like fractal shape serve to increase the surface area. In addition, if a heat transfer fluid is induced to flow above the heat transfer surface 100, the turbulent portions of the heat transfer fluid near the surface will be increased by the textures inherent in the fractal variation in the heat exchange element 110. Because the fractal patterns is itself non-identically repeating within the fractal design, this will serve to substantially reduce narrow band acoustic resonance as compared to a corresponding heat exchange device having a repeating design, e.g., a linear or geometric variation between several heat exchange elements, thereby further aiding in the heat transfer process.


In a preferred embodiment, the heat transfer surface 100 and the roughly fractal-shaped heat exchange element 110 are all made out of an efficient heat conductor, such as copper or aluminum, or more preferably, having a portion whose heat conductivity exceeds 850 W/(m*K), such as graphene with a heat conductivity of between 4840 and 5300 W/(m*K) or diamond with a heat conductivity between 900 and 2320 W/(m*K). This would allow heat to quickly enter the heatsink from the solid and for heat to quickly exit the heatsink through the branches and leaves of the fern-like fractal 110. In another embodiment, the heatsink is formed, at least in part, of carbon nanotubes, which display anisotropic heat conduction, with an efficient heat transfer along the long axis of the tube. Carbon nanotubes are submicroscopic hollow tubes made of a chicken-wire-like or lattice of carbon atoms. These tubes have a diameter of just a few nanometers and are highly heat conductive, transferring heat much faster than diamond, and in some cases comparable to graphene. See web.mit.edu/press/2010/thermopower-waves.html (last accessed Apr. 15, 2010) incorporated herein by reference.


Also note that this exemplary embodiment provides a plethora of openings, e.g., 124 and 126, between the branches or fractal sub-elements to ensure that all of the branches are exposed to the surrounding air, gas or liquid and to allow the heat to escape from the heatsink into the surroundings. In one embodiment of the invention, at least two of these openings are congruent, as are openings 124 and 126 illustrated here. An embodiment of the invention allows the openings to be filled with the air or liquid from the surrounding medium. Due to the limitation imposed by the solid's flat shape, it is not possible to increase the exposure of the fern-like fractal to the solid. However, the air or liquid outside of the solid are perfect for the fractal's exposure.


Under the phonon model of heat exchange, applicable to carbon nanotubes, graphene materials, and perhaps others, the fractal shape is advantageous to ensure the escape of the phonons into the surrounding fluid medium because the fractal configuration may avoid peaked internal reflection of waves, and provide high surface exposure to the fluid heat transfer medium. Skilled persons in the art will realize that this could be achieved through many known structures. For example, graphene, which is one-atom-thick carbon and highly heat conductive, would be an advantageous material to use to build a 2D implementation of the fractal heatsink herein described.


When a turbulently flowing fluid passes around an obstacle, concave regions or cavities in the obstacle create pockets of separated flow which generates self-sustaining oscillations and acoustic resonance. Convex regions may also be provided. These regions may be provided in a fractal arrangement. In this aspect of the technology, fractal is meant to signify self-similar but with differences in scale and optionally another attribute. The regions may produce substantially reduced narrow band acoustic resonance as compared to regularly spaced and arranged disruptions in the flow pattern. Likewise, the presence of disruptions disturbs the surface layer and may enhance convective heat transfer.



FIG. 3 illustrates another embodiment of the invention. A solid to be cooled that has an arbitrary shape 290 is located inside (illustrated) or outside (not illustrated) a two-dimensional or three-dimensional roughly fractal shaped 210 heatsink. In one embodiment, the heatsink 210 has an aperture 270 designed to hold the solid. Note that, as in FIG. 2, the fractal heat exchange element has multiple motifs, starting with the large triangle at 210, to progressively smaller triangles at 220 and 230. However, note that the fractal does not keep extending infinitely and there are no triangles smaller than the one at 230. In other words, the fractal heatsink 210 has multiple recursive fractal iterations 220 and 230, but the fractal iterations stop at level 230 for simplicity of design and manufacturability. Also note that the fractal submotifs 220 and 230 are of different dimensional sizes from the original fractal motif 210 and protrude from the original fractal shape 210. Here, the first motif is a large triangle, and the latter motifs are smaller triangles, which involve a rotation, linear displacement, and change of scale of the prior motif. In one embodiment, the fractal shape has some apertures in it (not illustrated) to allow the solid to be cooled to connect with other elements. Also, the solid to be cooled is connected to the fractal shape at point connector 240 and through bus wires at 250 and 260. The solid should be connected to the fractal heatsink in at least one point, either through a point connection, a bus wire connection, or some other connection. If it is desired that the solid be fixed inside the heatsink, there may be at least three connection points, as illustrated. However, only one connection point is necessary for conduction between the solid to be cooled and the heatsink. Preferably, the point or bus wire connection is built using a strong heat conductor, such as carbon nanotubes or a diamond-like coating.


Note that, as in FIG. 1, the fractal structure 210 in FIG. 2 has multiple concave regions or cavities. When a turbulently flowing fluid passes around this fractal heatsink, the concave regions or cavities substantially reduce the narrow band acoustic resonance as compared to a flat or Euclidian structure. This allows for more energy to be available to for heat transfer.


In yet another embodiment of the invention, the heatsink 210 in FIG. 3 could be constructed without the connections at points 240, 250, and 260. In one embodiment, a liquid or gas would fill the aperture 270 with the intent that the liquid or gas surround the solid to be cooled, hold it in place, or suspend it. Preferably, the liquid or gas surrounding the solid would conduct heat from the solid to the heatsink, which would then cause the heat to exit.


In another embodiment of the invention, the heatsink comprises a heat exchange device which is structurally configured based on a Quadratic Koch Island as illustrated in FIG. 4.



FIG. 5A illustrates a square with dimension x0 that forms the basis for the Quadratic Koch Island. FIG. 5B illustrates a Quadratic Koch Island obtained after application of one fractal on the square. The fractal with section lengths of l is applied to each side of the square in the first iteration. Similarly, after several such iterations, a Quadratic Koch Island as illustrated in FIG. 5C may be obtained.



FIG. 6 illustrates the length of the fractal lf which is the total length of all the fractal segments. The length of each fractal section, l(n), decreases with each iteration of the fractal. The fractal section length is described by eq. 7.

l(n)=(¼)nx0  (7)


where,


x0 is the length of the side of the original square,


n is the number of iterations


As can be seen from eq. 7, the fractal section length decreases after each iteration. When the number of iterations becomes increasingly large, the section length tends towards being negligible.


Further, it may be mathematically shown that the overall length L of the fractal may be obtained from eq. 8.










L

(
n
)

=


x
0

(

1
+


2
3



(

1
-

1

4
n



)



)





(
8
)







where,


x0 is the length of the side of the original square,


n is the number of iterations


Similarly, it may be shown that the circumference C of the Quadratic Koch Island can be obtained from eq. 9.

C=4(2nx0)  (9)


where,


x0 is the length of the side of the original square,


n is the number of iterations


It is evident that with each iteration, the circumference C increases. However, the cross-sectional area remains constant at x02 since when a fractal area is added the same area is subtracted elsewhere.


In one embodiment, the number of iterations corresponding to the Quadratic Koch Island may be greater than 5. Consequently, the heat exchange device functions as a compact heat exchanger. In other words, the heat exchange device has a large heat transfer area per unit exchanger volume. As a result, several advantages are obtained such as, but not limited to, reduction in space, weight, power requirements and costs. In another embodiment, the number of iterations corresponding to the Quadratic Koch Island may be less than or equal to 5. Consequently, the heat exchange device may function as a non-compact heat exchanger.


It may be shown with heat transfer analysis that heat transfer and heat transfer coefficient increase independently of each other with every application of the fractal. Further, the increase may be double, or greater, with every fractal iteration. In general, the increase in heat transfer follows a trend of 2n. Moreover, pumping power increases at almost one and a half the rate. Pumping power is the power needed to pump the heat transfer fluid through the heat exchange device.


In yet another embodiment of the invention, the heatsink comprises a heat exchange device which is structurally configured based on a modified Koch Snowflake as illustrated in FIG. 7A. The basis for generating the modified Snowflake is an equilateral triangle of width w as illustrated in FIG. 7B. In the first iteration, two smaller equilateral triangles of width ⅓ of the base width w are added onto two sides of the base triangle. Similarly, by applying a second and a third iteration, the modified Koch Snowflakes as illustrated in FIG. 7A may be obtained.


The surface area, As(n), of the modified Koch Snowflake may be obtained from eq. 10.











A
s

(
n
)

=


2


(

wt
+



3

4



w
2



)


+



1
n



[




(

w

3
n


)

2



(


3

2

)


+


(

w

3
n


)


t


]



2


2

n

-
1









(
10
)







where,


w is the width of the base triangle


n is the number of iterations


t is the thickness of the modified Koch Snowflake


It is evident that the surface area of the modified Koch Snowflake increases with each iteration. More specifically, it may be observed that after 5 iterations there is an increase in surface area of about 58%.


Further, the mass of the modified Koch Snowflake may be obtained using eq. 11.










m

(
n
)

=


{




3

4



w
2


+



1
n



[



(

w

3
n


)

2



(


3

4

)


]



2

2

n

01





}


ρ

t





(
11
)







where, w, n, and t are as above, and ρ is the density of the material making up the modified Koch Snowflake.


It may be observed that the change in surface area with respect to the baseline case (i.e., n=0) is a function of width (w) and thickness (t). However, the change in mass with respect to the baseline is dependent on the fractal geometry chosen. The mass of the modified Koch Snowflake increases with each iteration. However, it converges to a maximum value of mass increase of approximately 40%.


A heat transfer effectiveness (ε) of the modified Koch Snowflake may be defined as the ratio of heat transfer achieved to heat transfer that would occur if the modified Koch Snowflake was not present. ε may be calculated from eq. 13.









ε
=


c



hA
b

(


T
b

-

T



)






(
13
)







where,



custom character is the heat rate


h is the heat transfer co-efficient


A is the area


T is the temperature


Further, a heat transfer efficiency (η) of the modified Koch Snowflake may be defined as the ratio of heat transfer achieved to the heat transfer that would occur if the entire modified Koch Snowflake was at the base temperature. η may be calculated from eq. 12.









η
=


c



hA
S

(


T
b

-

T



)






(
12
)







where, custom character, h, A, and T are as above.


The heat transfer effectiveness (ε) increases with each iteration. In an embodiment, the modified Koch Snowflake corresponding to three iterations may be used to form the heat exchange device. Accordingly, in this case, the heat transfer effectiveness (ε) may increase by up to 44.8%. Further, the increase in heat transfer effectiveness (ε) per mass may be up to 6%. In one embodiment, the material used to make the modified Koch Snowflake may be aluminum. Consequently, heat transfer effectiveness (ε) per mass of approximately two times larger than that obtained using copper may be achieved.


Further, the heat transfer effectiveness (ε) per mass depends on the thickness of the modified Koch Snowflake. In an embodiment, the ratio of width (w) to thickness (t) corresponding to the modified Koch Snowflake may be 8. Accordingly, an increase in heat transfer effectiveness (ε) per mass of up to 303% may be achieved at the fourth iteration.


In yet another embodiment of the invention, the heatsink comprises a heat exchange device which is structurally configured based on a Sierpinski Carpet as illustrated in FIG. 8A. The Sierpinski Carpet is formed by iteratively removing material from a base geometry such as, but not limited to, a square as illustrated in FIG. 8B. In the first iteration, a square with ⅓ of the base width (w) is removed. Similarly, by performing second and third iterations, the Sierpinski Carpets as illustrated in FIG. 8A may be obtained.


The surface area, As(n), of the Sierpinski Carpet may be obtained from eq. 13.











A
s

(
n
)

=


2


w
2


+

3

wt

-



1
n



8

n
-
1


[


2



(

w

3
n


)

2


-

4


(

w

3
n


)


t


]







(
13
)







where,


w is the width of the base square


n is the number of iterations


t is the thickness of the Sierpinski Carpet


Starting from n=0, with each subsequent iteration, the surface area of the Sierpinski carpet initially reduces before reaching a minimum. However, after reaching the minimum, the surface area increases with each subsequent iteration. For example, at a width (w) of 0.0508 m an increase in surface area of 117% may be obtained after five iterations. Similarly, at a width (w) of 0.0254 m, a surface area increase of 265% may be obtained after five iterations.


Further, the mass of the Sierpinski Carpet may be obtained using eq. 14.










m

(
n
)

=


{


w
2

-



1
n


[


8

n
-
1





(

w

3
n


)

2


]



}


ρ

t





(
14
)







where w, n, and t are as above, and p is the density of the material making up the Sierpinski carpet


It may be seen from eq. 11 that with each iteration, the mass of the Sierpinski carpet decreases. For example, after five iterations, there is a reduction of 45% of mass of the Sierpinski carpet.


The heat transfer effectiveness (e) corresponding to the Sierpinski carpet increases with each iteration. In an embodiment, the Sierpinski carpet corresponding to three iterations may be used to form the heat exchange device. Accordingly, in this case, the heat transfer effectiveness (ε) may increase by up to 11.4%. Further, the increase in heat transfer effectiveness (ε) per mass corresponding to the Sierpinski carpet may be up to 59%. In one embodiment, the material used to make the Sierpinski carpet may be aluminum. Consequently, heat transfer effectiveness (ε) per mass of approximately two times larger than that obtained using copper may be achieved.


Further, the heat transfer effectiveness (ε) per mass corresponding to the Sierpinski carpet depends on the thickness of the corresponding to the Sierpinski carpet. In an embodiment, the ratio of width (w) to thickness (t) corresponding to the corresponding to the Sierpinski carpet may be 8. Accordingly, an increase in heat transfer effectiveness (ε) per mass of up to 303% may be achieved at the fourth iteration.


In other embodiments, the heatsink may comprise a heat exchange device which is structurally configured based on, but not limited to, one or more fractals selected from the group comprising: A “scale 2” and “scale 3” Mandelbox; Sierpinski tetrahedron; Fractal pyramid; Dodecahedron fractal; 3D quadratic Koch surface (type 1); 3D quadratic Koch surface (type 2); Jerusalem cube; Icosahedron fractal; Octahedron fractal; Von Koch surface; Menger sponge; 3D H-fractal; and Mandelbulb.


In accordance with an embodiment, the heatsink may comprise a heat exchange device which is structurally configured based on a Mandelbox as exemplarily illustrated in FIG. 9. A Mandelbox is a box-like fractal object that has similar properties as that of the Mandelbrot set. It may be considered as a map of continuous, locally shape preserving Julia sets. Accordingly, the Mandelbox varies at different locations, since each area uses a Julia set fractal with a unique formula. The Mandelbox may be obtained by applying eq. 15 repeatedly to every point in space.


That point v is part of the Mandelbox if it does not escape to infinity.

v=s*ballFold(r,f*boxFold(v))+c  (15)


where boxFold(v) means for each axis a:

    • if v[a]>1 v[a]=2−v[a]
    • else if v[a]<−1 v[a]=−2−v[a]


and ballFold(r, v) means for v's magnitude m:

    • if m<r m=m/r2
    • else if m<1 m=1/m


In an instance, using the values of s=2, r=0.5 and f=1 in eq.12, the standard Mandelbox may be obtained.


In accordance, with another embodiment, the heatsink may comprise a heat exchange device which is structurally configured based on a Sierpinski tetrahedron. The Sierpinski tetrahedron, also called as tetrix, is a three-dimensional analogue of the Sierpinski triangle. The Sierpinski tetrahedron may be formed by repeatedly shrinking a regular tetrahedron to one half its original height, putting together four copies of this tetrahedron with corners touching, and then repeating the process. This is illustrated in FIG. 10 for the first four iterations. The Sierpinski tetrahedron constructed from an initial tetrahedron of side-length L has the property that the total surface area remains constant with each iteration.


The initial surface area of the (iteration-0) tetrahedron of side-length L is L2√3. At the next iteration, the side-length is halved and there are 4 such smaller tetrahedra. Therefore, the total surface area after the first iteration may be calculated by eq. 16.










4


(



(

L
2

)

2



3


)


=


4



L
2

4



3


=


L
2



3







(
16
)







This remains the case after each iteration. Though the surface area of each subsequent tetrahedron is ¼ that of the tetrahedron in the previous iteration, there are 4 times as many—thus maintaining a constant total surface area. However, the total enclosed volume of the Sierpinski tetrahedron decreases geometrically, with a factor of 0.5, with each iteration and asymptotically approaches 0 as the number of iterations increases.


In accordance with another embodiment, the heatsink may comprise a heat exchange device which is structurally configured based on a dodecaedron fractal. The dodecahedron fractal, also called as dodecahedron flake, may be formed by successive flakes of twenty regular dodecahedrons, as exemplarily illustrated in FIG. 11 for second iteration. Each flake is formed by placing a dodecahedron scaled by 1/(2+φ) in each corner, wherein φ=(1+√5)/2.


In accordance with another embodiment, the heatsink may comprise a heat exchange device which is structurally configured based on an icosahedron flake, also called as a Sierpinski icosahedron. The icosahedron flake may be formed by successive flakes of twelve regular icosahedrons, as exemplarily illustrated in FIG. 12 for third iteration. Each flake may be formed by placing an icosahedron scaled by 1/(2+φ) in each corner, wherein φ=(1+√5)/2.


In accordance with another embodiment, the heatsink may comprise a heat exchange device which is structurally configured based on an octahedron flake. The octahedron flake, or Sierpinski octahedron, may be formed by successive flakes of six regular octahedrons, as exemplarily illustrated in FIG. 13 for third iteration. Each flake may be formed by placing an octahedron scaled by ½ in each corner.


In accordance with another embodiment, the heatsink may comprise a heat exchange device which is structurally configured based on a 3D Quadtratic Koch. As exemplarily illustrated in FIG. 14, the 3D Quadratic Koch may be obtained by growing a scaled down version of a triangular pyramid onto the faces of the larger triangular pyramid with each iteration. FIG. 14 illustrates the first four iterations.


In accordance with another embodiment, the heatsink may comprise a heat exchange device which is structurally configured based on a Jerusalem cube, as exemplarily illustrated in FIG. 15. The Jerusalem cube may be obtained by recursively drilling Greek cross-shaped holes into a cube. The Jerusalem Cube may be constructed as follows:


1. Start with a cube.


2. Cut a cross through each side of the cube, leaving eight cubes (of rank +1) at the corners of the original cube, as well as twelve smaller cubes (of rank +2) centered on the edges of the original cube between cubes of rank +1.


3. Repeat the process on the cubes of rank 1 and 2.


Each iteration adds eight cubes of rank one and twelve cubes of rank two, a twenty-fold increase.


In accordance with another embodiment, the heatsink may comprise a heat exchange device which is structurally configured based on a von Koch surface, as exemplarily illustrated in FIG. 16. The von Koch surface may be constructed by starting from an equilateral triangular surface. In the first iteration, the midpoints of each side of the equilateral triangular surface are joined together to form an equilateral triangular base of a hollow triangular pyramid. This process is repeated with each iteration.


In accordance with another embodiment, the heatsink may comprise a heat exchange device which is structurally configured based on a Menger sponge, as exemplarily illustrated in FIG. 17. The Menger sponge may be constructed as follows:


1. Begin with a cube (first image).


2. Divide every face of the cube into 9 squares, like a Rubik's Cube. This will sub-divide the cube into 27 smaller cubes.


3. Remove the smaller cube in the middle of each face, and remove the smaller cube in the very center of the larger cube, leaving 20 smaller cubes (second image). This is a level-1 Menger sponge (resembling a Void Cube).


4. Repeat steps 2 and 3 for each of the remaining smaller cubes, and continue to iterate ad infinitum.


In accordance with another embodiment, the heatsink may comprise a heat exchange device which is structurally configured based on a 3D H fractal, as exemplarily illustrated in FIG. 18. The 3D H fractal is based on an H-tree which may be constructed by starting with a line segment of arbitrary length, drawing two shorter segments at right angles to the first through its endpoints, and continuing in the same vein, reducing (dividing) the length of the line segments drawn at each stage by 12. Further, by adding line segments on the direction perpendicular to the H tree plane, the 3D H fractal may be obtained.


In accordance with another embodiment, the heatsink may comprise a heat exchange device which is structurally configured based on a Mandelbulb, as exemplarily illustrated in FIG. 19. The Mandelbulb is a three-dimensional analogue of the Mandelbrot set. The Mandelbulb may be defined as the set of those C in custom character3 for which the orbit of <0, 0, 0> under the iteration vcustom characterv″+c is bounded, where the “nth power” of the vector v=custom characterx,y,zcustom character in custom character3 is given by eq. 17.

v″:=rcustom charactersin(nθ)cos(nϕ,sin(nθ)sin(nϕ),cos(nθ)custom character  (17)
Where
r=√{square root over (x2+y2+z2)},
ϕ=arctan(y/x)=arg(x+yi), and
θ=arctan(√{square root over (x2+y2)}/z)=arccos(z/r).


In accordance with another embodiment of the invention disclosed herein, the heatsink comprises a heat exchange device having a plurality of heat exchange elements which are perforated. As a result, an enhanced heat transfer may be achieved. Additionally, use of perforations may increase heat transfer by up to a factor of two per pumping power. Further, in a specific embodiment, the plurality of heat exchange elements may be hollow. The combination of hollow heat exchange elements with perforations can result in increases in heat transfer greater than that of a solid heat exchange element of the same diameter. Additionally, increases in heat transfer per pumping power of up to 20% could be achieved by varying the inclination angle and diameter of the perforations in aligned arrays of the plurality of heat exchange elements. Furthermore, one or more of the number of perforations and shape of perforations may be configured in order to control the heat transfer. For instance, under natural convection, heat transfer is directly proportional to the number of square perforations. In another instance, circular and square perforations may be used to obtain higher Nusselt number. Since heat transfer is proportional to Nusselt number, greater heat transfer may be achieved with such an arrangement. In yet another instance, the Nusselt number corresponding to the plurality of heat exchange elements may be varied based on one or more of a pitch, a hole diameter, a surface area and flow velocity. In particular, by modifying the pitch of the perforations, the Nusselt number and hence heat transfer may be increased.


In an embodiment, the heat transfer effectiveness of the plurality of heat exchange elements may be greater than or equal to a minimum value such that addition of the plurality of heat exchange elements is justified. As a non-limiting example, the minimum value may be ten.


In another embodiment, a spacing between the plurality of heat exchange elements is determined based on a height of the plurality of heat exchange elements. In a specific embodiment, for a given heat rate, an optimal spacing between the plurality of heat exchange elements may decrease with an increase in height of the plurality of heat exchange elements.


In yet another embodiment, a shape corresponding to the plurality of heat exchange elements may be configured to provide enhanced heat transfer. For instance, the plurality of heat exchange elements may be fluted. As a result, an increase in heat transfer by up to 9% may be achieved. In another instance, the plurality of heat exchange elements may be wavy providing an increase in heat transfer by up to 6%. In one embodiment, the shape corresponding to the plurality of heat exchange elements may be triangular, circular, elliptical, rectangular and trapezoidal. For instance, the plurality of heat exchange elements may be elliptically annular. Further, an elliptical aspect ratio corresponding to the plurality of heat exchange elements may be varied in order to obtain greater heat transfer efficiency. As a non-limiting example, the elliptical aspect ratio may be increased in order to obtain higher heat transfer efficiency. In another instance, the plurality of heat exchange elements may be trapezoidal with an optimal aspect number of 1.5. In yet another instance, the plurality of heat exchange elements may be diamond shaped pin fins. Further, the pitch corresponding to the plurality of heat exchange elements may be varied to obtain enhanced heat transfer. For example, the pitch may be varied in proportion to the required heat transfer coefficient. As a result, increase in heat transfer up to 340% beyond that of flat pin fins may be achieved.


In other embodiments of the invention, the surface geometry of the plurality of heat exchange elements may be varied in order to provide enhanced heat transfer. For instance, square ribs along the plurality of heat exchange elements may be used. As a result, thermal performance may increase by up to 30%. In another instance, diamond shaped surface protrusions may be provided over the plurality of heat exchange elements. Consequently, thermal performance may be increased by up to 38% while also leading to better flow distribution. In yet another instance, grooves may be created on the surfaces of the plurality of heat exchange elements. As a result, heat transfer could increase by up to 25%. In a further instance, dimples may be placed on the flat base of the plurality of heat exchange elements forming a pin fin. Consequently, an increase in heat transfer by up to 8% may be achieved while also reducing the friction factor by up to 18%. Further, in an instance, convex shaped dimples may be used to obtain greater heat transfer.


In some other embodiments, an orientation of the plurality of heat exchange elements may be varied in order to enhance heat transfer. For instance, in case the number of the plurality of heat exchange elements is large, the plurality of heat exchange elements may be oriented vertically with respect to the flat base of the plurality of heat exchange elements. In another instance, in case the plurality of heat exchange elements are short with a finning factor of less than 2.7, a horizontal orientation may be used in order to provide better heat transfer.


In other embodiments, the plurality of heat exchange elements may be configured in order to control an amount of heat transfer by radiation. For example, the height of the plurality of heat exchange elements may be maintained short. As a result, up to 55% of the heat transfer may take place by radiation. On the other hand, the height of the plurality of heat exchange elements may be increased in order to reduce the amount of heat transfer by radiation. As another example, the plurality of heat exchange elements may be circular around an annular heat pipe. Further, a ratio of spacing between the plurality of heat exchange elements and diameter of the plurality of heat exchange elements may be controlled in order to vary the amount of heat transfer by radiation. For instance, the ratio may be decreased in order to decrease the amount of heat transfer by radiation. Similarly, the ratio may be increased in order to increase the amount of heat transfer by radiation.


In an embodiment, the number of iterations corresponding to the fractal variation between respective branches of the plurality of heat exchange elements may be configured in order to control heat transfer. For instance, the number of iterations may be increased in order to obtain greater heat transfer. However, beyond a certain limit, heat transfer may not be directly proportional to the number of iterations. Additionally, varying the number of iterations may also control diffusion rate across the surfaces of the plurality of heat exchange elements based on the fact that diffusion rate is directly proportional to the number of iterations. However, a certain number of iterations such as, but not limited to, four to five iterations, the diffusion rate may converge.


In another embodiment, a dimension corresponding to the fractal variation between respective branches of the plurality of heat exchange elements may be configured in order to control heat transfer. In general, the heat transfer is directly proportional to the fractal dimension. However, this relationship is valid only till a limited number of iterations.


In yet another embodiment, the number of branches corresponding to the plurality of heat exchange elements may be configured to control the heat transfer. Under natural convection, heat transfer effectiveness is found to be directly proportional to the number of branches. However, after a certain number of branch generations, heat transfer effectiveness saturates. Further, a branching ratio may be configured in order to obtain minimum resistance to heat conduction and hence greater heat transfer. In a non-limiting example, a branching ratio of 0.707 or 0.7937 may be used.


In another embodiment, heat transfer may be controlled based on the velocity of fluidic heat exchange medium flowing over the plurality of heat exchange elements. In general, the heat transfer is directly proportional to the velocity of fluidic heat exchange medium under forced convection. Additionally, the optimal number of branches required to maximize heat transfer has been found to reduce with increase in velocity of fluidic heat exchange medium. Accordingly, under forced convection with higher velocity, less number of branches may be required to achieve a required amount of heat transfer. In another embodiment, heat transfer by the plurality of heat exchange elements in the form of an array of perforated fins may be controlled by varying a pumping power. In this case, the heat transfer can be inversely proportional to the pumping power with small increase for turbulent cross-flow but significant increase for parallel flow.


In accordance with embodiments disclosed herein, the heat sink may be manufactured using manufacturing techniques such as, but not limited to, injection molding, die casting, extrusion, forging, gravitational molding, CNC milling, CNC punching, stamping, wire cut machine and wire cut Electrical Discharge Machining (EDM), additive manufacturing (e.g., 3D printing, 2.5D printing, etc.


In a particular embodiment, the heatsink may be manufactured by a machining processing employing cutting tools and controlled slicing techniques to construct the plurality of heat exchange elements from a solid block of material such as, but not limited to, copper or aluminum. This technique is preferable to construct the plurality of heat exchange elements with smaller thickness than is possible by other techniques such as extrusion. Advantages of the heatsink manufactured using this technique include high aspect ratio, thin fin, low tooling cost, easy and inexpensive to prototype, unidirectional flow and single piece construction.


In another embodiment, the heatsink may be manufactured by bending sheets made of, but not limited to, copper or aluminum into fins to form the plurality of heat exchange elements. The fins are then bonded to the flat base of the heatsink. This technique allows the flat base and the fins to be made of different materials. Advantages of this manufacturing technique include light weight of fins, lower tooling cost and differing materials for the flat base and the fins.


In yet another embodiment, the heatsink may be manufactured from sheets of material such as, but not limited to, copper or aluminum bonded onto the flat base using one or more of epoxy, soldering and brazing. This technique of manufacturing is suitable for high power application with low thermal resistance and where forced air cooling is available.


In a further embodiment, the heatsink may be manufactured using die casting. In this technique, material such as, but not limited to, liquid aluminum is forced under high pressure into re-usable steel molds. This technique is specially suited when the plurality of heat exchange elements are of complex shapes.


Those skilled in the art will recognize many ways to fabricate the heatsinks described herein. For example, modern three-dimensional laser and liquid printers can create objects such as the heatsinks described herein with a resolution of features on the order of 16 μm. Also, it is possible to grow a crystal structure using a recursive growth algorithm or through crystal growth techniques. For example, US Patent Application No. 2006/0037177, expressly incorporated herein by reference, describes a method of controlling crystal growth to produce fractals or other structures through the use of spectral energy patterns by adjusting the temperature, pressure, and electromagnetic energy to which the crystal is exposed. This method might be used to fabricate the heatsinks described herein. For larger heatsinks, such as those intended to be used in car radiators, traditional manufacturing methods for large equipment can be adapted to create the fractal structures described herein.



FIGS. 20-37 illustrate various heatsink designs and proposals, which may be used in conjunction with various embodiments of the technology. In general, these provide heat transfer surfaces with large surface area, and in many cases, small terminal features, which can accumulate or trap dust or particles. According to the present technology, the accumulation or dust and/or particles may be reduced by the various means disclosed herein.


This document describes in detail illustrative examples of the inventive apparatus, methods, and articles of manufacture for making and using fractal heatsinks, along with systems and methods for removing dust and particles from their surfaces. Neither the specific embodiments of the invention as a whole, nor those of its features necessarily limit the general principles underlying the invention. The specific features described herein may be used in some embodiments, but not in others, in the various combinations and permutations, without departure from the spirit and scope of the invention as set forth herein. Various physical arrangements of components and various step sequences also fall within the intended scope of the invention. Many additional modifications are intended in the foregoing disclosure, and it will be appreciated by those of ordinary skill in the art that in some instances some features of the invention will be employed in the absence of a corresponding use of other features. The illustrative examples therefore do not limit the metes and bounds of the invention and the legal protection afforded the invention, which function is carried out by current and future claims and their equivalents.

Claims
  • 1. A heatsink controller, for cooling a heatsink comprising a base structure configured to interface with a heat source, a heat transmissive body, configured to receive heat from the base structure, and a heat transfer surface surrounding the heat transmissive body, configured to transfer heat to a surrounding heat transfer medium, the heatsink controller comprising at least one automated electronic processor producing a control signal for controlling a flow of a heat transfer medium from a variable tensor heat transfer medium flow device with respect to the heat transfer surface, to: in a first mode, dissipate heat from the heat source to maintain the heat source within a thermal limit; andin a second mode, concurrently achieve different turbulent flow characteristics of the heat transfer medium over different regions of the heat transfer surface, the different regions being dependent on the control signal which varies over time, to selectively dislodge a deposit on different regions of the heat exchange surface due to selective turbulent interaction of the heat transfer medium with the heat transfer surface.
  • 2. The heatsink controller according to claim 1, wherein the heatsink controller is configured to control a peak flow rate of the heat transfer medium over time over different portions of the heat transfer surface.
  • 3. The heatsink controller according to claim 1, wherein the heatsink controller comprises a computational heat exchange model of the heatsink.
  • 4. The heatsink controller according to claim 1, further comprising a feedback sensor input to the automated electronic processor.
  • 5. The heatsink controller according to claim 1, wherein the automated electronic processor is further configured to perform the second mode in discontinuous accumulation abatement cycles.
  • 6. The heatsink controller according to claim 1, wherein the control signal comprises a component which controls a heat transfer medium flow magnitude over time.
  • 7. The heatsink controller according to claim 1, wherein the control signal comprises a component which controls a heat transfer medium flow direction over time.
  • 8. The heatsink controller according to claim 1, wherein the automated electronic processor is further configured to produce the control signal dependent on a temperature rise rate of the heatsink.
  • 9. The heatsink controller according to claim 1, wherein the automated electronic processor is further configured to estimate an accumulation of the deposit.
  • 10. The heatsink controller according to claim 1, wherein the first mode is optimized based on a temperature and an energy consumption, and the second mode is distinct from the first mode.
  • 11. The heatsink controller according to claim 1, wherein the heat transfer surface has a fractal geometry, and the control signal is selectively dependent on the fractal geometry.
  • 12. The heatsink controller according to claim 1, wherein the heat transfer medium is air in an open system, and the variable tensor heat transfer medium flow device comprises a fan.
  • 13. The heatsink controller according to claim 1, further comprising a feedback transducer configured to detect vibrations, producing a feedback input to the automated electronic processor, wherein the control signal is produced dependent on the feedback input.
  • 14. The heatsink controller according to claim 1, further comprising an element configured to mechanically deform in response to changes in temperature to change an interaction of the heat transfer surface and the heat transfer medium.
  • 15. A heatsink control method, for controlling cooling of a heatsink comprising a base structure configured to interface with a heat source, a heat transmissive body, configured to receive heat from the base structure, and a heat transfer surface surrounding the heat transmissive body, configured to transfer heat to a surrounding heat transfer medium, the method comprising:in a first mode, automatically producing a control signal for controlling a flow of a heat transfer medium from a variable tensor heat transfer medium flow device with respect to the heat transfer surface with at least one automated processor, to dissipate heat from the heat source maintain operation below a temperature limit, optimized for at least one of energy consumption and noise generation; andin a second mode, producing the control signal to concurrently achieve different turbulent flow characteristics of the heat transfer medium over different regions of the heat transfer surface, wherein the different regions vary dependent on the control signal, to selectively dislodge a deposit on the heat exchange surface.
  • 16. The method according to claim 15, wherein the second mode is effective to dissipate heat from the heat source to operate below the temperature limit, wherein the first mode and the second mode are not concurrent.
  • 17. The method according to claim 15, further comprising controlling a peak flow rate of the heat transfer medium over time over different portions of the heat transfer surface, dependent on a computational heat exchange model of the heatsink and a feedback signal from a feedback sensor.
  • 18. The method according to claim 15, wherein the second mode is discontinuous.
  • 19. The method according to claim 15, wherein heat transfer medium has a flow direction which various over time in response to the control signal.
  • 20. A heatsink system, comprising: a base structure configured to interface with a heat source; a heat transmissive body, configured to receive heat from the base structure;a heat transfer surface surrounding the heat transmissive body, configured to transfer heat to a surrounding heat transfer medium;a variable tensor heat transfer medium flow device comprising a variable speed fan, configured to induce a variable tensor flow of the heat transfer medium with respect to the heat transfer surface responsive to a control signal;a heatsink controller comprising at least one automated electronic processor producing the control signal, to: in a first mode, dissipate heat from the heat source to maintain the heat source within a predetermined thermal limit optimized for at least one of energy consumption and noise generation; andin a second mode, maintain the heat source within a predetermined thermal limit and concurrently achieve different turbulent flow characteristics of the heat transfer medium over different regions of the heat transfer surface, the different turbulent flow characteristics varying over time dependent on the control signal, to selectively dislodge a deposit on the heat exchange surface due to selective turbulent interaction of the heat transfer medium with the heat transfer surface.
CROSS REFERENCE TO RELATED APPLICATIONS

The present application is a Continuation of U.S. patent application Ser. No. 17/107,741, filed Nov. 30, 2020, now U.S. Pat. No. 11,512,905, issued Nov. 29, 2022, which is a Divisional of U.S. patent application Ser. No. 15/205,906, filed Jul. 8, 2016, now U.S. Pat. No. 10,852,069, issued Dec. 1, 2020, which is a Continuation in part of U.S. patent application Ser. No. 14/984,756, filed Dec. 30, 2015, now U.S. Pat. No. 10,041,745, issued Aug. 7, 2018, and is a Continuation in part of U.S. patent application Ser. No. 14/817,962, filed Aug. 4, 2015, now U.S. Pat. No. 10,527,368, issued Jan. 7, 2020; both of which are a Continuation in part of U.S. patent application Ser. No. 13/106,640, filed May 12, 2011, now U.S. Pat. No. 9,228,785, issued Jan. 5, 2016, which is a Non-provisional of, and claims benefit of priority from, U.S. Provisional Patent Application No. 61/331,103, filed May 4, 2010. This application is related to PCT/IB11/01026, filed May 13, 2011, which claims benefit of priority from U.S. Provisional Patent Application No. 61/331,103, filed May 4, 2010. The entirety of the foregoing applications are expressly incorporated herein by reference.

US Referenced Citations (4395)
Number Name Date Kind
2269385 Tipton Jan 1942 A
2342944 Kretske Feb 1944 A
2865116 Messer Dec 1958 A
3966877 Kalach et al. Jun 1976 A
4209871 Ernest et al. Jul 1980 A
4589078 Rosenberg May 1986 A
4660242 Vornberger et al. Apr 1987 A
4679269 Becka et al. Jul 1987 A
4763282 Rosenberg Aug 1988 A
4829932 Bennett May 1989 A
4866802 Stein et al. Sep 1989 A
5216594 White et al. Jun 1993 A
5341229 Rowan Aug 1994 A
5373651 Wood Dec 1994 A
5615111 Raskas et al. Mar 1997 A
5626140 Feldman et al. May 1997 A
5629848 Repperger et al. May 1997 A
5642096 Leyerer et al. Jun 1997 A
5694142 Dumoulin et al. Dec 1997 A
5720200 Anderson et al. Feb 1998 A
5764518 Collins Jun 1998 A
5794361 Sadler Aug 1998 A
5850352 Moezzi et al. Dec 1998 A
6001067 Shults et al. Dec 1999 A
6157850 Diab et al. Dec 2000 A
6230501 Bailey, Sr. et al. May 2001 B1
6236872 Diab et al. May 2001 B1
6379669 Sinha Apr 2002 B1
6424847 Mastrototaro et al. Jul 2002 B1
6453195 Thompson Sep 2002 B1
6477395 Schulman et al. Nov 2002 B2
6484046 Say et al. Nov 2002 B1
6512939 Colvin et al. Jan 2003 B1
6558351 Steil et al. May 2003 B1
6563423 Smith May 2003 B2
6565509 Say et al. May 2003 B1
6567259 Stevenson et al. May 2003 B2
6572545 Knobbe et al. Jun 2003 B2
6575905 Knobbe et al. Jun 2003 B2
6579690 Bonnecaze et al. Jun 2003 B1
6595929 Stivoric et al. Jul 2003 B2
6675049 Thompson et al. Jan 2004 B2
6768246 Pelrine et al. Jul 2004 B2
6788200 Jamel et al. Sep 2004 B1
6817979 Nihtila Nov 2004 B2
6833039 Andersen et al. Dec 2004 B2
6843578 Cheung Jan 2005 B1
6865825 Bailey, Sr. et al. Mar 2005 B2
6931327 Goode, Jr. et al. Aug 2005 B2
6949066 Bearnson et al. Sep 2005 B2
7010869 Ellis, III Mar 2006 B1
7020508 Stivoric et al. Mar 2006 B2
7044911 Drinan et al. May 2006 B2
7059070 Omstead et al. Jun 2006 B2
7070398 Olsen et al. Jul 2006 B2
7097662 Evans, III et al. Aug 2006 B2
7107706 Bailey, Sr. et al. Sep 2006 B1
7108659 Ross et al. Sep 2006 B2
7149320 Haykin et al. Dec 2006 B2
7167743 Heruth et al. Jan 2007 B2
7172897 Blackburn et al. Feb 2007 B2
7188439 DiBenedetto et al. Mar 2007 B2
7204041 Bailey, Sr. et al. Apr 2007 B1
7215986 Diab et al. May 2007 B2
7219449 Hoffberg et al. May 2007 B1
7225565 DiBenedetto et al. Jun 2007 B2
7231254 DiLorenzo Jun 2007 B2
7261690 Teller et al. Aug 2007 B2
7265666 Daniel Sep 2007 B2
7267665 Steil et al. Sep 2007 B2
7273457 Penner Sep 2007 B2
7280870 Nurmikko et al. Oct 2007 B2
7285090 Stivoric et al. Oct 2007 B2
7291114 Mault Nov 2007 B2
7310544 Brister et al. Dec 2007 B2
7312087 Duong et al. Dec 2007 B2
7313440 Miesel Dec 2007 B2
7330760 Heruth et al. Feb 2008 B2
7333013 Berger Feb 2008 B2
7334350 Ellis, III Feb 2008 B2
7354420 Steil et al. Apr 2008 B2
7366572 Heruth et al. Apr 2008 B2
7371825 Das et al. May 2008 B2
7392079 Donoghue et al. Jun 2008 B2
7395113 Heruth et al. Jul 2008 B2
7395614 Bailey, Sr. et al. Jul 2008 B1
7402153 Steil et al. Jul 2008 B2
7404263 Guzman Jul 2008 B2
7407484 Korman Aug 2008 B2
7409256 Lin et al. Aug 2008 B2
7414534 Kroll et al. Aug 2008 B1
7414611 Liberty Aug 2008 B2
7426873 Kholwadwala et al. Sep 2008 B1
7447545 Heruth et al. Nov 2008 B2
7463142 Lindsay Dec 2008 B2
7489298 Liberty et al. Feb 2009 B2
7489299 Liberty et al. Feb 2009 B2
7491181 Heruth et al. Feb 2009 B2
7493230 Schwartz et al. Feb 2009 B2
7497037 Vick et al. Mar 2009 B2
7506460 DiBenedetto et al. Mar 2009 B2
7519406 Blank et al. Apr 2009 B2
7519512 Spence et al. Apr 2009 B2
7535456 Liberty et al. May 2009 B2
7542803 Heruth et al. Jun 2009 B2
7561919 Shalev et al. Jul 2009 B2
7562468 Ellis, III Jul 2009 B2
RE40879 Jamel et al. Aug 2009 E
7577475 Cosentino et al. Aug 2009 B2
7579946 Case, Jr. Aug 2009 B2
7590453 Heruth et al. Sep 2009 B2
7590455 Heruth et al. Sep 2009 B2
7598878 Goldreich Oct 2009 B2
7607243 Berner, Jr. et al. Oct 2009 B2
7610094 Stahmann et al. Oct 2009 B2
7614166 Vick et al. Nov 2009 B2
7616991 Mann et al. Nov 2009 B2
7621876 Hoctor et al. Nov 2009 B2
7623919 Goetz et al. Nov 2009 B2
7623928 DiLorenzo Nov 2009 B2
7630755 Stahmann et al. Dec 2009 B2
7631382 DiBenedetto et al. Dec 2009 B2
RE41087 Jamel et al. Jan 2010 E
7641619 Penner Jan 2010 B2
RE41102 Jamel et al. Feb 2010 E
RE41122 Jamel et al. Feb 2010 E
7671599 Tan et al. Mar 2010 B1
7676960 DiBenedetto et al. Mar 2010 B2
7676961 DiBenedetto et al. Mar 2010 B2
7695512 Lashinski et al. Apr 2010 B2
7697994 VanDanacker Apr 2010 B2
7707742 Ellis, III May 2010 B2
7713923 Genove et al. May 2010 B2
7716008 Ohta May 2010 B2
7717848 Heruth et al. May 2010 B2
7727143 Birk et al. Jun 2010 B2
7735351 Profit et al. Jun 2010 B2
7758523 Collings et al. Jul 2010 B2
7761261 Shmueli et al. Jul 2010 B2
7765005 Stevenson Jul 2010 B2
7765012 Gerber Jul 2010 B2
7774155 Sato et al. Aug 2010 B2
7775993 Heruth et al. Aug 2010 B2
7780590 Birk et al. Aug 2010 B2
7782192 Jeckelmann et al. Aug 2010 B2
7783442 Mueller, Jr. et al. Aug 2010 B2
7787946 Stahmann et al. Aug 2010 B2
7787958 Stevenson Aug 2010 B2
7792583 Miesel et al. Sep 2010 B2
7793430 Ellis Sep 2010 B2
7794101 Galica et al. Sep 2010 B2
7801591 Shusterman Sep 2010 B1
7805196 Miesel et al. Sep 2010 B2
7806886 Kanderian, Jr. et al. Oct 2010 B2
7813778 Benaron et al. Oct 2010 B2
7816632 Bourke, III et al. Oct 2010 B2
7819909 Goetz et al. Oct 2010 B2
7825794 Janetis et al. Nov 2010 B2
7842092 Otto et al. Nov 2010 B2
7848819 Goetz et al. Dec 2010 B2
7853329 DiLorenzo Dec 2010 B2
7859540 Dariush Dec 2010 B2
7860676 Sheng et al. Dec 2010 B2
7876228 Kroll et al. Jan 2011 B2
7877224 Ohta Jan 2011 B2
7881798 Miesel et al. Feb 2011 B2
7885712 Goetz et al. Feb 2011 B2
7890055 Stein Feb 2011 B1
7904149 Gerber Mar 2011 B2
7908000 Shalev Mar 2011 B2
7908013 Miesel et al. Mar 2011 B2
7916013 Stevenson Mar 2011 B2
7927216 Ikeda et al. Apr 2011 B2
7930035 DiLorenzo Apr 2011 B2
7930131 Ridenour et al. Apr 2011 B2
7931535 Ikeda et al. Apr 2011 B2
7932825 Berger Apr 2011 B2
7942745 Ikeda et al. May 2011 B2
7953488 Casavant et al. May 2011 B2
7956162 Chahal et al. Jun 2011 B2
7959567 Stivoric et al. Jun 2011 B2
7966075 Johnson et al. Jun 2011 B2
7970470 Hartley et al. Jun 2011 B2
7974696 DiLorenzo Jul 2011 B1
7978062 LaLonde et al. Jul 2011 B2
7981025 Pool et al. Jul 2011 B2
7983435 Moses Jul 2011 B2
7983763 Stevenson et al. Jul 2011 B2
7996158 Hayter et al. Aug 2011 B2
8000801 Stevenson et al. Aug 2011 B2
8005539 Burnes et al. Aug 2011 B2
8010189 Shalev Aug 2011 B2
8015732 Berner, Jr. et al. Sep 2011 B2
8021299 Miesel et al. Sep 2011 B2
8028443 Case, Jr. Oct 2011 B2
8032224 Miesel et al. Oct 2011 B2
8033999 Xi Oct 2011 B2
8036736 Snyder et al. Oct 2011 B2
8038613 Stupp et al. Oct 2011 B2
8041536 Ohta Oct 2011 B2
8055330 Egozi Nov 2011 B2
8055334 Savage et al. Nov 2011 B2
8055348 Heruth et al. Nov 2011 B2
8056268 DiBenedetto et al. Nov 2011 B2
8072424 Liberty Dec 2011 B2
8078278 Penner Dec 2011 B2
8078282 Nycz Dec 2011 B2
8079518 Turner et al. Dec 2011 B2
8081925 Parramon et al. Dec 2011 B2
8086250 Janetis et al. Dec 2011 B2
8086302 Kracker Dec 2011 B2
8089458 Barney et al. Jan 2012 B2
8093991 Stevenson et al. Jan 2012 B2
8103471 Hayter Jan 2012 B2
8103802 Lay et al. Jan 2012 B2
8114021 Robertson et al. Feb 2012 B2
8114345 Dlugos, Jr. et al. Feb 2012 B2
8114964 Das et al. Feb 2012 B2
8115618 Robertson et al. Feb 2012 B2
8121691 Gerber et al. Feb 2012 B2
8121694 Molnar et al. Feb 2012 B2
8123696 Childre et al. Feb 2012 B2
8127470 Connor Mar 2012 B2
8135473 Miesel et al. Mar 2012 B2
8137195 Penzias Mar 2012 B2
8137269 Sheikhzadeh-Nadjar et al. Mar 2012 B2
8140161 Willerton et al. Mar 2012 B2
8141276 Ellis Mar 2012 B2
8152710 Dlugos, Jr. et al. Apr 2012 B2
8157651 Ohta et al. Apr 2012 B2
8157731 Teller et al. Apr 2012 B2
8160273 Visser et al. Apr 2012 B2
8160669 Brauker et al. Apr 2012 B2
8160695 Dacey, Jr. et al. Apr 2012 B2
8160702 Mann et al. Apr 2012 B2
8164567 Barney et al. Apr 2012 B1
8165691 Ellingson et al. Apr 2012 B2
8165893 Goldberg et al. Apr 2012 B1
8169406 Barney et al. May 2012 B2
8172459 Abreu May 2012 B2
8174378 Richman et al. May 2012 B2
8174395 Samuelsson et al. May 2012 B2
8180446 Dacey, Jr. et al. May 2012 B2
8180447 Dacey, Jr. et al. May 2012 B2
8180591 Yuen et al. May 2012 B2
8180592 Yuen et al. May 2012 B2
8184097 Barney et al. May 2012 B1
8185181 Feldman et al. May 2012 B2
8186081 Wilson, III et al. May 2012 B2
8190253 Heruth et al. May 2012 B2
8192406 Wells et al. Jun 2012 B2
8197454 Mann et al. Jun 2012 B2
8200342 Stevenson et al. Jun 2012 B2
8202260 Mann et al. Jun 2012 B2
8204590 Sambelashvili et al. Jun 2012 B2
8204597 Gerber et al. Jun 2012 B2
8205356 Ellis Jun 2012 B2
8207316 Bentwich Jun 2012 B1
8214045 Kronich et al. Jul 2012 B2
8216139 Brauker et al. Jul 2012 B2
8217946 Halpern et al. Jul 2012 B2
8226493 Briggs et al. Jul 2012 B2
8233958 Brauker et al. Jul 2012 B2
8233959 Kamath et al. Jul 2012 B2
8233976 Dacey, Jr. et al. Jul 2012 B2
8234798 DiBenedetto et al. Aug 2012 B2
8237657 Liberty et al. Aug 2012 B2
8239166 Hayter et al. Aug 2012 B2
8246533 Chang et al. Aug 2012 B2
8246563 Wariar Aug 2012 B2
8248367 Barney et al. Aug 2012 B1
8249708 Krause et al. Aug 2012 B2
8250782 Callahan et al. Aug 2012 B2
8251061 Lee et al. Aug 2012 B2
8251903 LeBoeuf et al. Aug 2012 B2
8251906 Brauker et al. Aug 2012 B2
8251946 Bardy Aug 2012 B2
8257259 Brauker et al. Sep 2012 B2
8257729 Schmitz et al. Sep 2012 B2
8258941 Case, Jr. Sep 2012 B2
8260393 Kamath et al. Sep 2012 B2
8260412 Krause et al. Sep 2012 B2
8260422 Ellingson et al. Sep 2012 B2
8260558 Hayter et al. Sep 2012 B2
8261468 Ellis, III Sep 2012 B2
8265723 McHale et al. Sep 2012 B1
8265725 Brauker et al. Sep 2012 B2
8265771 Donofrio et al. Sep 2012 B2
8267786 Ikeda Sep 2012 B2
8269635 Kroll et al. Sep 2012 B2
8269636 Kroll et al. Sep 2012 B2
8270938 Flippo et al. Sep 2012 B2
8271072 Houben et al. Sep 2012 B2
8273032 Carney et al. Sep 2012 B2
8275437 Brauker et al. Sep 2012 B2
8277741 McCabe Oct 2012 B2
8280475 Brister et al. Oct 2012 B2
8282549 Brauker et al. Oct 2012 B2
8287520 Drew et al. Oct 2012 B2
8290561 Brauker et al. Oct 2012 B2
8290596 Wei et al. Oct 2012 B2
8291614 Ellis Oct 2012 B2
8295933 Gerber et al. Oct 2012 B2
8301219 Chen et al. Oct 2012 B2
8301243 Stevenson et al. Oct 2012 B2
8306610 Mirow Nov 2012 B2
8306766 Mueller, Jr. et al. Nov 2012 B2
8308563 Ikeda et al. Nov 2012 B2
8308661 Miesel et al. Nov 2012 B2
8310336 Muhsin et al. Nov 2012 B2
8311749 Brauker et al. Nov 2012 B2
8311769 Yuen et al. Nov 2012 B2
8311770 Yuen et al. Nov 2012 B2
8313379 Ikeda et al. Nov 2012 B2
8321003 Zhang et al. Nov 2012 B2
8321032 Frysz et al. Nov 2012 B2
8321149 Brauker et al. Nov 2012 B2
8323232 Bardy Dec 2012 B2
8326435 Stevenson Dec 2012 B2
8328420 Abreu Dec 2012 B2
8332038 Heruth et al. Dec 2012 B2
8335568 Heruth et al. Dec 2012 B2
8337431 Heruth et al. Dec 2012 B2
8348882 Bardy Jan 2013 B2
8348886 Kanderian, Jr. et al. Jan 2013 B2
8348923 Kanderian, Jr. et al. Jan 2013 B2
8355783 Goetz et al. Jan 2013 B2
8359095 Hedberg et al. Jan 2013 B2
8359545 Pixley et al. Jan 2013 B2
8368648 Barney et al. Feb 2013 B2
8373556 LaLonde et al. Feb 2013 B2
8373659 Barney et al. Feb 2013 B2
8374667 Brauker et al. Feb 2013 B2
8374697 Berger Feb 2013 B2
8376943 Kovach et al. Feb 2013 B2
8384668 Barney et al. Feb 2013 B2
8385971 Rhoads et al. Feb 2013 B2
8386004 Kamath et al. Feb 2013 B2
8386008 Yuen et al. Feb 2013 B2
8388347 Beville Mar 2013 B2
8388530 Shusterman Mar 2013 B2
8388544 Hoctor et al. Mar 2013 B2
8389286 Chahal et al. Mar 2013 B2
8395498 Gaskill et al. Mar 2013 B2
8396554 Miesel et al. Mar 2013 B2
8396557 DiLorenzo Mar 2013 B2
8398546 Pacione et al. Mar 2013 B2
8406893 Krause et al. Mar 2013 B2
8407022 Sheng et al. Mar 2013 B2
8409003 Ikeda Apr 2013 B2
8410940 Samuelsson et al. Apr 2013 B2
8412352 Griswold et al. Apr 2013 B2
8417311 Rule Apr 2013 B2
8419650 Cosentino et al. Apr 2013 B2
8421822 Odland et al. Apr 2013 B2
8428744 Stancer et al. Apr 2013 B2
8430753 Ikeda et al. Apr 2013 B2
8433395 Brockway et al. Apr 2013 B1
8435186 Hettrick et al. May 2013 B2
8435738 Holmes May 2013 B2
8436810 Langereis et al. May 2013 B2
8437980 Yuen et al. May 2013 B2
8438038 Cosentino et al. May 2013 B2
8444560 Hayter et al. May 2013 B2
8444653 Nycz et al. May 2013 B2
8447265 Flippo et al. May 2013 B2
8447401 Miesel et al. May 2013 B2
8447403 Sharma et al. May 2013 B2
8447404 Sharma et al. May 2013 B2
8452366 Gilland May 2013 B2
8452394 Burnes et al. May 2013 B2
8454552 Bardy Jun 2013 B2
8457727 Qu Jun 2013 B2
8457757 Cauller et al. Jun 2013 B2
8457760 Johnson et al. Jun 2013 B2
8460189 Libbus et al. Jun 2013 B2
8461979 Case, Jr. Jun 2013 B2
8463576 Yuen et al. Jun 2013 B2
8463577 Yuen et al. Jun 2013 B2
8467904 Dariush Jun 2013 B2
8469886 Brauker et al. Jun 2013 B2
8473245 Ohta Jun 2013 B2
8475275 Weston et al. Jul 2013 B2
8475739 Holmes et al. Jul 2013 B2
8478378 Lal et al. Jul 2013 B2
8478389 Brockway et al. Jul 2013 B1
8478557 Hayter et al. Jul 2013 B2
8483840 Stevenson et al. Jul 2013 B2
8484153 Mott et al. Jul 2013 B2
8484270 Kurtz et al. Jul 2013 B2
8485979 Giftakis et al. Jul 2013 B2
8486070 Morgan et al. Jul 2013 B2
8491389 Weston et al. Jul 2013 B2
8493187 Rowland et al. Jul 2013 B2
8494829 Teixeira Jul 2013 B2
8496657 Bonutti et al. Jul 2013 B2
RE44408 Lindsay Aug 2013 E
8499476 Berner, Jr. et al. Aug 2013 B2
8509893 Xiao et al. Aug 2013 B2
8509913 Johnson et al. Aug 2013 B2
8512242 LeBoeuf et al. Aug 2013 B2
8515547 Mass et al. Aug 2013 B2
8515559 Roberts et al. Aug 2013 B2
8521292 Wei et al. Aug 2013 B2
8527045 Krause et al. Sep 2013 B2
8527064 Zhang et al. Sep 2013 B2
8532779 Krause et al. Sep 2013 B2
8532935 Budiman Sep 2013 B2
8540632 Robertson et al. Sep 2013 B2
8543185 Yuen et al. Sep 2013 B2
8543199 Snyder et al. Sep 2013 B2
8543351 Yuen et al. Sep 2013 B2
8545436 Robertson et al. Oct 2013 B2
8547248 Zdeblick et al. Oct 2013 B2
8548770 Yuen et al. Oct 2013 B2
8554325 Molnar et al. Oct 2013 B2
8554331 Gerber et al. Oct 2013 B2
8557772 Popel et al. Oct 2013 B2
8560038 Hayter et al. Oct 2013 B2
8565848 Brister et al. Oct 2013 B2
8565886 Nelson et al. Oct 2013 B2
8571808 Hayter Oct 2013 B2
8571881 Rousso et al. Oct 2013 B2
8574146 Gillespie, Jr. et al. Nov 2013 B2
8577453 Stevenson et al. Nov 2013 B1
8577465 Mashiach Nov 2013 B2
8577468 Mashiach et al. Nov 2013 B2
8577478 Mashiach et al. Nov 2013 B2
8583227 Savage et al. Nov 2013 B2
8583402 Yuen et al. Nov 2013 B2
8587427 LaLonde et al. Nov 2013 B2
8600681 Hayter et al. Dec 2013 B2
8606355 Krause Dec 2013 B1
8608535 Weston et al. Dec 2013 B2
8609973 D'Amours Dec 2013 B2
8611996 Donofrio et al. Dec 2013 B2
8612163 Hayter et al. Dec 2013 B2
8615299 Goetz Dec 2013 B2
8615377 Yuen et al. Dec 2013 B1
8615405 Rousso et al. Dec 2013 B2
8620591 Wegerich Dec 2013 B2
8620617 Yuen et al. Dec 2013 B2
8620679 Rousso et al. Dec 2013 B2
8623023 Ritchey et al. Jan 2014 B2
8629836 Liberty Jan 2014 B2
8630706 Dacey, Jr. et al. Jan 2014 B2
8632463 Drinan et al. Jan 2014 B2
8632465 Brockway Jan 2014 B1
8639524 Solomon Jan 2014 B2
8641220 Lin Feb 2014 B1
8641612 Teller et al. Feb 2014 B2
8644957 Mashiach Feb 2014 B2
8644967 Seiler Feb 2014 B2
8655441 Fletcher et al. Feb 2014 B2
8656607 Ellis Feb 2014 B2
8657745 Brauker et al. Feb 2014 B2
8657747 Kamath et al. Feb 2014 B2
8663106 Stivoric et al. Mar 2014 B2
8663109 Brister et al. Mar 2014 B2
8666471 Rogers et al. Mar 2014 B2
8666488 Duke Mar 2014 B2
8667709 Ellis Mar 2014 B2
8670953 Yuen et al. Mar 2014 B2
8672845 Kamath et al. Mar 2014 B2
8673194 Lee et al. Mar 2014 B2
8674825 Zdeblick et al. Mar 2014 B2
8676170 Porrati et al. Mar 2014 B2
8679014 Bennett et al. Mar 2014 B2
8682615 Hayter et al. Mar 2014 B2
8683850 Sheng et al. Apr 2014 B2
8684943 Schmidt et al. Apr 2014 B2
8686579 Barney et al. Apr 2014 B2
8688202 Brockway et al. Apr 2014 B2
8688210 Burnes et al. Apr 2014 B2
8688221 Miesel et al. Apr 2014 B2
8694282 Yuen et al. Apr 2014 B2
8698638 Samuelsson et al. Apr 2014 B2
8702515 Weston et al. Apr 2014 B2
8706232 Su et al. Apr 2014 B2
8706233 Su et al. Apr 2014 B2
8706237 Giftakis et al. Apr 2014 B2
8707040 Andersen Apr 2014 B2
8708821 Barney et al. Apr 2014 B2
8708824 Ohta et al. Apr 2014 B2
8708904 Stivoric et al. Apr 2014 B2
8711094 Barney et al. Apr 2014 B2
8712529 Sharma et al. Apr 2014 B2
8712530 Sharma et al. Apr 2014 B2
8715159 Pool et al. May 2014 B2
8715269 Wolff et al. May 2014 B2
8718193 Arne et al. May 2014 B2
8718753 Chon et al. May 2014 B2
8718776 Mashiach et al. May 2014 B2
8718965 Hayter et al. May 2014 B2
8721520 Caira et al. May 2014 B2
8721643 Morgan et al. May 2014 B2
8725244 Miesel et al. May 2014 B2
8725253 Johnson et al. May 2014 B2
8727995 Brunke May 2014 B2
8730031 Thompson et al. May 2014 B2
8730034 Case, Jr. May 2014 B2
8738323 Yuen et al. May 2014 B2
8739639 Owings et al. Jun 2014 B2
8740751 Shum Jun 2014 B2
8742623 Biederman et al. Jun 2014 B1
8744587 Miesel et al. Jun 2014 B2
8744803 Park et al. Jun 2014 B2
8744804 Messenger et al. Jun 2014 B2
8747315 Brauker et al. Jun 2014 B2
8750955 Brister et al. Jun 2014 B2
8751013 Johnson et al. Jun 2014 B2
8751194 Panther et al. Jun 2014 B2
8751320 Kemist Jun 2014 B1
8753165 Weston Jun 2014 B2
8753275 Najafi et al. Jun 2014 B2
8755837 Rhoads et al. Jun 2014 B2
8755871 Weng et al. Jun 2014 B2
8758136 Briggs et al. Jun 2014 B2
8758242 Miesel et al. Jun 2014 B2
8761852 Parthasarathy et al. Jun 2014 B2
8762101 Yuen et al. Jun 2014 B2
8762102 Yuen et al. Jun 2014 B2
8763261 Kemist Jul 2014 B1
8766789 Cosentino et al. Jul 2014 B2
8766805 Alameh et al. Jul 2014 B2
8768313 Rodriguez Jul 2014 B2
8768648 Panther et al. Jul 2014 B2
8771222 Kanderian, Jr. et al. Jul 2014 B2
8774918 Donofrio et al. Jul 2014 B2
8775120 Molettiere et al. Jul 2014 B2
8777924 Kanderian, Jr. et al. Jul 2014 B2
8781197 Wang et al. Jul 2014 B2
8781791 Panther et al. Jul 2014 B2
8784425 Ritchey et al. Jul 2014 B2
8788007 Brauker et al. Jul 2014 B2
8788028 Kumar et al. Jul 2014 B2
8788057 Stevenson et al. Jul 2014 B2
8790180 Barney et al. Jul 2014 B2
8790400 Boyden et al. Jul 2014 B2
8792982 Miesel et al. Jul 2014 B2
8792991 Gerber et al. Jul 2014 B2
8793101 Yuen et al. Jul 2014 B2
8795079 Penzias, III Aug 2014 B2
8795260 Drew Aug 2014 B2
8795359 Boyden et al. Aug 2014 B2
8798773 Mashiach Aug 2014 B2
8801610 Brauker et al. Aug 2014 B2
8805110 Rhoads et al. Aug 2014 B2
8805478 Powers et al. Aug 2014 B2
8805485 Sameni et al. Aug 2014 B2
8805508 Gerber et al. Aug 2014 B2
8805518 King et al. Aug 2014 B2
8805530 John Aug 2014 B2
8805646 Messenger et al. Aug 2014 B2
8808163 Pool et al. Aug 2014 B2
8808373 Boyden et al. Aug 2014 B2
8812259 Messenger et al. Aug 2014 B2
8812260 Yuen et al. Aug 2014 B2
8814688 Barney et al. Aug 2014 B2
8814868 Janna et al. Aug 2014 B2
8818505 Bhunia et al. Aug 2014 B2
8818522 Mass et al. Aug 2014 B2
8818753 Yuen et al. Aug 2014 B2
8821350 Maertz Sep 2014 B2
8827810 Weston et al. Sep 2014 B2
8827906 Yuen et al. Sep 2014 B2
8834020 Abreu Sep 2014 B2
8834271 Ikeda Sep 2014 B2
8834366 Hayter et al. Sep 2014 B2
8838235 Cowan et al. Sep 2014 B2
8838249 Nycz Sep 2014 B2
8840838 Holmes et al. Sep 2014 B2
8842176 Schofield et al. Sep 2014 B2
8843210 Simon et al. Sep 2014 B2
8843321 Duke et al. Sep 2014 B2
8845536 Brauker et al. Sep 2014 B2
8847766 Zdeblick et al. Sep 2014 B2
8849259 Rhoads et al. Sep 2014 B2
8849368 Madsen et al. Sep 2014 B2
8849610 Molettiere et al. Sep 2014 B2
8849682 Mahajan et al. Sep 2014 B2
8852095 Schlottau et al. Oct 2014 B2
8852098 Teller et al. Oct 2014 B2
8855712 Lord et al. Oct 2014 B2
8855785 Johnson et al. Oct 2014 B1
8857078 Berner, Jr. et al. Oct 2014 B2
8857934 Hirayama Oct 2014 B2
8858432 Robertson et al. Oct 2014 B2
8868377 Yuen et al. Oct 2014 B2
8870655 Ikeda Oct 2014 B2
8870736 Qu Oct 2014 B2
8870742 Dlugos, Jr. et al. Oct 2014 B2
8870766 Stivoric et al. Oct 2014 B2
8875714 Boyden et al. Nov 2014 B2
8879983 Yun et al. Nov 2014 B2
8880155 Mestek et al. Nov 2014 B2
8882666 Goldberg et al. Nov 2014 B1
8884809 Hyde et al. Nov 2014 B2
8886206 Lord et al. Nov 2014 B2
8888576 Briggs et al. Nov 2014 B2
8892401 Yuen et al. Nov 2014 B2
8900142 Old et al. Dec 2014 B2
8901084 Genove et al. Dec 2014 B2
8907782 Baker et al. Dec 2014 B2
8911486 Drnek et al. Dec 2014 B1
8913011 Barney et al. Dec 2014 B2
8915785 Barney et al. Dec 2014 B2
8915849 Brauker et al. Dec 2014 B2
8918178 Simon et al. Dec 2014 B2
8920332 Hong et al. Dec 2014 B2
8923970 Bar-Yoseph et al. Dec 2014 B2
8923976 Johanek Dec 2014 B2
8926573 Smith et al. Jan 2015 B2
8929877 Rhoads et al. Jan 2015 B2
8929963 Lisogurski Jan 2015 B2
8929999 Maschiach Jan 2015 B2
8932221 Colliou et al. Jan 2015 B2
8935119 Yuen Jan 2015 B2
8935123 Yuen et al. Jan 2015 B2
8937594 Liberty Jan 2015 B2
8938368 Yuen et al. Jan 2015 B2
8938892 Case, Jr. Jan 2015 B2
8942777 Diab et al. Jan 2015 B2
8942953 Yuen et al. Jan 2015 B2
8945017 Venkatraman et al. Feb 2015 B2
8945328 Longinotti-Buitoni et al. Feb 2015 B2
8946390 Chahal et al. Feb 2015 B2
8948832 Hong et al. Feb 2015 B2
8948834 Diab et al. Feb 2015 B2
8948839 Longinotti-Buitoni et al. Feb 2015 B1
8954149 Shalev Feb 2015 B2
8954290 Yuen et al. Feb 2015 B2
8954291 Messenger et al. Feb 2015 B2
8956228 Shum et al. Feb 2015 B2
8956287 Zdeblick et al. Feb 2015 B2
8956288 Hafezi et al. Feb 2015 B2
8956303 Hong et al. Feb 2015 B2
8957777 Baker et al. Feb 2015 B2
8958870 Gerber et al. Feb 2015 B2
8961260 Weston Feb 2015 B2
8961312 Barney et al. Feb 2015 B2
8961412 Hafezi et al. Feb 2015 B2
8961414 Teller et al. Feb 2015 B2
8965730 Yuen Feb 2015 B2
8965824 Chun et al. Feb 2015 B2
8968196 Teller et al. Mar 2015 B2
8970392 LaLonde et al. Mar 2015 B2
8971936 Derchak Mar 2015 B2
8973197 Omidi Mar 2015 B2
8975372 Ju et al. Mar 2015 B2
8979757 Mottram et al. Mar 2015 B2
8979763 Stivoric et al. Mar 2015 B2
8982150 Odland et al. Mar 2015 B2
8983628 Simon et al. Mar 2015 B2
8983629 Simon et al. Mar 2015 B2
8986209 Brauker et al. Mar 2015 B2
8989858 Dacey, Jr. et al. Mar 2015 B2
8989861 Su et al. Mar 2015 B2
8989867 Chow et al. Mar 2015 B2
8989870 Johnson et al. Mar 2015 B2
8990924 Chow Mar 2015 B2
8994657 Liberty et al. Mar 2015 B2
8998815 Venkatraman et al. Apr 2015 B2
9000973 Hyde et al. Apr 2015 B2
9002471 Stevenson et al. Apr 2015 B2
9005129 Venkatraman et al. Apr 2015 B2
9008724 Lord Apr 2015 B2
9008762 Brockway et al. Apr 2015 B2
9011248 Ikeda et al. Apr 2015 B2
9011361 de Juan, Jr. et al. Apr 2015 B2
9014661 deCharms Apr 2015 B2
9014790 Richards et al. Apr 2015 B2
9014802 Dacey, Jr. et al. Apr 2015 B2
9014986 Krieftewirth Apr 2015 B2
9017380 Mayer et al. Apr 2015 B2
9019106 Alameh et al. Apr 2015 B2
9020591 Dacey, Jr. et al. Apr 2015 B2
9020592 Dacey, Jr. et al. Apr 2015 B2
9020597 Sharma et al. Apr 2015 B2
9026190 Shenasa et al. May 2015 B2
9026201 Zhang et al. May 2015 B2
9026206 Krause et al. May 2015 B2
9026792 Andersen May 2015 B2
9029736 Lavin, Jr. May 2015 B2
9030335 Ellis May 2015 B2
9031637 Ritchey et al. May 2015 B2
9031669 Zhang et al. May 2015 B2
9031812 Roberts et al. May 2015 B2
9033875 Teller et al. May 2015 B2
9033876 Teller et al. May 2015 B2
9033920 Miesel May 2015 B2
9039533 Barney et al. May 2015 B2
9039614 Yuen et al. May 2015 B2
9042971 Brumback et al. May 2015 B2
9042988 DiLorenzo May 2015 B2
9044149 Richards et al. Jun 2015 B2
9044150 Brumback et al. Jun 2015 B2
9044171 Venkatraman et al. Jun 2015 B2
9044180 LeBoeuf et al. Jun 2015 B2
9044209 Dayton et al. Jun 2015 B2
9044612 Mashiach et al. Jun 2015 B2
9044671 Ikeda Jun 2015 B2
9049998 Brumback et al. Jun 2015 B2
9050007 Brockway et al. Jun 2015 B1
9050041 Feldman et al. Jun 2015 B2
9055791 Proud et al. Jun 2015 B2
9055901 Brister et al. Jun 2015 B2
9060719 Hayter et al. Jun 2015 B2
9060722 Teixeira Jun 2015 B2
9060746 Weng et al. Jun 2015 B2
9061139 Stevenson et al. Jun 2015 B2
9061147 Sharma et al. Jun 2015 B2
9061151 Mashiach et al. Jun 2015 B2
9063529 Ellis Jun 2015 B2
9064342 Yuen et al. Jun 2015 B2
9066209 Yuen et al. Jun 2015 B2
9067073 Simms, Jr. Jun 2015 B2
9072438 Brockway et al. Jul 2015 B2
9072447 Chow Jul 2015 B2
9072560 Doherty Jul 2015 B2
9072870 Wu et al. Jul 2015 B2
9077030 Norton et al. Jul 2015 B2
9079045 Cowan et al. Jul 2015 B2
9079060 Hong et al. Jul 2015 B2
9081534 Yuen et al. Jul 2015 B2
9082011 Komogortsev Jul 2015 B2
9083589 Arne et al. Jul 2015 B2
9089182 Schrock et al. Jul 2015 B2
9095303 Osorio Aug 2015 B2
9100495 Ellis Aug 2015 B2
9101260 Desu-Kalyanam Aug 2015 B2
9101334 Rath et al. Aug 2015 B2
9103899 Hyde et al. Aug 2015 B2
9104965 Fritsch et al. Aug 2015 B2
9107614 Halkias et al. Aug 2015 B2
9107623 Brauker et al. Aug 2015 B2
9108098 Galasso et al. Aug 2015 B2
9113794 Hong et al. Aug 2015 B2
9113795 Hong et al. Aug 2015 B2
9113801 DiLorenzo Aug 2015 B2
9113823 Yuen et al. Aug 2015 B2
9113844 Hollstien Aug 2015 B2
9119528 Cobelli et al. Sep 2015 B2
9119529 Hampapuram et al. Sep 2015 B2
9119554 Zdeblick et al. Sep 2015 B2
9125548 Hayter Sep 2015 B2
9125577 Sameni et al. Sep 2015 B2
9125981 Mann et al. Sep 2015 B2
9126825 Molin et al. Sep 2015 B2
9128015 Holmes et al. Sep 2015 B2
9131120 Schofield et al. Sep 2015 B2
9131842 Old et al. Sep 2015 B2
9138181 Haisley et al. Sep 2015 B2
9138523 Burnett et al. Sep 2015 B2
9138537 Miesel Sep 2015 B2
9142117 Muhsin et al. Sep 2015 B2
9144488 Boyden et al. Sep 2015 B2
9144489 Boyden et al. Sep 2015 B2
9148483 Molettiere et al. Sep 2015 B1
RE45766 Lindsay Oct 2015 E
9149189 Proud Oct 2015 B2
9149577 Robertson et al. Oct 2015 B2
9149717 Barney et al. Oct 2015 B2
9151834 Hyde et al. Oct 2015 B2
9155885 Wei et al. Oct 2015 B2
9159223 Proud Oct 2015 B2
9160836 Ellis Oct 2015 B2
9161693 Rizwan Oct 2015 B2
9162148 Barney et al. Oct 2015 B2
9164167 Hyde et al. Oct 2015 B2
9165117 Teller et al. Oct 2015 B2
9167991 Yuen et al. Oct 2015 B2
9168001 Stivoric et al. Oct 2015 B2
9168374 Su Oct 2015 B2
9168419 Hong et al. Oct 2015 B2
9171201 Lake, II et al. Oct 2015 B2
9173574 Teixeira et al. Nov 2015 B2
9174058 Ellingson et al. Nov 2015 B2
9185489 Gerber et al. Nov 2015 B2
9186509 Nelson et al. Nov 2015 B2
9186585 Briggs et al. Nov 2015 B2
9187539 Popel et al. Nov 2015 B2
9189739 Mott et al. Nov 2015 B2
9192328 Brauker et al. Nov 2015 B2
9192329 Al-Ali Nov 2015 B2
9192816 Molyneux et al. Nov 2015 B2
9198478 Meschter et al. Dec 2015 B2
9198604 Venkatraman et al. Dec 2015 B2
9198911 Christiano et al. Dec 2015 B2
9201413 Hanft Dec 2015 B2
9204038 Lord et al. Dec 2015 B2
9204798 Proud Dec 2015 B2
9204806 Stivoric et al. Dec 2015 B2
9205264 Heruth et al. Dec 2015 B2
9207660 Ellis Dec 2015 B2
9211185 Boyden et al. Dec 2015 B2
9215290 Yuen et al. Dec 2015 B2
9215910 Dhillon Dec 2015 B2
9218454 Kiani et al. Dec 2015 B2
9220461 Samuelsson et al. Dec 2015 B2
9226663 Fei Jan 2016 B2
9227128 Carfagna, Jr. Jan 2016 B1
9227138 Ikeda Jan 2016 B2
9233245 Lamensdorf et al. Jan 2016 B2
9237012 Andersen Jan 2016 B2
9237855 Hong et al. Jan 2016 B2
9237858 Krusor et al. Jan 2016 B2
9241635 Yuen et al. Jan 2016 B2
9247911 Galloway et al. Feb 2016 B2
9248291 Mashiach Feb 2016 B2
9248302 Mashiach et al. Feb 2016 B2
9250229 Holmes Feb 2016 B2
9250716 Sheng et al. Feb 2016 B2
9251960 Brendel et al. Feb 2016 B2
9254092 Albert et al. Feb 2016 B2
9259180 McCaffrey Feb 2016 B2
9261978 Liberty et al. Feb 2016 B2
9265871 Jeevanandam et al. Feb 2016 B2
9268915 Holmes et al. Feb 2016 B2
9269251 LaLonde et al. Feb 2016 B2
9270025 Robertson et al. Feb 2016 B2
9271133 Rodriguez Feb 2016 B2
RE45905 Ikeda et al. Mar 2016 E
9271857 Pool et al. Mar 2016 B2
9272206 Weston et al. Mar 2016 B2
9277534 Yun et al. Mar 2016 B2
9279734 Walker Mar 2016 B2
9282894 Banet et al. Mar 2016 B2
9282902 Richards et al. Mar 2016 B2
9282925 Kamath et al. Mar 2016 B2
9288298 Choudhary et al. Mar 2016 B2
9288614 Young et al. Mar 2016 B1
9289123 Weibel et al. Mar 2016 B2
9289607 Su et al. Mar 2016 B2
9289613 Burnes et al. Mar 2016 B2
9294074 Brockway Mar 2016 B2
9295403 Mirov et al. Mar 2016 B1
9297709 Dojan et al. Mar 2016 B2
9298282 Liberty Mar 2016 B2
9301573 Jasmine Apr 2016 B2
9302045 Rule Apr 2016 B2
9305559 Sharma et al. Apr 2016 B2
9307917 Hong et al. Apr 2016 B2
9308381 Mashiach et al. Apr 2016 B2
9310909 Myers et al. Apr 2016 B2
9317729 Krusor et al. Apr 2016 B2
9317743 Datta et al. Apr 2016 B2
9317920 Gluncic Apr 2016 B2
9320470 Keenan et al. Apr 2016 B2
9320677 Johnson et al. Apr 2016 B2
9320842 Orhan et al. Apr 2016 B2
9320900 DiLorenzo Apr 2016 B2
9320976 Weston Apr 2016 B2
9323894 Kiani Apr 2016 B2
9326566 Beers et al. May 2016 B2
9326708 Hanson et al. May 2016 B2
9326711 Kracker et al. May 2016 B2
9326720 McLaughlin May 2016 B2
9326730 Boyden et al. May 2016 B2
9327061 Govil et al. May 2016 B2
9332919 Crockford May 2016 B2
9333071 Boyden et al. May 2016 B2
9333350 Rise et al. May 2016 B2
9339188 Proud May 2016 B2
9339201 Banet et al. May 2016 B2
9339202 Brockway et al. May 2016 B2
9339203 Banet et al. May 2016 B2
9339372 Boyden et al. May 2016 B2
9344546 Choudhary et al. May 2016 B2
9345404 Proud May 2016 B2
9345879 Sharma et al. May 2016 B2
9345892 Corndorf et al. May 2016 B2
9348974 Goetz May 2016 B2
9351124 Shelton May 2016 B1
9351668 Brauker et al. May 2016 B2
9352156 Lane et al. May 2016 B2
9356473 Ghovanloo May 2016 B2
9357922 Proud Jun 2016 B2
9358374 Dacey, Jr. et al. Jun 2016 B2
9358378 Hanson et al. Jun 2016 B2
9358381 Simon et al. Jun 2016 B2
9358392 Mashiach Jun 2016 B2
9361572 Proud et al. Jun 2016 B2
9364042 Bahl et al. Jun 2016 B2
9364173 Brauker et al. Jun 2016 B2
9364609 Keenan et al. Jun 2016 B2
9367793 Proud et al. Jun 2016 B2
9369365 Molettiere et al. Jun 2016 B2
9370320 Messenger et al. Jun 2016 B2
9370326 McHale et al. Jun 2016 B2
9370618 Mann et al. Jun 2016 B2
9370619 Mann et al. Jun 2016 B2
9374279 Yuen et al. Jun 2016 B2
9375047 Ellis Jun 2016 B2
9375145 Chin et al. Jun 2016 B2
9375171 Teixeira Jun 2016 B2
9380834 Rushbrook et al. Jul 2016 B2
9386360 Sagan et al. Jul 2016 B2
9386924 Baker et al. Jul 2016 B2
9388873 Phipps et al. Jul 2016 B1
9390427 Messenger et al. Jul 2016 B2
9392939 Proud Jul 2016 B2
9393384 Kapur et al. Jul 2016 B1
9393491 Barney et al. Jul 2016 B2
9393500 Barney et al. Jul 2016 B2
9398787 Ellis, III Jul 2016 B2
9398854 Proud Jul 2016 B2
9398856 Abreu Jul 2016 B2
9398872 Hayter et al. Jul 2016 B2
9399134 Simon et al. Jul 2016 B2
9400598 Pixley et al. Jul 2016 B2
9401153 Sharma et al. Jul 2016 B2
9402545 Baker et al. Aug 2016 B2
9402552 Richards et al. Aug 2016 B2
9403009 Mashiach Aug 2016 B2
9403021 Dronov Aug 2016 B2
9408549 Brockway et al. Aug 2016 B2
9409018 Tourrel et al. Aug 2016 B2
9410691 Lin Aug 2016 B2
9410857 Walker Aug 2016 B2
9410979 Yuen et al. Aug 2016 B2
9414641 Ellis Aug 2016 B2
9414651 Proud et al. Aug 2016 B2
9414758 Brockway et al. Aug 2016 B1
9414775 Colvin, Jr. et al. Aug 2016 B2
9415125 Chen et al. Aug 2016 B2
9415163 Ricotti et al. Aug 2016 B2
9415219 Simon et al. Aug 2016 B2
9418390 Chun et al. Aug 2016 B2
9420083 Roberts et al. Aug 2016 B2
9420856 Proud et al. Aug 2016 B2
9420857 Proud et al. Aug 2016 B2
9420956 Gopalakrishnan et al. Aug 2016 B2
9420965 Brauker et al. Aug 2016 B2
9421388 John Aug 2016 B2
9424508 Proud et al. Aug 2016 B2
9427053 Proud et al. Aug 2016 B2
9427160 Proud et al. Aug 2016 B2
9427165 Finlay et al. Aug 2016 B2
9427189 Proud et al. Aug 2016 B2
9427190 Proud Aug 2016 B1
9427581 Simon et al. Aug 2016 B2
9431694 Li et al. Aug 2016 B2
9433371 Hafezi et al. Sep 2016 B2
9433376 Estes et al. Sep 2016 B2
9433783 Wei et al. Sep 2016 B2
9436903 Proud et al. Sep 2016 B2
9436923 Sriram et al. Sep 2016 B1
9439567 Carter et al. Sep 2016 B2
9439599 Thompson et al. Sep 2016 B2
9440025 Kanderian, Jr. et al. Sep 2016 B2
9444503 Arne et al. Sep 2016 B2
9445651 Proud et al. Sep 2016 B2
9445730 Snyder et al. Sep 2016 B2
9445767 Abreu Sep 2016 B2
9446235 Su et al. Sep 2016 B2
9446319 Barney et al. Sep 2016 B2
9451886 Teixeira Sep 2016 B2
9452258 Dobbles et al. Sep 2016 B2
9452259 Dobbles et al. Sep 2016 B2
9454644 Cosentino et al. Sep 2016 B2
9456755 Soykan et al. Oct 2016 B2
9456787 Venkatraman et al. Oct 2016 B2
9457146 Dobbles et al. Oct 2016 B2
9462856 Proud et al. Oct 2016 B2
9462962 Doerr Oct 2016 B2
9462979 Lisogurski et al. Oct 2016 B2
9463012 Bonutti et al. Oct 2016 B2
9463277 Dobbles et al. Oct 2016 B2
9463325 Young et al. Oct 2016 B1
9463380 Weston et al. Oct 2016 B2
9468854 Briggs et al. Oct 2016 B2
9474461 Fisher et al. Oct 2016 B2
9474855 McCann et al. Oct 2016 B2
9474888 Wiley et al. Oct 2016 B2
9474962 Barney et al. Oct 2016 B2
9480424 Darty et al. Nov 2016 B2
9483608 Hayter et al. Nov 2016 B2
9486128 Hannaford et al. Nov 2016 B1
9486168 Bonmassar et al. Nov 2016 B2
9486578 Finan et al. Nov 2016 B2
9492084 Behar et al. Nov 2016 B2
9492096 Brockway et al. Nov 2016 B2
9492656 Chow et al. Nov 2016 B2
9492657 Gerber Nov 2016 B2
9492678 Chow Nov 2016 B2
9498137 Kovacs Nov 2016 B2
9498155 Brauker et al. Nov 2016 B2
9498195 Schutt et al. Nov 2016 B2
9498624 Bar-Yoseph et al. Nov 2016 B2
9498709 Ikeda Nov 2016 B2
9498728 Ikeda et al. Nov 2016 B2
9501735 Proud et al. Nov 2016 B2
9504291 Ellis Nov 2016 B2
9504408 Hong et al. Nov 2016 B2
9504425 Jooste Nov 2016 B2
9506802 Chu et al. Nov 2016 B2
9510788 Galeev Dec 2016 B2
9514338 Bromberg et al. Dec 2016 B1
9517023 McMillan et al. Dec 2016 B2
9517306 Morales Dec 2016 B2
9520638 Baringer et al. Dec 2016 B2
9521868 Cobbett et al. Dec 2016 B2
9521962 LeBoeuf Dec 2016 B2
9522282 Chow et al. Dec 2016 B2
9522317 Bleich et al. Dec 2016 B2
9526422 Proud Dec 2016 B2
9526430 Srinivas et al. Dec 2016 B2
9526433 Lapetina et al. Dec 2016 B2
9526650 Pool et al. Dec 2016 B2
9526834 Keenan et al. Dec 2016 B2
9526859 Rembrand Dec 2016 B2
9529972 Giftakis et al. Dec 2016 B2
9530089 Proud et al. Dec 2016 B2
9532716 Proud Jan 2017 B2
9532722 Lamego et al. Jan 2017 B2
9532738 Delbeke et al. Jan 2017 B2
9533157 Chow Jan 2017 B2
9538921 LeBoeuf et al. Jan 2017 B2
9538922 Wang Jan 2017 B2
9539037 Janna et al. Jan 2017 B2
9542685 Proud et al. Jan 2017 B2
9542706 Case, Jr. Jan 2017 B2
9543636 Baringer et al. Jan 2017 B2
9545506 Quigley Jan 2017 B2
9549585 Amos et al. Jan 2017 B2
9553486 Proud et al. Jan 2017 B2
9554705 Huang Jan 2017 B2
9554719 Banet et al. Jan 2017 B2
9559353 Norton et al. Jan 2017 B2
9561367 Sharma et al. Feb 2017 B2
9564777 Yeh et al. Feb 2017 B2
9565512 Rhoads et al. Feb 2017 B2
9568492 Yuen Feb 2017 B2
9569719 Proud et al. Feb 2017 B2
9569720 Proud et al. Feb 2017 B2
9569771 Lesavich et al. Feb 2017 B2
9572395 Roser Feb 2017 B2
9572499 Gopalakrishnan et al. Feb 2017 B2
9572533 Venkatraman et al. Feb 2017 B2
9572935 Dobbles et al. Feb 2017 B2
9572936 Dobbles et al. Feb 2017 B2
9572992 Shahandeh et al. Feb 2017 B2
9575570 Liberty et al. Feb 2017 B2
9576236 Proud et al. Feb 2017 B2
9577992 Zizi et al. Feb 2017 B2
9578903 Cobbett et al. Feb 2017 B2
9579020 Libbus et al. Feb 2017 B2
9579048 Rayner et al. Feb 2017 B2
9579060 Lisy et al. Feb 2017 B1
9579422 Ju et al. Feb 2017 B2
9579510 Meskens Feb 2017 B2
9579516 Kaib et al. Feb 2017 B2
9579568 Barney et al. Feb 2017 B2
9582748 Proud et al. Feb 2017 B2
9582749 Proud et al. Feb 2017 B2
9583256 Lapetina et al. Feb 2017 B2
9585566 Samuelsson et al. Mar 2017 B2
9585606 Lisogurski Mar 2017 B2
9585722 Ritchey et al. Mar 2017 B2
9586004 Dobbles et al. Mar 2017 B2
9590986 Zizi et al. Mar 2017 B2
9592328 Jeevanandam et al. Mar 2017 B2
9592379 Heruth et al. Mar 2017 B2
9592508 Holmes et al. Mar 2017 B2
9595996 Yun et al. Mar 2017 B2
9596997 Ritscher et al. Mar 2017 B1
9597014 Venkatraman et al. Mar 2017 B2
9597023 Lisogurski Mar 2017 B2
9597453 Dobbles et al. Mar 2017 B2
9597505 Donofrio et al. Mar 2017 B2
9599632 Yuen Mar 2017 B2
9600676 Farmer et al. Mar 2017 B1
9603416 Walsh et al. Mar 2017 B1
9603569 Mirov et al. Mar 2017 B2
9603997 Humayun et al. Mar 2017 B2
9610391 Vollmers et al. Apr 2017 B2
9613184 Giftakis et al. Apr 2017 B2
9614337 Lisogurski et al. Apr 2017 B2
9615215 Yuen et al. Apr 2017 B2
9615794 Kaskoun et al. Apr 2017 B2
9616225 Sharma et al. Apr 2017 B2
9616334 Weston et al. Apr 2017 B2
9622537 Amos et al. Apr 2017 B2
9622691 Budiman Apr 2017 B2
9623179 Mastrototaro et al. Apr 2017 B2
9623238 Sharma et al. Apr 2017 B2
9623240 Simon et al. Apr 2017 B2
9623248 Heruth et al. Apr 2017 B2
9629418 Rushbrook et al. Apr 2017 B2
9629558 Yuen et al. Apr 2017 B2
9632102 Holmes et al. Apr 2017 B2
9633170 Goetz Apr 2017 B2
9634921 Proud et al. Apr 2017 B2
9635901 Morrison et al. May 2017 B1
9636509 Hintz May 2017 B2
9639170 Yuen et al. May 2017 B2
9641239 Panther et al. May 2017 B2
9641342 Sriram et al. May 2017 B2
9641469 Choudhary et al. May 2017 B2
9642414 Lindsay et al. May 2017 B2
9645143 Holmes et al. May 2017 B2
9646481 Messenger et al. May 2017 B2
9648926 Marks May 2017 B2
9649036 Teixeira May 2017 B2
9651533 Islam May 2017 B2
9652838 Manmatha et al. May 2017 B1
9655405 Hamill May 2017 B2
9655519 Darty et al. May 2017 B2
9655548 Hong et al. May 2017 B2
9655558 Proud et al. May 2017 B2
9655565 Hampapuram et al. May 2017 B2
9658066 Yuen et al. May 2017 B2
9659484 Mehta et al. May 2017 B1
9662015 Proud et al. May 2017 B2
9662053 Richards et al. May 2017 B2
9662262 Hollander et al. May 2017 B2
9662445 Parikh et al. May 2017 B2
9664556 Chu et al. May 2017 B2
9664702 Holmes et al. May 2017 B2
9669262 Yuen et al. Jun 2017 B2
9672393 Zhu et al. Jun 2017 B1
9672715 Roberts et al. Jun 2017 B2
9672754 Yuen et al. Jun 2017 B2
9675273 Gluncic Jun 2017 B2
9675290 Budiman et al. Jun 2017 B2
9675809 Chow Jun 2017 B2
9675878 Barney et al. Jun 2017 B2
9680831 Jooste et al. Jun 2017 B2
9681814 Galloway et al. Jun 2017 B2
9681842 Zdeblick et al. Jun 2017 B2
9685802 Mirov et al. Jun 2017 B1
9687194 Cantwell et al. Jun 2017 B2
9687577 Dobrinsky et al. Jun 2017 B2
9687658 Wu et al. Jun 2017 B2
9692230 Biederman et al. Jun 2017 B2
9692844 Messenger et al. Jun 2017 B2
9692984 Lord Jun 2017 B2
9693605 Beers Jul 2017 B2
9693696 Kovacs et al. Jul 2017 B2
9693777 Schellin et al. Jul 2017 B2
9696199 Chu et al. Jul 2017 B2
9700222 Quinlan et al. Jul 2017 B2
9700223 Quinlan et al. Jul 2017 B2
9700234 Mickle et al. Jul 2017 B2
9700253 Estes et al. Jul 2017 B2
9700806 Ikeda et al. Jul 2017 B2
9704209 Proud et al. Jul 2017 B2
9706956 Brockway et al. Jul 2017 B2
9706957 Wu et al. Jul 2017 B2
9706963 Gupta et al. Jul 2017 B2
9706964 Ferber et al. Jul 2017 B2
9707466 Bleich et al. Jul 2017 B2
9707478 Barney et al. Jul 2017 B2
9709971 Ellis Jul 2017 B2
9712629 Molettiere et al. Jul 2017 B2
9713445 Freeman et al. Jul 2017 B2
9713701 Sarkar et al. Jul 2017 B2
9713766 Barney et al. Jul 2017 B2
9715012 Fernandes et al. Jul 2017 B2
9719990 Holmes et al. Aug 2017 B2
9723898 Proud et al. Aug 2017 B2
9723986 Mullin et al. Aug 2017 B1
9724098 Baxter, III et al. Aug 2017 B2
9724183 Mayer et al. Aug 2017 B2
9724509 Su et al. Aug 2017 B2
9724510 Sharma et al. Aug 2017 B2
9724511 Wei et al. Aug 2017 B2
9724517 Giftakis et al. Aug 2017 B2
9724521 Cong et al. Aug 2017 B2
9724562 Bailly et al. Aug 2017 B2
9730025 Yuen et al. Aug 2017 B2
9730601 Sarkar et al. Aug 2017 B2
9730619 Messenger et al. Aug 2017 B2
9730625 Krasnow et al. Aug 2017 B2
9731104 Linden et al. Aug 2017 B2
9731194 Briggs et al. Aug 2017 B2
9732322 Dalton et al. Aug 2017 B2
9734304 Blackadar et al. Aug 2017 B2
9734527 Collier et al. Aug 2017 B2
9736603 Osborne et al. Aug 2017 B2
9737249 Hayter et al. Aug 2017 B2
9737263 Kumar et al. Aug 2017 B1
9737797 Barney et al. Aug 2017 B2
9743861 Giedwoyn et al. Aug 2017 B2
9747431 Chow Aug 2017 B2
9749232 Sampath et al. Aug 2017 B2
9750441 Brauker et al. Sep 2017 B2
9750977 Yuen et al. Sep 2017 B2
9752925 Chu et al. Sep 2017 B2
9755704 Hviid et al. Sep 2017 B2
9756169 Mehta et al. Sep 2017 B2
9756895 Rice et al. Sep 2017 B2
9757040 Islam Sep 2017 B2
9757124 Schellin et al. Sep 2017 B2
9757302 Mayer Sep 2017 B2
9757510 Finan Sep 2017 B2
9763489 Amos et al. Sep 2017 B2
9763490 Seiler Sep 2017 B2
9763616 Dugan Sep 2017 B2
9764050 Almeida et al. Sep 2017 B1
9766959 Faaborg et al. Sep 2017 B2
9769564 Goran et al. Sep 2017 B2
9770185 Wheeler et al. Sep 2017 B2
9770652 Barney et al. Sep 2017 B2
9774298 Kuroda et al. Sep 2017 B2
9775543 Brister et al. Oct 2017 B2
9775987 Donofrio et al. Oct 2017 B2
9776041 Lachwani et al. Oct 2017 B1
9776042 Prokhorov Oct 2017 B2
9777817 Strom et al. Oct 2017 B2
9778280 Yuen et al. Oct 2017 B2
9779502 Lovberg et al. Oct 2017 B1
9782084 Maertz Oct 2017 B2
9782125 Berner, Jr. et al. Oct 2017 B2
9782132 Golda et al. Oct 2017 B2
9788785 LeBoeuf Oct 2017 B2
9789252 Gerber et al. Oct 2017 B2
9789309 Sharma et al. Oct 2017 B2
9789315 Dacey, Jr. et al. Oct 2017 B2
9795323 Yuen et al. Oct 2017 B2
9795737 Finan et al. Oct 2017 B2
9795782 Krusor et al. Oct 2017 B2
9797880 Hayter et al. Oct 2017 B2
9801547 Yuen et al. Oct 2017 B2
9801571 Hayter Oct 2017 B2
9801577 Budiman et al. Oct 2017 B2
9804150 Hayter et al. Oct 2017 B2
9804672 Anderson et al. Oct 2017 B2
9808198 Takahashi et al. Nov 2017 B2
9808204 LeBoeuf et al. Nov 2017 B2
9810591 Walker Nov 2017 B2
9810704 Holmes et al. Nov 2017 B2
9811730 Komogortsev Nov 2017 B2
9814388 Soro et al. Nov 2017 B2
9814400 Cendrillon et al. Nov 2017 B1
9814886 Zhou et al. Nov 2017 B2
9814973 Barney et al. Nov 2017 B2
9817440 Longinotti-Buitoni et al. Nov 2017 B2
9818092 Pennanen Nov 2017 B2
9820120 deCharms Nov 2017 B2
9820698 Fonseca et al. Nov 2017 B2
9826903 Derchak Nov 2017 B2
9826922 Datta et al. Nov 2017 B2
9826940 Lengerich Nov 2017 B1
9826963 Scott et al. Nov 2017 B2
9827372 Dobbles et al. Nov 2017 B2
9830781 Mirov et al. Nov 2017 B2
9833254 Barral et al. Dec 2017 B1
9833353 Witt et al. Dec 2017 B2
9836896 Zizi et al. Dec 2017 B2
9839422 Schellin et al. Dec 2017 B2
9839423 Vendely et al. Dec 2017 B2
9846231 D'Angelo et al. Dec 2017 B2
9847006 Asano Dec 2017 B2
9847012 Zomet et al. Dec 2017 B2
9848668 Smith, III Dec 2017 B2
9848789 Hu et al. Dec 2017 B2
9849239 Grosman et al. Dec 2017 B2
9849364 Tran et al. Dec 2017 B2
9852736 Sharma et al. Dec 2017 B2
9853819 Truu et al. Dec 2017 B2
9853976 Zizi et al. Dec 2017 B2
9854370 Meskens Dec 2017 B2
9854872 Bertagna et al. Jan 2018 B2
9854986 Quinlan et al. Jan 2018 B2
9855433 Shahandeh et al. Jan 2018 B2
9855785 Nagelberg et al. Jan 2018 B1
9861165 Schneider et al. Jan 2018 B2
9861286 Islam Jan 2018 B1
9861887 Briggs et al. Jan 2018 B1
9862222 Nagelberg et al. Jan 2018 B1
9863823 McMillen et al. Jan 2018 B2
9864842 Hyde et al. Jan 2018 B2
9868332 Anderson et al. Jan 2018 B2
9869973 Raymann et al. Jan 2018 B2
9872652 Salehizadeh et al. Jan 2018 B2
9872968 de Zambotti et al. Jan 2018 B2
9874923 Brown et al. Jan 2018 B1
9876537 Zhu et al. Jan 2018 B2
9877523 Ellis Jan 2018 B2
9877650 Muhsin et al. Jan 2018 B2
9878096 Roy et al. Jan 2018 B2
9878159 Mashiach Jan 2018 B2
9879741 Phipps et al. Jan 2018 B2
9882610 Baker et al. Jan 2018 B1
9883800 Pekander Feb 2018 B2
9884150 Jho et al. Feb 2018 B2
9884456 Schellin et al. Feb 2018 B2
9885698 Islam Feb 2018 B2
9886845 Rhoads et al. Feb 2018 B2
9888848 Samuelsson et al. Feb 2018 B2
9889305 Hellman et al. Feb 2018 B1
9894691 Hellman et al. Feb 2018 B1
9895063 Hannaford et al. Feb 2018 B1
9895301 Christiano et al. Feb 2018 B2
9897985 Zeltzer Feb 2018 B2
9900287 Jooste et al. Feb 2018 B1
9900669 Touma et al. Feb 2018 B2
9901269 Hu et al. Feb 2018 B2
9901276 Sarkar Feb 2018 B2
9901305 Massey et al. Feb 2018 B2
9901741 Chapman et al. Feb 2018 B2
9905105 Ikonen et al. Feb 2018 B1
9907909 Finan et al. Mar 2018 B2
9913509 Case, Jr. Mar 2018 B2
9913591 Lapetina et al. Mar 2018 B2
9913599 Bernstein et al. Mar 2018 B2
9913617 Al-Ali et al. Mar 2018 B2
9913619 Budiman Mar 2018 B2
9918183 Rhoads et al. Mar 2018 B2
9918646 Singh Alvarado et al. Mar 2018 B2
9918716 Baxter, III et al. Mar 2018 B2
9919099 Tai et al. Mar 2018 B2
9921726 Sculley et al. Mar 2018 B1
9922380 Isaacson et al. Mar 2018 B2
9922381 Isaacson et al. Mar 2018 B2
9924760 Molyneux et al. Mar 2018 B2
9931040 Homyk et al. Apr 2018 B2
9931578 Weston Apr 2018 B2
9936763 Semperlotti et al. Apr 2018 B2
9936890 Sarkar et al. Apr 2018 B2
9936910 Hayter et al. Apr 2018 B2
9936916 Sahin Apr 2018 B2
9936919 Baxi et al. Apr 2018 B2
9942304 Gold Apr 2018 B2
9943247 Ernst et al. Apr 2018 B2
9943267 Ferber et al. Apr 2018 B2
9943269 Muhsin et al. Apr 2018 B2
9943461 Muench et al. Apr 2018 B1
9943697 John Apr 2018 B2
9943719 Smith et al. Apr 2018 B2
9946356 Liberty Apr 2018 B2
9950166 Mashiach et al. Apr 2018 B2
9950236 Jooste et al. Apr 2018 B1
9952095 Hotelling et al. Apr 2018 B1
9952240 Holmes et al. Apr 2018 B2
9953041 Hilsdale et al. Apr 2018 B2
9955919 LeBoeuf et al. May 2018 B2
9956393 Perez et al. May 2018 B2
9956470 Bleich et al. May 2018 B2
9961963 Schneider et al. May 2018 B2
9965059 Myers et al. May 2018 B2
9968159 Morrison et al. May 2018 B2
9968238 Patel et al. May 2018 B2
9968788 Ecker et al. May 2018 B2
9974484 Kaskoun et al. May 2018 B2
9974705 Rapoport May 2018 B2
9975196 Zhang et al. May 2018 B2
9977578 Pereira et al. May 2018 B1
9980535 Bohnsack et al. May 2018 B2
9984549 Poisner et al. May 2018 B2
9985825 Huang May 2018 B2
9986771 Longinotti-Buitoni et al. Jun 2018 B2
9986782 Odland et al. Jun 2018 B2
9986924 Rogers et al. Jun 2018 B2
9987489 Goodall et al. Jun 2018 B2
9987497 Kaib et al. Jun 2018 B2
9991920 Sadasivam et al. Jun 2018 B2
9993207 Al-Ali et al. Jun 2018 B2
9993724 Barney et al. Jun 2018 B2
9998804 Awiszus et al. Jun 2018 B2
9999355 Kirenko Jun 2018 B2
9999728 Parikh et al. Jun 2018 B2
10002233 Hayter et al. Jun 2018 B2
10003862 Rowland et al. Jun 2018 B2
10004406 Yuen et al. Jun 2018 B2
10004949 Brothers et al. Jun 2018 B2
10005564 Bhatia et al. Jun 2018 B1
10007758 Al-Ali et al. Jun 2018 B2
10008090 Yuen et al. Jun 2018 B2
10010129 Beers et al. Jul 2018 B2
10010278 Darty et al. Jul 2018 B2
10010753 Brothers et al. Jul 2018 B2
10010790 Weston et al. Jul 2018 B2
10012664 Wasson et al. Jul 2018 B2
10012969 Ellis Jul 2018 B2
10013633 Manmatha et al. Jul 2018 B1
10016015 Ellis, III Jul 2018 B2
10016613 Kavounas Jul 2018 B2
10018643 Holmes et al. Jul 2018 B2
10021733 Hellman et al. Jul 2018 B2
10022061 Quinlan et al. Jul 2018 B2
10022062 Krusor et al. Jul 2018 B1
10022613 Tran et al. Jul 2018 B2
10022614 Tran et al. Jul 2018 B1
10022624 Barney et al. Jul 2018 B2
10024660 Otis et al. Jul 2018 B2
10024740 Rice et al. Jul 2018 B2
10025973 Datta et al. Jul 2018 B2
10026118 Castinado et al. Jul 2018 B2
10026410 Gurijala et al. Jul 2018 B2
10028037 Gartseev et al. Jul 2018 B2
10028659 Schwartz et al. Jul 2018 B2
10028660 Mullin et al. Jul 2018 B2
10028706 Brockway et al. Jul 2018 B2
10028743 Shelton, IV et al. Jul 2018 B2
10029172 Galasso et al. Jul 2018 B2
10031002 Hayter et al. Jul 2018 B2
10032002 Kiani et al. Jul 2018 B2
10034512 Rushbrook et al. Jul 2018 B2
10034625 Schwartz et al. Jul 2018 B1
10034743 Boyden et al. Jul 2018 B2
10039113 Ogrinz Jul 2018 B2
10039661 Pool et al. Aug 2018 B2
10039928 Hyde et al. Aug 2018 B2
10043354 Mirov et al. Aug 2018 B2
10045117 Boesen et al. Aug 2018 B2
10045439 Longinotti-Buitoni et al. Aug 2018 B2
10045713 Old et al. Aug 2018 B2
10045720 Hayter et al. Aug 2018 B2
10045764 Scott et al. Aug 2018 B2
10045798 Beyar et al. Aug 2018 B2
10046113 Ruchti et al. Aug 2018 B2
10046228 Tran et al. Aug 2018 B2
10049187 Chait et al. Aug 2018 B2
10051912 Darden et al. Aug 2018 B2
10052486 Denison et al. Aug 2018 B2
10054909 Raymann et al. Aug 2018 B2
10055550 Goetz Aug 2018 B2
10055715 Grassadonia et al. Aug 2018 B1
10058146 Meschter et al. Aug 2018 B2
10058274 Kracker Aug 2018 B2
10060788 Fei Aug 2018 B2
10061911 Zizi et al. Aug 2018 B2
10064562 Al-Ali Sep 2018 B2
10064624 Shelton, IV et al. Sep 2018 B2
10066203 Fryer et al. Sep 2018 B2
10070680 Molyneux et al. Sep 2018 B2
10070683 Rushbrook et al. Sep 2018 B2
10070805 Friedman et al. Sep 2018 B1
10070992 Pagani Sep 2018 B2
10071285 Smith et al. Sep 2018 B2
10076282 LeBoeuf et al. Sep 2018 B2
10076462 Johnson et al. Sep 2018 B2
10078839 Mullins et al. Sep 2018 B1
10080498 Gibson Sep 2018 B1
10080499 Kuhn Sep 2018 B2
10080527 Golda et al. Sep 2018 B2
10080530 Cheng et al. Sep 2018 B2
10085643 Bandic et al. Oct 2018 B2
10088356 Chu et al. Oct 2018 B2
10089446 Budiman Oct 2018 B2
10092065 Rushbrook et al. Oct 2018 B2
10092193 Mestek et al. Oct 2018 B2
10092203 Mirov Oct 2018 B2
10092355 Hannaford et al. Oct 2018 B1
10092692 Dacey, Jr. et al. Oct 2018 B2
10093112 Irizarry et al. Oct 2018 B1
10095649 Joshua et al. Oct 2018 B2
10095837 Corey et al. Oct 2018 B2
10097179 Yang et al. Oct 2018 B2
10098546 Islam Oct 2018 B2
10098548 Abreu Oct 2018 B2
10098549 Tan et al. Oct 2018 B2
10098558 Huiku Oct 2018 B2
10098810 Muench et al. Oct 2018 B1
10099053 Hyde et al. Oct 2018 B2
10103936 Kurian et al. Oct 2018 B2
10104026 Choudhary et al. Oct 2018 B2
10105080 Kam et al. Oct 2018 B1
10105081 Delbeke et al. Oct 2018 B2
10105100 Biederman et al. Oct 2018 B2
10105487 DiPierro et al. Oct 2018 B2
10105547 Gustavson et al. Oct 2018 B2
10106222 Teksler Oct 2018 B1
10108785 Kamen et al. Oct 2018 B2
10108938 Brock et al. Oct 2018 B1
10109175 Roberts et al. Oct 2018 B2
10111496 Schneider et al. Oct 2018 B2
10115068 Vivier Oct 2018 B2
10117600 Keen et al. Nov 2018 B2
10117606 Feldman et al. Nov 2018 B2
10117621 Berger et al. Nov 2018 B2
10118035 Perez et al. Nov 2018 B2
10118041 Goetz et al. Nov 2018 B2
10119715 Hou et al. Nov 2018 B2
10119956 Hayter et al. Nov 2018 B2
10120888 Almasan et al. Nov 2018 B2
10121186 Isaacson et al. Nov 2018 B2
10122421 Hviid et al. Nov 2018 B2
10123098 Case, Jr. Nov 2018 B2
10123679 Desu-Kalyanam Nov 2018 B2
10124179 Norton et al. Nov 2018 B2
10124182 Kivi et al. Nov 2018 B2
10126283 Islam Nov 2018 B2
10126998 Yuen et al. Nov 2018 B2
10127247 Arora et al. Nov 2018 B1
10129032 Vandervort Nov 2018 B2
10130305 Moya et al. Nov 2018 B2
10130476 Nycz et al. Nov 2018 B2
10130550 Zipper Nov 2018 B2
10130767 Grosman et al. Nov 2018 B2
10132677 Chu et al. Nov 2018 B2
10135076 Liu Nov 2018 B1
10135835 Kandel et al. Nov 2018 B1
10136817 Baker et al. Nov 2018 B2
10136819 Islam Nov 2018 B2
10136842 Ashby Nov 2018 B2
10137230 Novack Nov 2018 B2
10137365 Ikeda Nov 2018 B2
10140842 Mehta et al. Nov 2018 B2
10141073 Chin et al. Nov 2018 B2
10142312 Johnsrud et al. Nov 2018 B2
10143395 Chakravarthy et al. Dec 2018 B2
10143409 Hayter Dec 2018 B2
10143426 Hampapuram et al. Dec 2018 B2
10143840 Perez et al. Dec 2018 B2
10143847 Edmonson et al. Dec 2018 B1
10147076 Zhou et al. Dec 2018 B2
10149616 Al-Ali et al. Dec 2018 B2
10151648 Walker Dec 2018 B2
10152756 Isaacson et al. Dec 2018 B2
10152957 Lenhert Dec 2018 B2
10153537 Baringer et al. Dec 2018 B2
10154129 Repka et al. Dec 2018 B2
10154789 Raghuram et al. Dec 2018 B2
10154922 Perez et al. Dec 2018 B1
10155110 Finch et al. Dec 2018 B2
10155170 Ikeda et al. Dec 2018 B2
10159415 Gopalakrishnan et al. Dec 2018 B2
10159897 Penzias et al. Dec 2018 B2
10160251 Nagelberg et al. Dec 2018 B1
10163079 Brock et al. Dec 2018 B1
10163080 Chow et al. Dec 2018 B2
10163314 Tofighbakhsh Dec 2018 B2
10164685 Dobyns et al. Dec 2018 B2
10164952 Vandervort Dec 2018 B2
10165977 Wu et al. Jan 2019 B2
10166164 Johnson et al. Jan 2019 B2
10166333 Friedli et al. Jan 2019 B2
10168693 Kingston et al. Jan 2019 B2
10170135 Pearce et al. Jan 2019 B1
10172396 Ellis Jan 2019 B2
10172409 Andon Jan 2019 B1
10172423 Walker et al. Jan 2019 B2
10172523 Islam Jan 2019 B2
10176412 Geissler et al. Jan 2019 B2
10176418 Osborn et al. Jan 2019 B1
10176481 Aljawhari Jan 2019 B2
10178105 Kurian et al. Jan 2019 B2
10178890 Andon et al. Jan 2019 B1
10178973 Venkatraman et al. Jan 2019 B2
10179064 Connor Jan 2019 B2
10179065 Drnek et al. Jan 2019 B2
10179246 Schneider et al. Jan 2019 B2
10179283 Barney et al. Jan 2019 B2
10182336 Stockton et al. Jan 2019 B1
10182608 Smith et al. Jan 2019 B2
10182729 Zielinski et al. Jan 2019 B2
10182744 Amos et al. Jan 2019 B2
10182819 Shelton, IV Jan 2019 B2
10186760 Heppell Jan 2019 B2
10188173 Walsh et al. Jan 2019 B1
10188296 Al-Ali et al. Jan 2019 B2
10188299 Islam Jan 2019 B2
10188319 Schwartz et al. Jan 2019 B2
10188334 Budiman et al. Jan 2019 B2
10188394 Shelton, IV et al. Jan 2019 B2
10188953 Barney et al. Jan 2019 B2
10192198 Nazzari et al. Jan 2019 B2
10193695 Endress et al. Jan 2019 B1
10194418 Blahnik et al. Jan 2019 B2
10194702 Cobbett et al. Feb 2019 B2
10194714 McGinnity et al. Feb 2019 B2
10194802 Windolf Feb 2019 B2
10194808 Thompson et al. Feb 2019 B1
10194809 Mirov et al. Feb 2019 B2
10194816 Perschbacher et al. Feb 2019 B2
10194836 Venkatraman et al. Feb 2019 B2
10194850 Kovatchev et al. Feb 2019 B2
10195513 Tran et al. Feb 2019 B2
10196596 Glazier et al. Feb 2019 B2
10200199 Truu et al. Feb 2019 B2
10200834 Tran et al. Feb 2019 B2
10201283 Islam Feb 2019 B2
10201295 Wasson et al. Feb 2019 B2
10201702 Bonde et al. Feb 2019 B2
10204160 Yelton et al. Feb 2019 B1
10207041 Soykan et al. Feb 2019 B2
10209365 Venkatraman et al. Feb 2019 B2
10210741 Chen et al. Feb 2019 B2
10213113 Islam Feb 2019 B2
10213150 Leschinsky Feb 2019 B2
10215619 Kovacs Feb 2019 B1
10218433 Panther et al. Feb 2019 B2
10219746 McHale et al. Mar 2019 B2
10219754 Lamego Mar 2019 B1
10220217 Chow et al. Mar 2019 B2
10222283 Thillainadarajah et al. Mar 2019 B2
10223459 Liu et al. Mar 2019 B2
10225085 Drouin et al. Mar 2019 B2
10226082 Ellis Mar 2019 B2
10226187 Al-Ali et al. Mar 2019 B2
10226188 Watson et al. Mar 2019 B2
10226217 Dubin et al. Mar 2019 B2
10226396 Ashby Mar 2019 B2
10227063 Abreu Mar 2019 B2
10230699 Juels Mar 2019 B2
10231666 Zuckerman-Stark et al. Mar 2019 B2
10231784 Hettrick et al. Mar 2019 B2
10234330 Fei Mar 2019 B2
10234340 Severinkangas et al. Mar 2019 B2
10234942 Connor Mar 2019 B2
10236006 Gurijala et al. Mar 2019 B1
10238978 Ikeda et al. Mar 2019 B2
10248302 Raymann et al. Apr 2019 B2
10248985 Rohr et al. Apr 2019 B2
10251571 Cendrillon et al. Apr 2019 B1
10251595 Heruth et al. Apr 2019 B2
10251601 Berner, Jr. et al. Apr 2019 B2
10252140 Jooste et al. Apr 2019 B1
10255994 Sampath et al. Apr 2019 B2
10258092 Longinotti-Buitoni et al. Apr 2019 B2
10258288 Penders et al. Apr 2019 B2
10258828 Dalebout et al. Apr 2019 B2
10261069 Hayter et al. Apr 2019 B2
10264971 Kennedy et al. Apr 2019 B1
10269452 Volpe Apr 2019 B2
10271587 Cobbett et al. Apr 2019 B2
10271792 Inagaki Apr 2019 B2
10272242 Sharma et al. Apr 2019 B2
10275640 Seuss et al. Apr 2019 B2
10277963 Case, Jr. Apr 2019 B2
10278217 Wu et al. Apr 2019 B2
10278624 Short et al. May 2019 B2
10279152 Kapur et al. May 2019 B2
10279200 Hyde et al. May 2019 B2
10279201 Hyde et al. May 2019 B2
10284537 Liu et al. May 2019 B2
10289098 Livaccari et al. May 2019 B2
10289806 Hyde et al. May 2019 B2
10292453 Bertagna et al. May 2019 B2
10292611 Katra et al. May 2019 B2
10292631 Homyk et al. May 2019 B1
10293158 Goodall et al. May 2019 B2
10293184 Pishdad et al. May 2019 B2
10293208 Bailly et al. May 2019 B2
10293565 Tran et al. May 2019 B1
10299693 Sarkar et al. May 2019 B2
10299722 Tran et al. May 2019 B1
10299725 Mirov et al. May 2019 B2
10299734 Watson et al. May 2019 B2
10299736 Najafi et al. May 2019 B2
10300283 Miesel et al. May 2019 B2
10300303 Brooks et al. May 2019 B2
10300374 Briggs et al. May 2019 B2
10302469 Bhatt et al. May 2019 B2
10305692 Peterson May 2019 B2
10306726 Wilken et al. May 2019 B2
10307081 Nino et al. Jun 2019 B2
10307101 Miller et al. Jun 2019 B1
10307111 Muhsin et al. Jun 2019 B2
10307671 Barney et al. Jun 2019 B2
10307683 Weston Jun 2019 B2
10311451 McCormack Jun 2019 B2
10311696 Janssen Jun 2019 B2
10311706 M et al. Jun 2019 B2
10314488 Samuelsson et al. Jun 2019 B2
10314546 Lisogurski et al. Jun 2019 B2
10314547 Miller et al. Jun 2019 B2
10314928 Dobrinsky et al. Jun 2019 B2
10321732 Folske et al. Jun 2019 B2
10325681 Sampath et al. Jun 2019 B2
10327672 Giedwoyn et al. Jun 2019 B2
10327674 Hong et al. Jun 2019 B2
10327689 Krasnow et al. Jun 2019 B2
10327708 Yu et al. Jun 2019 B2
10327984 Goodall et al. Jun 2019 B2
10328228 Zapol et al. Jun 2019 B2
10328266 Whiting et al. Jun 2019 B2
10332315 Samec et al. Jun 2019 B2
10333932 Zizi et al. Jun 2019 B2
10334906 Andon et al. Jul 2019 B1
10339352 Ackley et al. Jul 2019 B2
10339654 Lovberg et al. Jul 2019 B2
10349872 Varsavsky et al. Jul 2019 B2
10352787 McMillen et al. Jul 2019 B2
10357078 Rice et al. Jul 2019 B2
10357210 Zizi et al. Jul 2019 B2
10358106 Sumiya et al. Jul 2019 B2
10362830 Campbell Jul 2019 B2
10363420 Fried et al. Jul 2019 B2
10369463 Barney et al. Aug 2019 B2
10370785 McGinnity et al. Aug 2019 B2
10376018 Rushbrook et al. Aug 2019 B2
10760062 Naesby et al. Sep 2020 B2
20010035723 Pelrine et al. Nov 2001 A1
20010045104 Bailey, Sr. et al. Nov 2001 A1
20020001588 Sinha Jan 2002 A1
20020019586 Teller et al. Feb 2002 A1
20020090487 Andersen et al. Jul 2002 A1
20020099282 Knobbe et al. Jul 2002 A1
20020111547 Knobbe et al. Aug 2002 A1
20020121979 Smith Sep 2002 A1
20020128544 Diab et al. Sep 2002 A1
20020133196 Thompson Sep 2002 A1
20020177135 Doung et al. Nov 2002 A1
20020177782 Penner Nov 2002 A1
20020183646 Stivoric et al. Dec 2002 A1
20030004403 Drinan et al. Jan 2003 A1
20030018369 Thompson et al. Jan 2003 A1
20030053284 Stevenson et al. Mar 2003 A1
20030070324 Nelson Apr 2003 A1
20030107487 Korman et al. Jun 2003 A1
20030130616 Steil et al. Jul 2003 A1
20030195404 Knobbe et al. Oct 2003 A1
20030220579 Mault Nov 2003 A1
20040002634 Nihtila Jan 2004 A1
20040034289 Teller et al. Feb 2004 A1
20040034295 Salganicoff Feb 2004 A1
20040035446 Laurence Feb 2004 A1
20040039243 Bearnson et al. Feb 2004 A1
20040039254 Stivoric et al. Feb 2004 A1
20040053290 Terbrueggen et al. Mar 2004 A1
20040078067 Thompson et al. Apr 2004 A1
20040133081 Teller et al. Jul 2004 A1
20040147818 Levy et al. Jul 2004 A1
20040152956 Korman Aug 2004 A1
20040152957 Stivoric et al. Aug 2004 A1
20040158194 Wolff et al. Aug 2004 A1
20040176822 Thompson et al. Sep 2004 A1
20040177531 DiBenedetto et al. Sep 2004 A1
20040186390 Ross et al. Sep 2004 A1
20040193025 Steil et al. Sep 2004 A1
20050027463 Goode, Jr. et al. Feb 2005 A1
20050043598 Goode, Jr. et al. Feb 2005 A1
20050050750 Whiting Mar 2005 A1
20050053757 Andersen et al. Mar 2005 A1
20050060030 Lashinski et al. Mar 2005 A1
20050061323 Lee et al. Mar 2005 A1
20050065572 Hartley et al. Mar 2005 A1
20050069162 Haykin et al. Mar 2005 A1
20050075213 Arick Apr 2005 A1
20050076909 Stahmann et al. Apr 2005 A1
20050080322 Korman Apr 2005 A1
20050091884 Omstead et al. May 2005 A1
20050101845 Nihtila May 2005 A1
20050115561 Stahmann et al. Jun 2005 A1
20050116820 Goldreich Jun 2005 A1
20050135948 Olsen et al. Jun 2005 A1
20050136385 Mann et al. Jun 2005 A1
20050142070 Hartley et al. Jun 2005 A1
20050148828 Lindsay Jul 2005 A1
20050154271 Rasdal et al. Jul 2005 A1
20050165456 Mann et al. Jul 2005 A1
20050181973 Genove et al. Aug 2005 A1
20050182389 LaPorte et al. Aug 2005 A1
20050183292 DiBenedetto et al. Aug 2005 A1
20050192557 Brauker et al. Sep 2005 A1
20050197677 Stevenson Sep 2005 A1
20050203360 Brauker et al. Sep 2005 A1
20050209511 Heruth et al. Sep 2005 A1
20050209512 Heruth et al. Sep 2005 A1
20050209513 Heruth et al. Sep 2005 A1
20050209643 Heruth et al. Sep 2005 A1
20050209644 Heruth et al. Sep 2005 A1
20050209645 Heruth et al. Sep 2005 A1
20050215847 Heruth et al. Sep 2005 A1
20050215947 Heruth et al. Sep 2005 A1
20050216064 Heruth et al. Sep 2005 A1
20050217142 Ellis Oct 2005 A1
20050222522 Heruth et al. Oct 2005 A1
20050222643 Heruth et al. Oct 2005 A1
20050234514 Heruth et al. Oct 2005 A1
20050234518 Heruth et al. Oct 2005 A1
20050240242 DiLorenzo Oct 2005 A1
20050245988 Miesel Nov 2005 A1
20050247319 Berger Nov 2005 A1
20050256385 Diab et al. Nov 2005 A1
20050261609 Collings et al. Nov 2005 A1
20050267342 Blank et al. Dec 2005 A1
20050268487 Ellis Dec 2005 A1
20060020187 Brister et al. Jan 2006 A1
20060020297 Gerber et al. Jan 2006 A1
20060030890 Cosentino et al. Feb 2006 A1
20060047283 Evans et al. Mar 2006 A1
20060064030 Cosentino et al. Mar 2006 A1
20060085040 VanDanacker Apr 2006 A1
20060103538 Daniel May 2006 A1
20060122474 Teller et al. Jun 2006 A1
20060122864 Gottesman et al. Jun 2006 A1
20060149324 Mann et al. Jul 2006 A1
20060149330 Mann et al. Jul 2006 A1
20060149331 Mann et al. Jul 2006 A1
20060160205 Blackburn et al. Jul 2006 A1
20060211942 Hoctor et al. Sep 2006 A1
20060212096 Stevenson Sep 2006 A1
20060222566 Brauker et al. Oct 2006 A1
20060224051 Teller et al. Oct 2006 A1
20060224109 Steil et al. Oct 2006 A1
20060230641 Vick et al. Oct 2006 A1
20060230642 Vick et al. Oct 2006 A1
20060235472 Goetz et al. Oct 2006 A1
20060248749 Ellis Nov 2006 A1
20060248750 Rosenberg Nov 2006 A1
20060253005 Drinan et al. Nov 2006 A1
20060264730 Stivoric et al. Nov 2006 A1
20060265024 Goetz et al. Nov 2006 A1
20060265025 Goetz et al. Nov 2006 A1
20060287677 Shalev et al. Dec 2006 A1
20060293571 Bao et al. Dec 2006 A1
20070000154 DiBenedetto et al. Jan 2007 A1
20070000188 Smushkovich Jan 2007 A1
20070006489 Case et al. Jan 2007 A1
20070011919 Case Jan 2007 A1
20070011920 DiBenedetto et al. Jan 2007 A1
20070015976 Miesel et al. Jan 2007 A1
20070016381 Kamath et al. Jan 2007 A1
20070021269 Shum Jan 2007 A1
20070021979 Cosentino et al. Jan 2007 A1
20070027371 Benaron et al. Feb 2007 A1
20070027385 Brister et al. Feb 2007 A1
20070032706 Kamath et al. Feb 2007 A1
20070039205 Erb et al. Feb 2007 A1
20070039209 White et al. Feb 2007 A1
20070043582 Peveto et al. Feb 2007 A1
20070060800 Drinan et al. Mar 2007 A1
20070088226 Spence et al. Apr 2007 A1
20070088521 Shmueli et al. Apr 2007 A1
20070098600 Kayyem May 2007 A1
20070100666 Stivoric et al. May 2007 A1
20070106138 Beiski et al. May 2007 A1
20070106172 Abreu May 2007 A1
20070120683 Flippen et al. May 2007 A1
20070123758 Miesel et al. May 2007 A1
20070123779 Hoctor et al. May 2007 A1
20070142955 Lin et al. Jun 2007 A1
20070146371 Dariush Jun 2007 A1
20070154030 Moses Jul 2007 A1
20070157488 Guzman Jul 2007 A1
20070161919 DiLorenzo Jul 2007 A1
20070162086 DiLorenzo Jul 2007 A1
20070162090 Penner Jul 2007 A1
20070162164 Dariush Jul 2007 A1
20070167991 DiLorenzo Jul 2007 A1
20070173705 Teller et al. Jul 2007 A1
20070173761 Kanderian et al. Jul 2007 A1
20070179562 Nycz Aug 2007 A1
20070180736 DiBenedetto et al. Aug 2007 A1
20070180737 DiBenedetto et al. Aug 2007 A1
20070189921 Duong et al. Aug 2007 A1
20070197890 Boock et al. Aug 2007 A1
20070203966 Brauker et al. Aug 2007 A1
20070208212 DiLorenzo Sep 2007 A1
20070208245 Brauker et al. Sep 2007 A1
20070219639 Otto et al. Sep 2007 A1
20070239054 Giftakis et al. Oct 2007 A1
20070239230 Giftakis et al. Oct 2007 A1
20070247306 Case Oct 2007 A1
20070249968 Miesel et al. Oct 2007 A1
20070250121 Miesel et al. Oct 2007 A1
20070250134 Miesel et al. Oct 2007 A1
20070255118 Miesel et al. Nov 2007 A1
20070260421 Berner et al. Nov 2007 A1
20070260491 Palmer et al. Nov 2007 A1
20070265508 Sheikhzadeh-Nadjar et al. Nov 2007 A1
20070265704 Mayer et al. Nov 2007 A1
20070270668 Childre et al. Nov 2007 A1
20070271817 Ellis Nov 2007 A1
20070276439 Miesel et al. Nov 2007 A1
20070282196 Birk et al. Dec 2007 A1
20070282562 Schwartz et al. Dec 2007 A1
20070293737 Heruth et al. Dec 2007 A1
20080000108 Ellis Jan 2008 A1
20080004642 Birk et al. Jan 2008 A1
20080005931 Ellis Jan 2008 A1
20080015421 Penner Jan 2008 A1
20080020012 Ju et al. Jan 2008 A1
20080033254 Kamath et al. Feb 2008 A1
20080048855 Berger Feb 2008 A1
20080049376 Stevenson et al. Feb 2008 A1
20080051667 Goldreich Feb 2008 A1
20080065181 Stevenson Mar 2008 A1
20080071150 Miesel et al. Mar 2008 A1
20080071324 Miesel et al. Mar 2008 A1
20080071326 Heruth et al. Mar 2008 A1
20080071327 Miesel et al. Mar 2008 A1
20080077440 Doron Mar 2008 A1
20080091092 Al-Ali Apr 2008 A1
20080097263 Grigoriev et al. Apr 2008 A1
20080097496 Chang et al. Apr 2008 A1
20080102096 Molin et al. May 2008 A1
20080103534 Gerber May 2008 A1
20080106419 Sakama et al. May 2008 A1
20080108942 Brister et al. May 2008 A1
20080119703 Brister et al. May 2008 A1
20080119900 DiLorenzo May 2008 A1
20080120802 Harvey May 2008 A1
20080122657 Chen May 2008 A1
20080129486 Jeckelmann et al. Jun 2008 A1
20080131362 Rousso et al. Jun 2008 A1
20080132981 Gerber Jun 2008 A1
20080132982 Gerber Jun 2008 A1
20080140161 Goetz et al. Jun 2008 A1
20080140162 Goetz et al. Jun 2008 A1
20080140163 Keacher et al. Jun 2008 A1
20080161654 Teller et al. Jul 2008 A1
20080161655 Teller et al. Jul 2008 A1
20080167535 Stivoric et al. Jul 2008 A1
20080167536 Teller et al. Jul 2008 A1
20080167537 Teller et al. Jul 2008 A1
20080167538 Teller et al. Jul 2008 A1
20080167539 Teller et al. Jul 2008 A1
20080167700 Shalev et al. Jul 2008 A1
20080167741 Lay et al. Jul 2008 A1
20080171919 Stivoric et al. Jul 2008 A1
20080171920 Teller et al. Jul 2008 A1
20080171921 Teller et al. Jul 2008 A1
20080171922 Teller et al. Jul 2008 A1
20080172102 Shalev Jul 2008 A1
20080177355 Miesel et al. Jul 2008 A1
20080180242 Cottingham Jul 2008 A1
20080188796 Steil et al. Aug 2008 A1
20080189194 Bentvelzen Aug 2008 A1
20080195249 Rousso et al. Aug 2008 A1
20080197126 Bourke et al. Aug 2008 A1
20080202927 Kayyem et al. Aug 2008 A1
20080207983 Boyden et al. Aug 2008 A1
20080208010 Boyden et al. Aug 2008 A1
20080208538 Visser et al. Aug 2008 A1
20080214903 Orbach Sep 2008 A1
20080234598 Snyder et al. Sep 2008 A1
20080242553 Kayyem Oct 2008 A1
20080243431 Wai Oct 2008 A1
20080249806 Dlugos et al. Oct 2008 A1
20080250340 Dlugos et al. Oct 2008 A1
20080250341 Dlugos et al. Oct 2008 A1
20080254944 Muri et al. Oct 2008 A1
20080260212 Moskal et al. Oct 2008 A1
20080275309 Stivoric et al. Nov 2008 A1
20080275349 Halperin et al. Nov 2008 A1
20080287751 Stivoric et al. Nov 2008 A1
20080287817 Stivoric et al. Nov 2008 A1
20080288027 Kroll et al. Nov 2008 A1
20080294020 Sapounas Nov 2008 A1
20080294024 Cosentino et al. Nov 2008 A1
20080300449 Gerber et al. Dec 2008 A1
20080300470 Gerber et al. Dec 2008 A1
20080300649 Gerber et al. Dec 2008 A1
20080300650 Gerber et al. Dec 2008 A1
20080300651 Gerber et al. Dec 2008 A1
20080303728 Lee et al. Dec 2008 A1
20080306357 Korman Dec 2008 A1
20080312511 Osler et al. Dec 2008 A1
20080314395 Kovatchev et al. Dec 2008 A1
20090012372 Burnett et al. Jan 2009 A1
20090012766 Miyake et al. Jan 2009 A1
20090022336 Visser et al. Jan 2009 A1
20090024161 Bonutti et al. Jan 2009 A1
20090028957 Daniloff Jan 2009 A1
20090030263 Heruth et al. Jan 2009 A1
20090036951 Heruth et al. Feb 2009 A1
20090040041 Janetis et al. Feb 2009 A1
20090057147 Kayyem Mar 2009 A1
20090058635 LaLonde et al. Mar 2009 A1
20090058636 Gaskill et al. Mar 2009 A1
20090062825 Pool et al. Mar 2009 A1
20090062887 Mass et al. Mar 2009 A1
20090063193 Barton et al. Mar 2009 A1
20090069869 Stouffer et al. Mar 2009 A1
20090076343 James et al. Mar 2009 A1
20090076346 James et al. Mar 2009 A1
20090082640 Kovach et al. Mar 2009 A1
20090082641 Giftakis et al. Mar 2009 A1
20090083070 Giftakis et al. Mar 2009 A1
20090099626 de Juan, Jr. et al. Apr 2009 A1
20090099627 Molnar et al. Apr 2009 A1
20090105605 Abreu Apr 2009 A1
20090105785 Wei et al. Apr 2009 A1
20090112071 LeBoeuf et al. Apr 2009 A1
20090112478 Mueller, Jr. et al. Apr 2009 A1
20090113295 Halpern et al. Apr 2009 A1
20090118599 Heruth et al. May 2009 A1
20090118683 Hanson et al. May 2009 A1
20090126233 Rastegar et al. May 2009 A1
20090128487 Langereis et al. May 2009 A1
20090131739 Shalev May 2009 A1
20090135001 Yuk May 2009 A1
20090138207 Cosentino et al. May 2009 A1
20090148496 Schmitz et al. Jun 2009 A1
20090149148 Kurtz et al. Jun 2009 A1
20090149797 Dacey, Jr. et al. Jun 2009 A1
20090149798 Dacey, Jr. et al. Jun 2009 A1
20090149799 Dacey, Jr. et al. Jun 2009 A1
20090149895 Dacey, Jr. et al. Jun 2009 A1
20090149896 Dacey, Jr. et al. Jun 2009 A1
20090149897 Dacey, Jr. et al. Jun 2009 A1
20090149914 Dacey, Jr. et al. Jun 2009 A1
20090151199 Connor Jun 2009 A1
20090155900 Vemuri et al. Jun 2009 A1
20090156309 Weston et al. Jun 2009 A1
20090157147 Cauller et al. Jun 2009 A1
20090157151 Cauller et al. Jun 2009 A1
20090163980 Stevenson Jun 2009 A1
20090163981 Stevenson et al. Jun 2009 A1
20090171163 Mates et al. Jul 2009 A1
20090177068 Stivoric et al. Jul 2009 A1
20090178305 Maxwell et al. Jul 2009 A1
20090192556 Wu et al. Jul 2009 A1
20090193689 Galica et al. Aug 2009 A1
20090198293 Cauller et al. Aug 2009 A1
20090199429 Ellis Aug 2009 A1
20090202387 Dlugos, Jr. et al. Aug 2009 A1
20090204360 Ridenour et al. Aug 2009 A1
20090206087 Reinmuller Aug 2009 A1
20090222065 Dlugos, Jr. et al. Sep 2009 A1
20090227862 Smith et al. Sep 2009 A1
20090228078 Zhang et al. Sep 2009 A1
20090234916 Cosentino et al. Sep 2009 A1
20090241378 Ellis Oct 2009 A1
20090254179 Burnett Oct 2009 A1
20090259216 Drew et al. Oct 2009 A1
20090264789 Molnar et al. Oct 2009 A1
20090264955 Giftakis et al. Oct 2009 A1
20090264956 Rise et al. Oct 2009 A1
20090264957 Giftakis et al. Oct 2009 A1
20090264967 Giftakis et al. Oct 2009 A1
20090265958 DiBenedetto et al. Oct 2009 A1
20090270942 Heruth et al. Oct 2009 A1
20090274737 Borck Nov 2009 A1
20090276002 Sommer et al. Nov 2009 A1
20090276004 Kronich et al. Nov 2009 A1
20090281594 King et al. Nov 2009 A1
20090281597 Parramon et al. Nov 2009 A1
20090284368 Case, Jr. Nov 2009 A1
20090287452 Stanley et al. Nov 2009 A1
20090292180 Mirow Nov 2009 A1
20090299428 Chow Dec 2009 A1
20090305972 Chahal et al. Dec 2009 A1
20090306740 Heruth et al. Dec 2009 A1
20090312622 Regittnig Dec 2009 A1
20090313853 Tadin Dec 2009 A1
20090326346 Kracker et al. Dec 2009 A1
20090326350 Kracker Dec 2009 A1
20090326356 Kracker Dec 2009 A1
20100015201 Borck et al. Jan 2010 A1
20100016918 Mann et al. Jan 2010 A1
20100022856 Cinbis et al. Jan 2010 A1
20100022861 Cinbis et al. Jan 2010 A1
20100023089 DiLorenzo Jan 2010 A1
20100028984 Duong et al. Feb 2010 A1
20100030043 Kuhn Feb 2010 A1
20100030088 Carney et al. Feb 2010 A1
20100030090 Zhang et al. Feb 2010 A1
20100030286 Goetz et al. Feb 2010 A1
20100030289 Casavant et al. Feb 2010 A1
20100030293 Sarkar et al. Feb 2010 A1
20100035688 Picunko Feb 2010 A1
20100036211 La Rue et al. Feb 2010 A1
20100037489 Berner, Jr. et al. Feb 2010 A1
20100041975 Chen et al. Feb 2010 A1
20100048242 Rhoads et al. Feb 2010 A1
20100049010 Goldreich Feb 2010 A1
20100050478 DiBenedetto et al. Mar 2010 A1
20100058462 Chow Mar 2010 A1
20100063347 Yomtov et al. Mar 2010 A1
20100069841 Miesel Mar 2010 A1
20100082102 Govil et al. Apr 2010 A1
20100090477 Keating et al. Apr 2010 A1
20100094654 Stewart Apr 2010 A1
20100104470 McCabe Apr 2010 A1
20100106212 Hedberg et al. Apr 2010 A1
20100114015 Kanderian, Jr. et al. May 2010 A1
20100114195 Burnes et al. May 2010 A1
20100114196 Burnes et al. May 2010 A1
20100114197 Burnes et al. May 2010 A1
20100114198 Donofrio et al. May 2010 A1
20100114199 Krause et al. May 2010 A1
20100114200 Krause et al. May 2010 A1
20100114201 Donofrio et al. May 2010 A1
20100114202 Donofrio et al. May 2010 A1
20100114203 Burnes et al. May 2010 A1
20100114204 Burnes et al. May 2010 A1
20100114208 Donofrio et al. May 2010 A1
20100114209 Krause et al. May 2010 A1
20100114216 Krause et al. May 2010 A1
20100114217 Krause et al. May 2010 A1
20100114221 Krause et al. May 2010 A1
20100114224 Krause et al. May 2010 A1
20100114237 Giftakis et al. May 2010 A1
20100114241 Donofrio et al. May 2010 A1
20100114244 Manda et al. May 2010 A1
20100121170 Rule May 2010 A1
20100121215 Giftakis et al. May 2010 A1
20100121413 Willerton et al. May 2010 A1
20100122472 Griffin et al. May 2010 A1
20100138379 Mott et al. Jun 2010 A1
20100139672 Kroll et al. Jun 2010 A1
20100143871 Berger Jun 2010 A1
20100144641 Popel et al. Jun 2010 A1
20100145337 Janna et al. Jun 2010 A1
20100152573 Ritchey et al. Jun 2010 A1
20100152815 Vandanacker Jun 2010 A1
20100160014 Galasso et al. Jun 2010 A1
20100160800 Xi Jun 2010 A1
20100160804 Qu Jun 2010 A1
20100160807 Schmidt et al. Jun 2010 A1
20100160997 Johnson et al. Jun 2010 A1
20100161004 Najafi et al. Jun 2010 A1
20100168538 Keenan et al. Jul 2010 A1
20100168607 Miesel Jul 2010 A1
20100168821 Johnson et al. Jul 2010 A1
20100170115 Smith Jul 2010 A1
20100174155 Heruth et al. Jul 2010 A1
20100174180 Rousso et al. Jul 2010 A1
20100174240 Wells et al. Jul 2010 A1
20100174349 Stevenson et al. Jul 2010 A1
20100185064 Bandic et al. Jul 2010 A1
20100185225 Albrecht et al. Jul 2010 A1
20100187305 Holcomb Jul 2010 A1
20100191236 Johnson et al. Jul 2010 A1
20100191306 Stevenson et al. Jul 2010 A1
20100194631 Janetis et al. Aug 2010 A1
20100198034 Thomas et al. Aug 2010 A1
20100198279 Corndorf et al. Aug 2010 A1
20100198280 Corndorf et al. Aug 2010 A1
20100198284 Zhou et al. Aug 2010 A1
20100198291 Sambelashvili et al. Aug 2010 A1
20100198308 Zhou et al. Aug 2010 A1
20100210924 Parthasarathy et al. Aug 2010 A1
20100217239 Mann et al. Aug 2010 A1
20100217240 Mann et al. Aug 2010 A1
20100217241 Mann et al. Aug 2010 A1
20100217242 Mann et al. Aug 2010 A1
20100217243 Mann Aug 2010 A1
20100217244 Mann et al. Aug 2010 A1
20100222686 Fisher et al. Sep 2010 A1
20100222802 Gillespie, Jr. et al. Sep 2010 A1
20100222845 Goetz Sep 2010 A1
20100222846 Goetz Sep 2010 A1
20100228314 Goetz Sep 2010 A1
20100238019 Richman et al. Sep 2010 A1
20100242303 Callahan et al. Sep 2010 A1
20100245077 Shmueli et al. Sep 2010 A1
20100249540 Lisogurski Sep 2010 A1
20100261526 Anderson et al. Oct 2010 A1
20100268040 Ben-Oren et al. Oct 2010 A1
20100268477 Mueller, Jr. et al. Oct 2010 A1
20100273738 Valcke et al. Oct 2010 A1
20100274100 Behar et al. Oct 2010 A1
20100274102 Teixeira Oct 2010 A1
20100274106 Heruth et al. Oct 2010 A1
20100274121 Ritchey et al. Oct 2010 A1
20100280330 Samuelsson et al. Nov 2010 A1
20100280334 Carlson et al. Nov 2010 A1
20100280335 Carlson et al. Nov 2010 A1
20100280336 Giftakis et al. Nov 2010 A1
20100280574 Carlson et al. Nov 2010 A1
20100280579 Denison et al. Nov 2010 A1
20100285981 Kayyem Nov 2010 A1
20100289971 Odland et al. Nov 2010 A1
20100305545 Kanderian, Jr. et al. Dec 2010 A1
20100305665 Miesel et al. Dec 2010 A1
20100308974 Rowland et al. Dec 2010 A1
20100311388 Flippo et al. Dec 2010 A1
20100311640 Genove et al. Dec 2010 A1
20100312081 Benaron et al. Dec 2010 A1
20100317955 Madsen et al. Dec 2010 A1
20100318160 Stevenson et al. Dec 2010 A1
20100321163 Stevenson Dec 2010 A1
20100324382 Cantwell et al. Dec 2010 A1
20100324578 Bardy Dec 2010 A1
20100324579 Bardy Dec 2010 A1
20100324639 Stevenson et al. Dec 2010 A1
20100331868 Bardy Dec 2010 A1
20100331874 Bardy Dec 2010 A1
20100331932 Stevenson et al. Dec 2010 A1
20110003664 Richard Jan 2011 A1
20110004110 Shusterman Jan 2011 A1
20110022123 Stancer et al. Jan 2011 A1
20110022140 Stevenson et al. Jan 2011 A1
20110023343 Turner et al. Feb 2011 A1
20110029043 Frysz et al. Feb 2011 A1
20110029269 Hayter et al. Feb 2011 A1
20110034176 Lord et al. Feb 2011 A1
20110040197 Welch et al. Feb 2011 A1
20110040343 Johnson et al. Feb 2011 A1
20110040546 Gerber et al. Feb 2011 A1
20110040547 Gerber et al. Feb 2011 A1
20110043297 Stevenson et al. Feb 2011 A1
20110044524 Wang et al. Feb 2011 A1
20110046697 Gerber et al. Feb 2011 A1
20110054270 Derchak Mar 2011 A1
20110054359 Sazonov et al. Mar 2011 A1
20110056093 Ellis Mar 2011 A1
20110056097 Ellis Mar 2011 A1
20110057037 Frysz et al. Mar 2011 A1
20110061647 Stahmann et al. Mar 2011 A1
20110063088 Stevenson et al. Mar 2011 A1
20110066079 Otto et al. Mar 2011 A1
20110074349 Ghovanloo Mar 2011 A1
20110076984 Flippo et al. Mar 2011 A1
20110077706 Ellingson et al. Mar 2011 A1
20110082377 Mahajan et al. Apr 2011 A1
20110093040 Ellingson et al. Apr 2011 A1
20110093046 Ellingson et al. Apr 2011 A1
20110094127 Dana Apr 2011 A1
20110098576 Hollstien Apr 2011 A1
20110105860 Houben et al. May 2011 A1
20110105873 Feldman et al. May 2011 A1
20110105921 Wang May 2011 A1
20110106200 Ziegler May 2011 A1
20110106453 Krieftewirth May 2011 A1
20110112442 Meger et al. May 2011 A1
20110118805 Wei et al. May 2011 A1
20110124983 Kroll et al. May 2011 A1
20110130092 Yun et al. Jun 2011 A1
20110130636 Daniel et al. Jun 2011 A1
20110143811 Rodriguez Jun 2011 A1
20110144463 Pesach et al. Jun 2011 A1
20110144967 Adirovich Jun 2011 A1
20110152632 Le Neel et al. Jun 2011 A1
20110152756 Drew Jun 2011 A1
20110160623 Shalev Jun 2011 A1
20110160796 Lane et al. Jun 2011 A1
20110172504 Wegerich Jul 2011 A1
20110172545 Grudic et al. Jul 2011 A1
20110179637 Eberman et al. Jul 2011 A1
20110180425 Kayyem Jul 2011 A1
20110183305 Orbach Jul 2011 A1
20110184267 Duke et al. Jul 2011 A1
20110184482 Eberman et al. Jul 2011 A1
20110184483 Norton et al. Jul 2011 A1
20110190570 Zaimi Aug 2011 A1
20110190580 Bennett et al. Aug 2011 A1
20110190581 Bennett et al. Aug 2011 A1
20110190595 Bennett et al. Aug 2011 A1
20110190654 Hettrick et al. Aug 2011 A1
20110208012 Gerber et al. Aug 2011 A1
20110208015 Welch et al. Aug 2011 A1
20110212717 Rhoads et al. Sep 2011 A1
20110237861 Pool et al. Sep 2011 A1
20110237916 Hanson et al. Sep 2011 A1
20110245633 Goldberg et al. Oct 2011 A1
20110249381 Diebold Oct 2011 A1
20110251516 Doerr Oct 2011 A1
20110260857 Hamill Oct 2011 A1
20110264034 Roberts et al. Oct 2011 A1
20110264058 Linden et al. Oct 2011 A1
20110273287 LaLonde et al. Nov 2011 A1
20110275930 Jho et al. Nov 2011 A1
20110285853 Chu Nov 2011 A1
20110288600 Ritchey et al. Nov 2011 A1
20110295335 Sharma et al. Dec 2011 A1
20110295336 Sharma et al. Dec 2011 A1
20110301436 Teixeira Dec 2011 A1
20110301441 Bandic et al. Dec 2011 A1
20110301662 Bar-Yoseph et al. Dec 2011 A1
20110305672 Dalton et al. Dec 2011 A1
20110307027 Sharma et al. Dec 2011 A1
20110307028 Sharma et al. Dec 2011 A1
20110314700 Case, Jr. Dec 2011 A1
20110314702 Berner, Jr. et al. Dec 2011 A1
20110319785 Snyder et al. Dec 2011 A1
20120001751 Baker et al. Jan 2012 A1
20120001920 Halpern et al. Jan 2012 A1
20120003933 Baker et al. Jan 2012 A1
20120008714 Rizwan Jan 2012 A1
20120010543 Johnson et al. Jan 2012 A1
20120022336 Teixeira Jan 2012 A1
20120022340 Heruth et al. Jan 2012 A1
20120022350 Teixeira Jan 2012 A1
20120022384 Teixeira Jan 2012 A1
20120022805 Teixeira et al. Jan 2012 A1
20120022844 Teixeira Jan 2012 A1
20120029586 Kumar et al. Feb 2012 A1
20120053585 Nycz et al. Mar 2012 A1
20120058106 Chahal et al. Mar 2012 A1
20120059389 Larson et al. Mar 2012 A1
20120059434 Nycz Mar 2012 A1
20120065507 Brunke Mar 2012 A1
20120073165 McKeown Mar 2012 A1
20120083650 Raven Apr 2012 A1
20120083705 Yuen et al. Apr 2012 A1
20120083714 Yuen et al. Apr 2012 A1
20120083715 Yuen et al. Apr 2012 A1
20120083716 Yuen et al. Apr 2012 A1
20120084053 Yuen et al. Apr 2012 A1
20120084054 Yuen et al. Apr 2012 A1
20120086550 LeBlanc et al. Apr 2012 A1
20120094649 Porrati et al. Apr 2012 A1
20120095306 Egozi Apr 2012 A1
20120108998 Molnar et al. May 2012 A1
20120109237 Xiao et al. May 2012 A1
20120116475 Nelson et al. May 2012 A1
20120123221 Windolf May 2012 A1
20120123232 Najarian et al. May 2012 A1
20120130286 Miesel et al. May 2012 A1
20120130444 Wei et al. May 2012 A1
20120132211 Halperin et al. May 2012 A1
20120136261 Sethi et al. May 2012 A1
20120136413 Bonde et al. May 2012 A1
20120144068 Lay et al. Jun 2012 A1
20120149996 Stivoric et al. Jun 2012 A1
20120150258 Miesel et al. Jun 2012 A1
20120161901 Stevenson et al. Jun 2012 A1
20120167325 Omidi Jul 2012 A1
20120172652 Dacey, Jr. et al. Jul 2012 A1
20120184878 Najafi et al. Jul 2012 A1
20120190386 Anderson Jul 2012 A1
20120197336 Su Aug 2012 A1
20120197337 Su et al. Aug 2012 A1
20120197338 Su et al. Aug 2012 A1
20120197349 Griswold et al. Aug 2012 A1
20120197350 Roberts et al. Aug 2012 A1
20120203079 McLaughlin Aug 2012 A1
20120203118 Samuelsson et al. Aug 2012 A1
20120203131 DiLorenzo Aug 2012 A1
20120220986 Wolff et al. Aug 2012 A1
20120223705 Lowery et al. Sep 2012 A1
20120226118 Delbeke et al. Sep 2012 A1
20120226471 Yuen et al. Sep 2012 A1
20120226472 Yuen et al. Sep 2012 A1
20120232012 Popel et al. Sep 2012 A1
20120234111 Molyneux et al. Sep 2012 A1
20120234433 Shih et al. Sep 2012 A1
20120245439 Andre et al. Sep 2012 A1
20120249324 Richman et al. Oct 2012 A1
20120258776 Lord et al. Oct 2012 A1
20120265026 Shenasa et al. Oct 2012 A1
20120265031 Feldman et al. Oct 2012 A1
20120273354 Orhan et al. Nov 2012 A1
20120277545 Teixeira Nov 2012 A1
20120277546 Soykan et al. Nov 2012 A1
20120277859 Govil et al. Nov 2012 A1
20120283577 LeBoeuf et al. Nov 2012 A1
20120283578 LeBoeuf et al. Nov 2012 A1
20120291563 Schrock et al. Nov 2012 A1
20120291564 Amos et al. Nov 2012 A1
20120293326 Case, Jr. Nov 2012 A1
20120296184 LeBoeuf et al. Nov 2012 A1
20120296399 Cauller et al. Nov 2012 A1
20120302874 Hollstien Nov 2012 A1
20120311885 Moreshead Dec 2012 A1
20120318781 Lavin, Jr. Dec 2012 A1
20120321759 Marinkovich et al. Dec 2012 A1
20120324763 Ellis Dec 2012 A1
20120330112 Lamego et al. Dec 2012 A1
20130006076 McHale et al. Jan 2013 A1
20130008058 Jasmine Jan 2013 A1
20130018239 Lisogurski Jan 2013 A1
20130018668 Goldberg et al. Jan 2013 A1
20130019503 Vogt Jan 2013 A1
20130019694 Molyneux et al. Jan 2013 A1
20130023954 Meskens Jan 2013 A1
20130030255 Embry Jan 2013 A1
20130030259 Thomsen et al. Jan 2013 A1
20130035544 Pool et al. Feb 2013 A1
20130035575 Mayou et al. Feb 2013 A1
20130035740 Sharma et al. Feb 2013 A1
20130035865 Mayou et al. Feb 2013 A1
20130035871 Mayou et al. Feb 2013 A1
20130053657 Ziarno et al. Feb 2013 A1
20130053711 Kotlanka et al. Feb 2013 A1
20130053913 Koh et al. Feb 2013 A1
20130060098 Thomsen et al. Mar 2013 A1
20130064388 Jacobs Mar 2013 A1
20130067775 Ellis Mar 2013 A1
20130070387 Stevenson et al. Mar 2013 A1
20130072998 Su et al. Mar 2013 A1
20130073254 Yuen et al. Mar 2013 A1
20130073255 Yuen et al. Mar 2013 A1
20130074614 Holmes et al. Mar 2013 A1
20130078149 Holmes et al. Mar 2013 A1
20130078244 Christiano et al. Mar 2013 A1
20130078624 Holmes et al. Mar 2013 A1
20130078625 Holmes et al. Mar 2013 A1
20130078733 Holmes et al. Mar 2013 A1
20130079236 Holmes Mar 2013 A1
20130079599 Holmes et al. Mar 2013 A1
20130079646 Bhunia et al. Mar 2013 A1
20130079840 Su et al. Mar 2013 A1
20130080113 Yuen et al. Mar 2013 A1
20130082837 Cosentino et al. Apr 2013 A1
20130085401 Zhang et al. Apr 2013 A1
20130085408 Pool Apr 2013 A1
20130085679 Budiman Apr 2013 A1
20130092564 Doherty Apr 2013 A1
20130096843 Yuen et al. Apr 2013 A1
20130102859 Schechter Apr 2013 A1
20130104288 Schlottau et al. May 2013 A1
20130109946 Shim et al. May 2013 A1
20130109997 Linke et al. May 2013 A1
20130114869 Hernandez Stark et al. May 2013 A1
20130116664 Tai et al. May 2013 A1
20130116665 Humayun et al. May 2013 A1
20130116666 Shih et al. May 2013 A1
20130116667 Ricotti et al. May 2013 A1
20130118340 D'Amours May 2013 A1
20130124039 Abreu May 2013 A1
20130131679 Janna et al. May 2013 A1
20130135108 Alameh et al. May 2013 A1
20130147622 LaLonde et al. Jun 2013 A1
20130151196 Yuen et al. Jun 2013 A1
20130154838 Alameh et al. Jun 2013 A1
20130154851 Gaskill et al. Jun 2013 A1
20130158369 Yuen et al. Jun 2013 A1
20130158372 Haisley et al. Jun 2013 A1
20130158473 Kanderian, Jr. et al. Jun 2013 A1
20130158503 Kanderian, Jr. et al. Jun 2013 A1
20130165819 Tieu Jun 2013 A1
20130165901 Ruchti et al. Jun 2013 A1
20130172759 Melker et al. Jul 2013 A1
20130179382 Fritsch et al. Jul 2013 A1
20130185003 Carbeck et al. Jul 2013 A1
20130190638 Chon et al. Jul 2013 A1
20130191513 Kamen et al. Jul 2013 A1
20130195806 Gay et al. Aug 2013 A1
20130198463 Hintz Aug 2013 A1
20130213144 Rice et al. Aug 2013 A1
20130213145 Owings et al. Aug 2013 A1
20130213146 Amos et al. Aug 2013 A1
20130213147 Rice et al. Aug 2013 A1
20130217440 Lord et al. Aug 2013 A1
20130217979 Blackadar et al. Aug 2013 A1
20130218070 Burnett et al. Aug 2013 A1
20130218232 Giftakis et al. Aug 2013 A1
20130225968 Auvray et al. Aug 2013 A1
20130229287 Samuelsson et al. Sep 2013 A1
20130233324 Witt et al. Sep 2013 A1
20130238049 Simon et al. Sep 2013 A1
20130238050 Simon et al. Sep 2013 A1
20130238056 Poore et al. Sep 2013 A1
20130243799 Chahal et al. Sep 2013 A1
20130245401 Estes et al. Sep 2013 A1
20130245462 Capdevila et al. Sep 2013 A1
20130245480 Crockford Sep 2013 A1
20130245711 Simon et al. Sep 2013 A1
20130245712 Simon et al. Sep 2013 A1
20130245981 Estes et al. Sep 2013 A1
20130253297 Johnson et al. Sep 2013 A1
20130253334 Al-Ali et al. Sep 2013 A1
20130253351 Qu Sep 2013 A1
20130253380 Miesel et al. Sep 2013 A1
20130253660 Nycz et al. Sep 2013 A1
20130263349 Roser Oct 2013 A1
20130265157 Case, Jr. Oct 2013 A1
20130268029 Cauller et al. Oct 2013 A1
20130268236 Yuen et al. Oct 2013 A1
20130273968 Rhoads et al. Oct 2013 A1
20130274584 Finlay et al. Oct 2013 A1
20130274705 Burnes et al. Oct 2013 A1
20130278435 Ellis Oct 2013 A1
20130278436 Ellis Oct 2013 A1
20130282322 Hayter et al. Oct 2013 A1
20130282646 Mott et al. Oct 2013 A1
20130289424 Brockway et al. Oct 2013 A1
20130289446 Stone et al. Oct 2013 A1
20130289529 Caira et al. Oct 2013 A1
20130289659 Nelson et al. Oct 2013 A1
20130289664 Johanek Oct 2013 A1
20130294969 Chen et al. Nov 2013 A1
20130295894 Rhoads et al. Nov 2013 A1
20130296669 Chen et al. Nov 2013 A1
20130296670 Chen et al. Nov 2013 A1
20130297220 Yuen et al. Nov 2013 A1
20130297330 Kamen et al. Nov 2013 A1
20130297344 Cosentino et al. Nov 2013 A1
20130303843 Raven Nov 2013 A1
20130310706 Stone et al. Nov 2013 A1
20130310896 Mass Nov 2013 A1
20130312291 Berner, Jr. et al. Nov 2013 A1
20130317580 Simon et al. Nov 2013 A1
20130317584 Stevenson et al. Nov 2013 A1
20130317753 Kamen et al. Nov 2013 A1
20130325394 Yuen et al. Dec 2013 A1
20130325396 Yuen et al. Dec 2013 A1
20130325404 Yuen et al. Dec 2013 A1
20130326912 Lindsay et al. Dec 2013 A1
20130331660 Al-Ali et al. Dec 2013 A1
20130331919 Zhang et al. Dec 2013 A1
20130333054 Duke Dec 2013 A1
20130338448 Libbus et al. Dec 2013 A1
20130338494 Wiley et al. Dec 2013 A1
20130338768 Boyden et al. Dec 2013 A1
20130338769 Boyden et al. Dec 2013 A1
20130338770 Boyden et al. Dec 2013 A1
20130338771 Boyden et al. Dec 2013 A1
20130338772 Boyden et al. Dec 2013 A1
20130338773 Boyden et al. Dec 2013 A1
20130345561 Quigley Dec 2013 A1
20140005633 Finan Jan 2014 A1
20140012105 LeBoeuf et al. Jan 2014 A1
20140012111 Snyder et al. Jan 2014 A1
20140018644 Colvin, Jr. et al. Jan 2014 A1
20140025447 Odland et al. Jan 2014 A1
20140031787 Burnes et al. Jan 2014 A1
20140033572 Steier et al. Feb 2014 A1
20140035761 Burton et al. Feb 2014 A1
20140036643 Messenger et al. Feb 2014 A1
20140039383 Dobbles et al. Feb 2014 A1
20140039804 Park et al. Feb 2014 A1
20140039839 Yuen et al. Feb 2014 A1
20140039840 Yuen et al. Feb 2014 A1
20140039841 Yuen et al. Feb 2014 A1
20140039842 Yuen et al. Feb 2014 A1
20140043149 Cowan et al. Feb 2014 A1
20140045757 Popel et al. Feb 2014 A1
20140046391 Cowan et al. Feb 2014 A1
20140048214 Dhillon Feb 2014 A1
20140049377 Krusor et al. Feb 2014 A1
20140051949 Old et al. Feb 2014 A1
20140051962 Krusor et al. Feb 2014 A1
20140052091 Dobbles et al. Feb 2014 A1
20140052092 Dobbles et al. Feb 2014 A1
20140052093 Dobbles et al. Feb 2014 A1
20140052094 Dobbles et al. Feb 2014 A1
20140052095 Dobbles et al. Feb 2014 A1
20140052790 Yuen et al. Feb 2014 A1
20140056757 Chen et al. Feb 2014 A1
20140058221 Old et al. Feb 2014 A1
20140059897 Sayed Mar 2014 A1
20140062717 Mudumbai et al. Mar 2014 A1
20140062718 LaLonde et al. Mar 2014 A1
20140065153 Christiano et al. Mar 2014 A1
20140066844 Rule Mar 2014 A1
20140066884 Keenan et al. Mar 2014 A1
20140066885 Keenan et al. Mar 2014 A1
20140066886 Roy et al. Mar 2014 A1
20140066887 Mastrototaro et al. Mar 2014 A1
20140066888 Parikh et al. Mar 2014 A1
20140066889 Grosman et al. Mar 2014 A1
20140066892 Keenan et al. Mar 2014 A1
20140067278 Yuen et al. Mar 2014 A1
20140067423 Joao Mar 2014 A1
20140073043 Holmes Mar 2014 A1
20140073704 Ju et al. Mar 2014 A1
20140073839 Yomtov et al. Mar 2014 A1
20140073969 Zou et al. Mar 2014 A1
20140077956 Sampath et al. Mar 2014 A1
20140080428 Rhoads et al. Mar 2014 A1
20140081076 Schutt et al. Mar 2014 A1
20140081100 Muhsin et al. Mar 2014 A1
20140081665 Holmes Mar 2014 A1
20140081667 Joao Mar 2014 A1
20140082963 Beers Mar 2014 A1
20140088393 Bernstein et al. Mar 2014 A1
20140088664 Sharma et al. Mar 2014 A1
20140088922 Messenger et al. Mar 2014 A1
20140089399 Chun et al. Mar 2014 A1
20140089514 Messenger et al. Mar 2014 A1
20140095420 Chun et al. Apr 2014 A1
20140100432 Golda et al. Apr 2014 A1
20140107433 Wegerich Apr 2014 A1
20140107509 Banet et al. Apr 2014 A1
20140107511 Banet et al. Apr 2014 A1
20140107513 Banet et al. Apr 2014 A1
20140107567 Goetz Apr 2014 A1
20140108020 Sharma et al. Apr 2014 A1
20140114278 Dobbles et al. Apr 2014 A1
20140118138 Cobelli et al. May 2014 A1
20140118166 Hampapuram et al. May 2014 A1
20140123838 D'Amours May 2014 A1
20140128803 Dobbles et al. May 2014 A1
20140130370 Knudson et al. May 2014 A1
20140135594 Yuen et al. May 2014 A1
20140135631 Brumback et al. May 2014 A1
20140139405 Ribble et al. May 2014 A1
20140142403 Brumback et al. May 2014 A1
20140142549 Su et al. May 2014 A1
20140142958 Sharma et al. May 2014 A1
20140144049 Ellis May 2014 A1
20140145915 Ribble et al. May 2014 A1
20140156043 Blackadar et al. Jun 2014 A1
20140156228 Molettiere et al. Jun 2014 A1
20140163432 Dacey, Jr. et al. Jun 2014 A1
20140163483 Dacey, Jr. et al. Jun 2014 A1
20140163517 Finan et al. Jun 2014 A1
20140163644 Scott et al. Jun 2014 A1
20140163647 Dacey, Jr. et al. Jun 2014 A1
20140163927 Molettiere et al. Jun 2014 A1
20140164320 Yuen et al. Jun 2014 A1
20140164611 Molettiere et al. Jun 2014 A1
20140170735 Holmes Jun 2014 A1
20140171749 Chin et al. Jun 2014 A1
20140172310 Chin et al. Jun 2014 A1
20140172362 Burton et al. Jun 2014 A1
20140176475 Myers et al. Jun 2014 A1
20140180020 Stivoric et al. Jun 2014 A1
20140180021 Stivoric et al. Jun 2014 A1
20140180022 Stivoric et al. Jun 2014 A1
20140180023 Stivoric et al. Jun 2014 A1
20140180137 Stivoric et al. Jun 2014 A1
20140180240 Finan et al. Jun 2014 A1
20140180358 Giftakis et al. Jun 2014 A1
20140182166 Ellis Jul 2014 A1
20140186238 Holmes et al. Jul 2014 A1
20140188516 Kamen et al. Jul 2014 A1
20140191866 Yuen et al. Jul 2014 A1
20140191867 Yuen et al. Jul 2014 A1
20140194701 Drinan et al. Jul 2014 A1
20140200421 Gilland Jul 2014 A1
20140201024 Collier et al. Jul 2014 A1
20140203797 Stivoric et al. Jul 2014 A1
20140206955 Stivoric et al. Jul 2014 A1
20140206959 Samuelsson et al. Jul 2014 A1
20140206976 Thompson et al. Jul 2014 A1
20140213855 Teller et al. Jul 2014 A1
20140213856 Teller et al. Jul 2014 A1
20140213857 Teller et al. Jul 2014 A1
20140213926 Vaidyanathan Jul 2014 A1
20140213940 Mayer Jul 2014 A1
20140213941 Johnson et al. Jul 2014 A1
20140214502 Bahl et al. Jul 2014 A1
20140221732 Dayton et al. Aug 2014 A1
20140221769 Teller et al. Aug 2014 A1
20140221770 Teller et al. Aug 2014 A1
20140221774 Teller et al. Aug 2014 A1
20140221784 Pacione et al. Aug 2014 A1
20140221785 Pacione et al. Aug 2014 A1
20140221787 Teller et al. Aug 2014 A1
20140221788 Teller et al. Aug 2014 A1
20140221789 Pacione et al. Aug 2014 A1
20140221790 Pacione et al. Aug 2014 A1
20140221791 Pacione et al. Aug 2014 A1
20140221855 McCaffrey Aug 2014 A1
20140222101 Miesel et al. Aug 2014 A1
20140222106 Sharma et al. Aug 2014 A1
20140222173 Giedwoyn et al. Aug 2014 A1
20140222174 Teller et al. Aug 2014 A1
20140223406 Teller et al. Aug 2014 A1
20140223407 Teller et al. Aug 2014 A1
20140223421 Carter et al. Aug 2014 A1
20140228649 Rayner et al. Aug 2014 A1
20140228911 Sharma et al. Aug 2014 A1
20140232516 Stivoric et al. Aug 2014 A1
20140234949 Wasson et al. Aug 2014 A1
20140236105 Hanson et al. Aug 2014 A1
20140236493 Park et al. Aug 2014 A1
20140236536 Hayter et al. Aug 2014 A1
20140236538 Messenger et al. Aug 2014 A1
20140237028 Messenger et al. Aug 2014 A1
20140239528 Govil et al. Aug 2014 A1
20140240122 Roberts et al. Aug 2014 A1
20140244395 Case, Jr. Aug 2014 A1
20140245161 Yuen et al. Aug 2014 A1
20140245783 Proud et al. Sep 2014 A1
20140245784 Proud et al. Sep 2014 A1
20140245785 Proud et al. Sep 2014 A1
20140245786 Proud et al. Sep 2014 A1
20140245787 Proud et al. Sep 2014 A1
20140245788 Proud et al. Sep 2014 A1
20140245789 Proud et al. Sep 2014 A1
20140245790 Proud et al. Sep 2014 A1
20140245791 Proud et al. Sep 2014 A1
20140246497 Proud et al. Sep 2014 A1
20140246498 Proud et al. Sep 2014 A1
20140246499 Proud et al. Sep 2014 A1
20140246500 Proud et al. Sep 2014 A1
20140246501 Proud et al. Sep 2014 A1
20140246502 Proud et al. Sep 2014 A1
20140246917 Proud et al. Sep 2014 A1
20140247136 Proud et al. Sep 2014 A1
20140247137 Proud et al. Sep 2014 A1
20140247142 Proud Sep 2014 A1
20140247143 Proud Sep 2014 A1
20140247144 Proud Sep 2014 A1
20140247146 Proud Sep 2014 A1
20140247147 Proud Sep 2014 A1
20140247149 Proud Sep 2014 A1
20140247150 Proud Sep 2014 A1
20140247151 Proud et al. Sep 2014 A1
20140247154 Proud Sep 2014 A1
20140247155 Proud Sep 2014 A1
20140247156 Proud Sep 2014 A1
20140249379 Proud Sep 2014 A1
20140249594 Sharma et al. Sep 2014 A1
20140249600 Heruth et al. Sep 2014 A1
20140249605 Heruth et al. Sep 2014 A1
20140249760 Proud et al. Sep 2014 A1
20140249774 Yuen et al. Sep 2014 A1
20140249853 Proud et al. Sep 2014 A1
20140250726 Meschter Sep 2014 A1
20140257055 Pacione et al. Sep 2014 A1
20140257058 Clarysse et al. Sep 2014 A1
20140257437 Simon et al. Sep 2014 A1
20140257540 Pacione et al. Sep 2014 A1
20140258220 Yuen et al. Sep 2014 A1
20140259798 Hollander Sep 2014 A1
20140260677 Dojan et al. Sep 2014 A1
20140260689 Walker Sep 2014 A1
20140266939 Baringer et al. Sep 2014 A1
20140273824 Fenner et al. Sep 2014 A1
20140273858 Panther et al. Sep 2014 A1
20140275812 Stivoric et al. Sep 2014 A1
20140275813 Stivoric et al. Sep 2014 A1
20140275850 Venkatraman et al. Sep 2014 A1
20140275852 Hong et al. Sep 2014 A1
20140275854 Venkatraman et al. Sep 2014 A1
20140275886 Teixeira Sep 2014 A1
20140276119 Venkatraman et al. Sep 2014 A1
20140276130 Mirelman et al. Sep 2014 A1
20140276192 Stivoric et al. Sep 2014 A1
20140276554 Finan et al. Sep 2014 A1
20140276555 Morales Sep 2014 A1
20140277250 Su et al. Sep 2014 A1
20140277277 Gordon et al. Sep 2014 A1
20140277631 Rice et al. Sep 2014 A1
20140277632 Walker Sep 2014 A1
20140277658 Hanft Sep 2014 A1
20140278220 Yuen Sep 2014 A1
20140278229 Hong et al. Sep 2014 A1
20140285311 Ellis Sep 2014 A1
20140285396 Lee et al. Sep 2014 A1
20140288390 Hong et al. Sep 2014 A1
20140288391 Hong et al. Sep 2014 A1
20140288392 Hong et al. Sep 2014 A1
20140288435 Richards et al. Sep 2014 A1
20140288436 Venkatraman et al. Sep 2014 A1
20140288438 Venkatraman et al. Sep 2014 A1
20140288619 Johnson et al. Sep 2014 A1
20140288620 DiLorenzo Sep 2014 A1
20140288647 Boyden et al. Sep 2014 A1
20140295537 Omidi Oct 2014 A1
20140296089 Holmes et al. Oct 2014 A1
20140296658 Yuen et al. Oct 2014 A1
20140296663 Boyden et al. Oct 2014 A1
20140296978 Boyden et al. Oct 2014 A1
20140297217 Yuen Oct 2014 A1
20140297218 Yuen Oct 2014 A1
20140303552 Kanderian, Jr. et al. Oct 2014 A1
20140305204 Hong et al. Oct 2014 A1
20140305470 Desu-Kalyanam Oct 2014 A1
20140306807 Rowland et al. Oct 2014 A1
20140307878 Osborne et al. Oct 2014 A1
20140308661 Holmes et al. Oct 2014 A1
20140309505 Euliano et al. Oct 2014 A1
20140316191 de Zambotti et al. Oct 2014 A1
20140316192 de Zambotti et al. Oct 2014 A1
20140316305 Venkatraman et al. Oct 2014 A1
20140318699 Longinotti-Buitoni et al. Oct 2014 A1
20140320284 Messenger et al. Oct 2014 A1
20140320331 Fernandes et al. Oct 2014 A1
20140323897 Brown et al. Oct 2014 A1
20140324118 Simon et al. Oct 2014 A1
20140327320 Muhs et al. Nov 2014 A1
20140328517 Gluncic Nov 2014 A1
20140330094 Pacione et al. Nov 2014 A1
20140330244 Hyde et al. Nov 2014 A1
20140330256 Hyde et al. Nov 2014 A1
20140330257 Hyde et al. Nov 2014 A1
20140330347 Simms, Jr. Nov 2014 A1
20140330357 Stevenson et al. Nov 2014 A1
20140330431 Hollander et al. Nov 2014 A1
20140331523 Ellis Nov 2014 A1
20140336980 Yuen et al. Nov 2014 A1
20140337450 Choudhary et al. Nov 2014 A1
20140337451 Choudhary et al. Nov 2014 A1
20140340221 Yuen et al. Nov 2014 A1
20140342328 Pacione et al. Nov 2014 A1
20140343370 Stivoric et al. Nov 2014 A1
20140343691 Guillory et al. Nov 2014 A1
20140343867 Yuen et al. Nov 2014 A1
20140343892 Yuen et al. Nov 2014 A1
20140350636 King et al. Nov 2014 A1
20140358012 Richards et al. Dec 2014 A1
20140358024 Nelson et al. Dec 2014 A1
20140358196 Mashiach Dec 2014 A1
20140358197 Mashiach et al. Dec 2014 A1
20140361147 Fei Dec 2014 A1
20140364705 Parthasarathy et al. Dec 2014 A1
20140368601 deCharms Dec 2014 A1
20140371556 Maertz Dec 2014 A1
20140371821 Mashiach et al. Dec 2014 A1
20140371824 Mashiach et al. Dec 2014 A1
20140371913 Zeltzer Dec 2014 A1
20140374276 Guthrie et al. Dec 2014 A1
20140376336 Steckner et al. Dec 2014 A1
20140378787 Brumback et al. Dec 2014 A1
20140379090 Diomidis et al. Dec 2014 A1
20150003047 Lin Jan 2015 A1
20150005650 Banet et al. Jan 2015 A1
20150005652 Banet et al. Jan 2015 A1
20150005911 Lake et al. Jan 2015 A1
20150011194 Rodriguez Jan 2015 A1
20150011860 Pool et al. Jan 2015 A1
20150011914 Berner, Jr. et al. Jan 2015 A1
20150018660 Thomson et al. Jan 2015 A1
20150018702 Galloway et al. Jan 2015 A1
20150019135 Kacyvenski et al. Jan 2015 A1
20150019257 Doyle et al. Jan 2015 A1
20150022675 Lord et al. Jan 2015 A1
20150025393 Hong et al. Jan 2015 A1
20150025394 Hong et al. Jan 2015 A1
20150025478 Hibdon et al. Jan 2015 A1
20150031964 Bly et al. Jan 2015 A1
20150031970 Lain Jan 2015 A1
20150032178 Simon et al. Jan 2015 A1
20150039040 Cowan et al. Feb 2015 A1
20150039053 Kaib et al. Feb 2015 A1
20150040282 Longinotti-Buitoni et al. Feb 2015 A1
20150040428 Davis et al. Feb 2015 A1
20150045634 Goldberg et al. Feb 2015 A1
20150048942 Bertagna et al. Feb 2015 A1
20150050888 Baker et al. Feb 2015 A1
20150057595 Gunn et al. Feb 2015 A1
20150057718 Sharma et al. Feb 2015 A1
20150065786 Jeevanandam et al. Mar 2015 A1
20150065826 Mulligan et al. Mar 2015 A1
20150066124 Stevenson et al. Mar 2015 A1
20150071934 Christiano Mar 2015 A1
20150073498 Kothandaraman Mar 2015 A1
20150073499 Kothandaraman Mar 2015 A1
20150073500 Kothandaraman et al. Mar 2015 A1
20150073723 Mulligan et al. Mar 2015 A1
20150076909 Biederman et al. Mar 2015 A1
20150077050 Van Funderburk Mar 2015 A1
20150080746 Bleich et al. Mar 2015 A1
20150080756 Robinson et al. Mar 2015 A1
20150080982 Van Funderburk Mar 2015 A1
20150080992 Drnek et al. Mar 2015 A1
20150088024 Sackellares et al. Mar 2015 A1
20150088226 Tourrel et al. Mar 2015 A1
20150088457 Yuen et al. Mar 2015 A1
20150094547 Mickle et al. Apr 2015 A1
20150094552 Golda et al. Apr 2015 A1
20150094914 Abreu Apr 2015 A1
20150096204 Case, Jr. Apr 2015 A1
20150096597 Patel et al. Apr 2015 A1
20150097701 Al-Ali et al. Apr 2015 A1
20150099943 Russell Apr 2015 A1
20150099959 Bonmassar et al. Apr 2015 A1
20150100038 McCann et al. Apr 2015 A1
20150100108 Vansickle et al. Apr 2015 A1
20150100109 Feldman et al. Apr 2015 A1
20150100270 Yuen et al. Apr 2015 A1
20150102923 Messenger et al. Apr 2015 A1
20150112151 Muhsin et al. Apr 2015 A1
20150112170 Amerson et al. Apr 2015 A1
20150113417 Yuen et al. Apr 2015 A1
20150116053 Stevenson et al. Apr 2015 A1
20150119728 Blackadar et al. Apr 2015 A1
20150119951 Nelson et al. Apr 2015 A1
20150119952 Sharma et al. Apr 2015 A1
20150120496 Watson Apr 2015 A1
20150122018 Yuen May 2015 A1
20150125945 Holmes et al. May 2015 A1
20150126822 Chavan et al. May 2015 A1
20150129664 Brar May 2015 A1
20150134107 Hyde et al. May 2015 A1
20150134268 Yuen et al. May 2015 A1
20150134345 Hyde et al. May 2015 A1
20150134346 Hyde et al. May 2015 A1
20150137935 Ellis May 2015 A1
20150137997 Huang May 2015 A1
20150141769 Mulligan et al. May 2015 A1
20150141873 Fei May 2015 A1
20150142074 Bar-Yoseph et al. May 2015 A1
20150142082 Simon et al. May 2015 A1
20150143601 Longinotti-Buitoni et al. May 2015 A1
20150146939 Datta et al. May 2015 A1
20150148637 Golda et al. May 2015 A1
20150148697 Burnes et al. May 2015 A1
20150148700 Mhuircheartaigh et al. May 2015 A1
20150148868 Shahandeh et al. May 2015 A1
20150149096 Soykan May 2015 A1
20150149217 Rath et al. May 2015 A1
20150150453 Abreu Jun 2015 A1
20150150505 Kaskoun et al. Jun 2015 A1
20150154364 Biasi et al. Jun 2015 A1
20150156749 Yun et al. Jun 2015 A1
20150157256 Galeev Jun 2015 A1
20150157269 Lisogurski et al. Jun 2015 A1
20150157512 Abir Jun 2015 A1
20150164321 Weibel et al. Jun 2015 A1
20150164322 Derchak Jun 2015 A1
20150164349 Gopalakrishnan et al. Jun 2015 A1
20150164376 Huang Jun 2015 A1
20150164377 Nathan et al. Jun 2015 A1
20150164432 Gupta et al. Jun 2015 A1
20150170504 Jooste Jun 2015 A1
20150173452 Semperlotti et al. Jun 2015 A1
20150173628 Yuen et al. Jun 2015 A1
20150173631 Richards et al. Jun 2015 A1
20150173674 Hayes et al. Jun 2015 A1
20150174296 Ju et al. Jun 2015 A1
20150174406 Lamensdorf et al. Jun 2015 A1
20150177081 Steier Jun 2015 A1
20150179038 Daniel et al. Jun 2015 A1
20150183828 Genove et al. Jul 2015 A1
20150189062 Ellis Jul 2015 A1
20150189063 Ellis Jul 2015 A1
20150190053 Baker et al. Jul 2015 A1
20150190636 Simon et al. Jul 2015 A1
20150190637 Simon et al. Jul 2015 A1
20150193612 Chow Jul 2015 A1
20150194052 Sagan et al. Jul 2015 A1
20150196229 Old et al. Jul 2015 A1
20150196256 Venkatraman et al. Jul 2015 A1
20150196378 Mayer et al. Jul 2015 A1
20150196409 Pool et al. Jul 2015 A1
20150201853 Hong et al. Jul 2015 A1
20150201854 Hong et al. Jul 2015 A1
20150206408 LaLonde et al. Jul 2015 A1
20150207915 Roberts et al. Jul 2015 A1
20150208943 Shenasa et al. Jul 2015 A1
20150220700 Chait et al. Aug 2015 A1
20150221208 Knighton et al. Aug 2015 A1
20150223700 Kirenko Aug 2015 A1
20150223708 Richards et al. Aug 2015 A1
20150224310 Sharma et al. Aug 2015 A1
20150226619 Rice et al. Aug 2015 A1
20150230722 Sarkar et al. Aug 2015 A1
20150230735 Venkatraman et al. Aug 2015 A1
20150230761 Brumback et al. Aug 2015 A1
20150231402 Aghassian Aug 2015 A1
20150238097 Teller et al. Aug 2015 A1
20150238277 Ritchey et al. Aug 2015 A1
20150243967 Norton et al. Aug 2015 A1
20150245797 Teller et al. Sep 2015 A1
20150250429 Hampapuram et al. Sep 2015 A1
20150254710 Black et al. Sep 2015 A1
20150255858 Li et al. Sep 2015 A1
20150257479 Ellis Sep 2015 A1
20150258261 Novack Sep 2015 A1
20150258415 Trivedi et al. Sep 2015 A1
20150260514 Menelas et al. Sep 2015 A1
20150265150 Darty et al. Sep 2015 A1
20150265164 Gopalakrishnan et al. Sep 2015 A1
20150265195 Darty et al. Sep 2015 A1
20150265207 Wu et al. Sep 2015 A1
20150265214 De Kok et al. Sep 2015 A1
20150265217 Penders et al. Sep 2015 A1
20150265903 Kolen et al. Sep 2015 A1
20150269009 Faaborg et al. Sep 2015 A1
20150269624 Cheng et al. Sep 2015 A1
20150272511 Najafi et al. Oct 2015 A1
20150278453 Joao Oct 2015 A1
20150282711 Thomas et al. Oct 2015 A1
20150282713 Fei Oct 2015 A1
20150282767 Stivoric et al. Oct 2015 A1
20150283365 Dacey, Jr. et al. Oct 2015 A1
20150283386 Chow Oct 2015 A1
20150288772 Molettiere et al. Oct 2015 A1
20150289594 Rushbrook et al. Oct 2015 A1
20150289595 Rushbrook et al. Oct 2015 A1
20150289596 Beers et al. Oct 2015 A1
20150289797 Pacione et al. Oct 2015 A1
20150289798 Pacione et al. Oct 2015 A1
20150289799 Pacione et al. Oct 2015 A1
20150289800 Pacione et al. Oct 2015 A1
20150289808 Pacione et al. Oct 2015 A1
20150289809 Pacione et al. Oct 2015 A1
20150289810 Pacione et al. Oct 2015 A1
20150289811 Pacione et al. Oct 2015 A1
20150289812 Pacione et al. Oct 2015 A1
20150289820 Miller et al. Oct 2015 A1
20150289911 Beyar et al. Oct 2015 A1
20150294574 Pacione et al. Oct 2015 A1
20150294575 Pacione et al. Oct 2015 A1
20150294576 Pacione et al. Oct 2015 A1
20150294583 Pacione et al. Oct 2015 A1
20150294594 Pacione et al. Oct 2015 A1
20150296922 Rushbrook et al. Oct 2015 A1
20150297059 Desu-Kalyanam Oct 2015 A1
20150297103 Hu et al. Oct 2015 A1
20150297134 Albert et al. Oct 2015 A1
20150297904 Kavounas Oct 2015 A1
20150304797 Rhoads et al. Oct 2015 A1
20150305682 LeBoeuf et al. Oct 2015 A1
20150313308 Rice et al. Nov 2015 A1
20150313309 Darden et al. Nov 2015 A1
20150314166 Hong et al. Nov 2015 A1
20150317515 Lake et al. Nov 2015 A1
20150320588 Connor Nov 2015 A1
20150321084 Galasso et al. Nov 2015 A1
20150327989 Boyden et al. Nov 2015 A1
20150331997 Joao Nov 2015 A1
20150335096 Semperlotti et al. Nov 2015 A1
20150335385 Miao et al. Nov 2015 A1
20150335507 Emmons et al. Nov 2015 A1
20150338428 Holmes et al. Nov 2015 A1
20150339946 Pacione et al. Nov 2015 A1
20150347689 Neagle Dec 2015 A1
20150351695 Cronin Dec 2015 A1
20150351698 Cronin Dec 2015 A1
20150356524 Pennanen Dec 2015 A1
20150356555 Pennanen Dec 2015 A1
20150358525 Lord Dec 2015 A1
20150359429 Al-Ali et al. Dec 2015 A1
20150359457 Blumenthal et al. Dec 2015 A1
20150359489 Baudenbacher et al. Dec 2015 A1
20150359490 Massey et al. Dec 2015 A1
20150360038 Zottola et al. Dec 2015 A1
20150364018 Mirov et al. Dec 2015 A1
20150364938 Lapetina et al. Dec 2015 A1
20150365738 Purvis et al. Dec 2015 A1
20150366746 Ashby Dec 2015 A1
20150366915 Gay et al. Dec 2015 A1
20150367144 Flynn et al. Dec 2015 A1
20150368717 Holmes et al. Dec 2015 A1
20150371516 Petersen et al. Dec 2015 A1
20150374289 Teller et al. Dec 2015 A1
20150374541 de Juan, Jr. et al. Dec 2015 A1
20160000188 Hanft Jan 2016 A1
20160000385 Petersen et al. Jan 2016 A1
20160000640 Lai et al. Jan 2016 A1
20160000642 Zipper Jan 2016 A1
20160000984 Burnett et al. Jan 2016 A1
20160001034 Rembrand Jan 2016 A1
20160001071 Sharma et al. Jan 2016 A1
20160003823 Holmes Jan 2016 A1
20160005299 Zomet et al. Jan 2016 A1
20160007890 Kovatchev et al. Jan 2016 A1
20160007925 Mirov et al. Jan 2016 A1
20160008632 Wetmore et al. Jan 2016 A1
20160011215 Holmes Jan 2016 A1
20160011225 Holmes Jan 2016 A1
20160012465 Sharp Jan 2016 A1
20160015280 Hyde et al. Jan 2016 A1
20160015972 Hyde et al. Jan 2016 A1
20160016041 Giedwoyn et al. Jan 2016 A1
20160022193 Rau et al. Jan 2016 A1
20160023007 Stouffer et al. Jan 2016 A1
20160025760 Holmes Jan 2016 A1
20160025763 Holmes Jan 2016 A1
20160025854 D'Angelo et al. Jan 2016 A1
20160029905 Kovacs Feb 2016 A1
20160029931 Salas-Boni et al. Feb 2016 A1
20160029966 Salas-Boni et al. Feb 2016 A1
20160030650 Yomtov et al. Feb 2016 A1
20160030741 Wei et al. Feb 2016 A1
20160030756 Dronov Feb 2016 A1
20160032361 Holmes et al. Feb 2016 A1
20160033544 Holmes et al. Feb 2016 A1
20160034696 Jooste et al. Feb 2016 A1
20160036118 Baringer et al. Feb 2016 A1
20160037855 Ellis Feb 2016 A1
20160038037 Kovacs Feb 2016 A1
20160038038 Kovacs Feb 2016 A1
20160038042 Mulligan et al. Feb 2016 A1
20160038043 Mulligan et al. Feb 2016 A1
20160038055 Wheeler et al. Feb 2016 A1
20160038324 Pool et al. Feb 2016 A1
20160038673 Morales Feb 2016 A1
20160038744 Ellingson et al. Feb 2016 A1
20160044993 Meschter et al. Feb 2016 A1
20160047787 Islam Feb 2016 A1
20160051169 Hong et al. Feb 2016 A1
20160051825 Ter-Petrosyan et al. Feb 2016 A1
20160054343 Holmes et al. Feb 2016 A1
20160058286 Joshua et al. Mar 2016 A1
20160058302 Raghuram et al. Mar 2016 A1
20160058324 Cao Mar 2016 A1
20160058329 Srinivas et al. Mar 2016 A1
20160058331 Keen et al. Mar 2016 A1
20160058332 Tan et al. Mar 2016 A1
20160058333 Arnold et al. Mar 2016 A1
20160058356 Raghuram et al. Mar 2016 A1
20160058370 Raghuram et al. Mar 2016 A1
20160058371 Singh Alvarado et al. Mar 2016 A1
20160058372 Raghuram et al. Mar 2016 A1
20160058375 Rothkopf Mar 2016 A1
20160059010 Sharma et al. Mar 2016 A1
20160059064 Smith et al. Mar 2016 A1
20160066803 Hu et al. Mar 2016 A1
20160066844 Venkatraman et al. Mar 2016 A1
20160067584 Giedwoyn et al. Mar 2016 A1
20160069919 Holmes et al. Mar 2016 A1
20160069920 Holmes et al. Mar 2016 A1
20160069921 Holmes et al. Mar 2016 A1
20160072690 Molettiere et al. Mar 2016 A1
20160073884 Samuelsson et al. Mar 2016 A1
20160073914 Lapetina et al. Mar 2016 A1
20160074278 Muench et al. Mar 2016 A1
20160074547 Dobrinsky et al. Mar 2016 A1
20160074600 Miesel Mar 2016 A1
20160077015 Holmes et al. Mar 2016 A1
20160078061 Hilsdale et al. Mar 2016 A1
20160080166 Chen et al. Mar 2016 A1
20160081418 Amos et al. Mar 2016 A1
20160081435 Marks Mar 2016 A1
20160081574 Krusor et al. Mar 2016 A1
20160081622 Abreu Mar 2016 A1
20160082187 Schaible et al. Mar 2016 A1
20160084863 Holmes et al. Mar 2016 A1
20160084869 Yuen et al. Mar 2016 A1
20160089028 Chatterjee et al. Mar 2016 A1
20160089575 Smith et al. Mar 2016 A1
20160095550 Lin et al. Apr 2016 A1
20160098723 Feeney Apr 2016 A1
20160098730 Feeney Apr 2016 A1
20160100801 Clark et al. Apr 2016 A1
20160103123 Holmes et al. Apr 2016 A1
20160106177 De Laurentis Apr 2016 A1
20160113838 Paydarfar et al. Apr 2016 A1
20160117951 Fleischer et al. Apr 2016 A1
20160124009 Wasson et al. May 2016 A1
20160135516 Cobbett et al. May 2016 A1
20160135695 Cobbett et al. May 2016 A1
20160135696 Cobbett et al. May 2016 A1
20160135697 Rinderknecht et al. May 2016 A1
20160135706 Sullivan et al. May 2016 A1
20160135741 Chetham et al. May 2016 A1
20160135742 Cobbett et al. May 2016 A1
20160135743 Cobbett et al. May 2016 A1
20160136882 Cobbett et al. May 2016 A1
20160139156 Lakdawala May 2016 A1
20160143548 Al-Ali May 2016 A1
20160143562 Ashby May 2016 A1
20160143584 Inagaki May 2016 A1
20160147964 Corey et al. May 2016 A1
20160148531 Bleich et al. May 2016 A1
20160151603 Shouldice et al. Jun 2016 A1
20160158426 Jeevanandam et al. Jun 2016 A1
20160158552 Heruth et al. Jun 2016 A1
20160162662 Monirabbasi et al. Jun 2016 A1
20160166156 Yuen et al. Jun 2016 A1
20160169880 Holmes et al. Jun 2016 A1
20160169923 Holmes et al. Jun 2016 A1
20160170996 Frank et al. Jun 2016 A1
20160174840 Udoh et al. Jun 2016 A1
20160174898 Udoh et al. Jun 2016 A1
20160180440 Dibenedetto et al. Jun 2016 A1
20160183818 Richards et al. Jun 2016 A1
20160186140 Dalton et al. Jun 2016 A1
20160188856 Miki et al. Jun 2016 A1
20160191120 Dobyns et al. Jun 2016 A1
20160192166 deCharms Jun 2016 A1
20160192865 Datta et al. Jul 2016 A1
20160193462 Krusor et al. Jul 2016 A1
20160193679 Zhang et al. Jul 2016 A1
20160195440 Amos et al. Jul 2016 A1
20160198961 Homyk et al. Jul 2016 A1
20160203522 Shiffert et al. Jul 2016 A1
20160203572 McConaghy et al. Jul 2016 A1
20160205450 Gartseev et al. Jul 2016 A1
20160206215 Takahashi et al. Jul 2016 A1
20160206922 Dalebout et al. Jul 2016 A1
20160210679 Rohr et al. Jul 2016 A1
20160213314 Zuckerman-Stark et al. Jul 2016 A1
20160213334 Oleson Jul 2016 A1
20160216286 Holmes et al. Jul 2016 A1
20160216287 Holmes et al. Jul 2016 A1
20160219266 Lane Jul 2016 A1
20160219967 Smith et al. Aug 2016 A1
20160220151 Zizi et al. Aug 2016 A1
20160220186 Clark et al. Aug 2016 A9
20160220198 Proud Aug 2016 A1
20160224130 Myers et al. Aug 2016 A1
20160224803 Frank et al. Aug 2016 A1
20160227870 Odland et al. Aug 2016 A1
20160227883 Beers et al. Aug 2016 A1
20160228034 Gluncic Aug 2016 A1
20160228052 Proud Aug 2016 A1
20160231402 Rothberg et al. Aug 2016 A1
20160232131 Liu et al. Aug 2016 A1
20160232137 Liu Aug 2016 A1
20160232201 Goran et al. Aug 2016 A1
20160232244 Liu et al. Aug 2016 A1
20160232726 Zizi et al. Aug 2016 A1
20160232807 Ghaffari et al. Aug 2016 A1
20160234143 Choudhary et al. Aug 2016 A1
20160234174 Zizi et al. Aug 2016 A1
20160234184 Liu et al. Aug 2016 A1
20160234595 Goran et al. Aug 2016 A1
20160235317 Sarkar et al. Aug 2016 A1
20160235318 Sarkar Aug 2016 A1
20160235352 DiLorenzo Aug 2016 A1
20160235374 Miller et al. Aug 2016 A1
20160238439 Chu et al. Aug 2016 A1
20160238440 Chu et al. Aug 2016 A1
20160238441 Chu et al. Aug 2016 A1
20160238443 Chu et al. Aug 2016 A1
20160238444 Chu et al. Aug 2016 A1
20160239084 Connor Aug 2016 A1
20160239624 Short et al. Aug 2016 A1
20160240721 Chu et al. Aug 2016 A1
20160241554 Zizi et al. Aug 2016 A1
20160242646 Obma Aug 2016 A1
20160242654 Quinlan et al. Aug 2016 A1
20160242665 Galloway et al. Aug 2016 A1
20160242700 Ferber et al. Aug 2016 A1
20160243373 Kalgren et al. Aug 2016 A1
20160252412 McMillen et al. Sep 2016 A1
20160253471 Volpe Sep 2016 A1
20160256095 Krasnow et al. Sep 2016 A1
20160256097 Manautou et al. Sep 2016 A1
20160256106 Krasnow et al. Sep 2016 A1
20160256112 Brockway et al. Sep 2016 A1
20160256350 Johnson et al. Sep 2016 A1
20160256629 Grosman et al. Sep 2016 A1
20160256697 Shahandeh et al. Sep 2016 A1
20160259426 Yuen et al. Sep 2016 A1
20160260311 Asano Sep 2016 A1
20160261458 Huang Sep 2016 A1
20160262485 Walker Sep 2016 A1
20160262486 Ellis Sep 2016 A1
20160262670 Wasson et al. Sep 2016 A1
20160263382 Heruth et al. Sep 2016 A1
20160270656 Samec et al. Sep 2016 A1
20160274752 Zhu et al. Sep 2016 A1
20160278638 Schwartz et al. Sep 2016 A1
20160278669 Messenger et al. Sep 2016 A1
20160279021 Hyde et al. Sep 2016 A1
20160279022 Hyde et al. Sep 2016 A1
20160279023 Hyde et al. Sep 2016 A1
20160279024 Hyde et al. Sep 2016 A1
20160279025 Hyde et al. Sep 2016 A1
20160279410 Simon et al. Sep 2016 A1
20160279435 Hyde et al. Sep 2016 A1
20160283706 Holmes Sep 2016 A1
20160285985 Molettiere et al. Sep 2016 A1
20160287184 Diebold et al. Oct 2016 A1
20160287380 Shi et al. Oct 2016 A1
20160287879 Denison et al. Oct 2016 A1
20160287887 Wu et al. Oct 2016 A1
20160290878 Severinkangas et al. Oct 2016 A1
20160293172 Sharma et al. Oct 2016 A1
20160296114 Finch et al. Oct 2016 A1
20160296116 Baker et al. Oct 2016 A1
20160296145 Bajaj et al. Oct 2016 A1
20160296169 McHale et al. Oct 2016 A1
20160296759 Cong et al. Oct 2016 A1
20160299021 Thillainadarajah et al. Oct 2016 A1
20160300028 Abell et al. Oct 2016 A1
20160300252 Frank et al. Oct 2016 A1
20160302509 Amos et al. Oct 2016 A1
20160302521 Rennex Oct 2016 A1
20160302706 Richards et al. Oct 2016 A1
20160302707 Pesach et al. Oct 2016 A1
20160303313 Burke et al. Oct 2016 A1
20160303371 Whiting et al. Oct 2016 A1
20160306339 Rushbrook et al. Oct 2016 A1
20160309829 Molyneux et al. Oct 2016 A1
20160309830 Rushbrook et al. Oct 2016 A1
20160309842 Ellis Oct 2016 A1
20160310022 Stivoric et al. Oct 2016 A1
20160310048 Pang et al. Oct 2016 A1
20160310737 Tourrel et al. Oct 2016 A1
20160314670 Roberts et al. Oct 2016 A1
20160316849 McLeod et al. Nov 2016 A1
20160317095 Berger et al. Nov 2016 A1
20160317744 Rule Nov 2016 A1
20160317797 Smith et al. Nov 2016 A1
20160320381 Holmes et al. Nov 2016 A1
20160321400 Durrant et al. Nov 2016 A1
20160321598 Baughman et al. Nov 2016 A1
20160321599 Baughman et al. Nov 2016 A1
20160321654 Lesavich et al. Nov 2016 A1
20160323401 Messenger et al. Nov 2016 A1
20160324450 Estes et al. Nov 2016 A1
20160324472 Kaskoun et al. Nov 2016 A1
20160324478 Goldstein Nov 2016 A1
20160324488 Olsen Nov 2016 A1
20160325083 Linden et al. Nov 2016 A1
20160325084 Linden et al. Nov 2016 A1
20160325143 Yuen et al. Nov 2016 A1
20160327476 Islam Nov 2016 A1
20160331257 Baumann et al. Nov 2016 A1
20160331273 Armoundas Nov 2016 A1
20160331518 Cable, II et al. Nov 2016 A1
20160331986 Piha et al. Nov 2016 A1
20160331987 Chapman et al. Nov 2016 A1
20160334087 Lin Nov 2016 A1
20160334124 Hou et al. Nov 2016 A1
20160335632 Proud et al. Nov 2016 A1
20160335913 Grant et al. Nov 2016 A1
20160337843 Repka et al. Nov 2016 A1
20160341611 Walker Nov 2016 A1
20160342744 Joao Nov 2016 A1
20160342762 Goetz Nov 2016 A1
20160342882 Proud et al. Nov 2016 A1
20160345653 Beers et al. Dec 2016 A1
20160345902 Degreef et al. Dec 2016 A1
20160346501 Hooper et al. Dec 2016 A1
20160346530 Jeffery et al. Dec 2016 A1
20160346542 Simon et al. Dec 2016 A1
20160346609 Bailly et al. Dec 2016 A1
20160349076 Campos Gallo et al. Dec 2016 A1
20160354606 Dacey, Jr. et al. Dec 2016 A1
20160358063 Proud et al. Dec 2016 A1
20160358155 Proud et al. Dec 2016 A1
20160358156 Proud et al. Dec 2016 A1
20160359222 Li et al. Dec 2016 A1
20160361009 Proud et al. Dec 2016 A1
20160361026 Sarkar et al. Dec 2016 A1
20160361027 Jang et al. Dec 2016 A1
20160366972 Wilken et al. Dec 2016 A1
20160367803 Wei et al. Dec 2016 A1
20160369861 Phipps et al. Dec 2016 A1
20160370396 Wasson et al. Dec 2016 A1
20160373161 Yun et al. Dec 2016 A1
20160374171 Wilken et al. Dec 2016 A1
20160374556 Colvin, Jr. et al. Dec 2016 A1
20160374600 Short et al. Dec 2016 A1
20160374608 Dugan Dec 2016 A1
20160374618 Giovangrandi Dec 2016 A1
20160374620 Lisogurski et al. Dec 2016 A1
20160374625 Mulligan et al. Dec 2016 A1
20160377640 Balwani et al. Dec 2016 A1
20160378069 Rothkopf Dec 2016 A1
20160378070 Rothkopf Dec 2016 A1
20160378071 Rothkopf Dec 2016 A1
20160379312 Arjomand et al. Dec 2016 A1
20170000324 Samec et al. Jan 2017 A1
20170000325 Samec et al. Jan 2017 A1
20170000326 Samec et al. Jan 2017 A1
20170000329 Samec et al. Jan 2017 A1
20170000330 Samec et al. Jan 2017 A1
20170000331 Samec et al. Jan 2017 A1
20170000332 Samec et al. Jan 2017 A1
20170000333 Samec et al. Jan 2017 A1
20170000334 Samec et al. Jan 2017 A1
20170000335 Samec et al. Jan 2017 A1
20170000337 Samec et al. Jan 2017 A1
20170000340 Samec et al. Jan 2017 A1
20170000341 Samec et al. Jan 2017 A1
20170000342 Samec et al. Jan 2017 A1
20170000343 Samec et al. Jan 2017 A1
20170000345 Samec et al. Jan 2017 A1
20170000371 Quinlan et al. Jan 2017 A1
20170000372 Quinlan et al. Jan 2017 A1
20170000375 Demas et al. Jan 2017 A1
20170000390 Biederman et al. Jan 2017 A1
20170000391 Wasson et al. Jan 2017 A1
20170000415 Lapetina et al. Jan 2017 A1
20170000454 Samec et al. Jan 2017 A1
20170000683 Samec et al. Jan 2017 A1
20170000936 Soykan et al. Jan 2017 A1
20170001032 Samec et al. Jan 2017 A1
20170004106 Joshua et al. Jan 2017 A1
20170007111 Samec et al. Jan 2017 A1
20170007115 Samec et al. Jan 2017 A1
20170007116 Samec et al. Jan 2017 A1
20170007122 Samec et al. Jan 2017 A1
20170007123 Samec et al. Jan 2017 A1
20170007182 Samec et al. Jan 2017 A1
20170007420 Stevenson et al. Jan 2017 A1
20170007450 Samec et al. Jan 2017 A1
20170007799 Samec et al. Jan 2017 A1
20170007843 Samec et al. Jan 2017 A1
20170010469 Samec et al. Jan 2017 A1
20170010470 Samec et al. Jan 2017 A1
20170017083 Samec et al. Jan 2017 A1
20170017936 Bisikalo et al. Jan 2017 A1
20170017954 McDonough et al. Jan 2017 A1
20170017955 Stern et al. Jan 2017 A1
20170020241 Proud et al. Jan 2017 A1
20170020402 Rogers et al. Jan 2017 A1
20170021171 Perez et al. Jan 2017 A1
20170021172 Perez et al. Jan 2017 A1
20170027278 Roser Feb 2017 A1
20170027514 Biederman et al. Feb 2017 A1
20170027515 Wiser Feb 2017 A1
20170027523 Venkatraman et al. Feb 2017 A1
20170027812 Hyde et al. Feb 2017 A1
20170028185 Wiley et al. Feb 2017 A1
20170028231 Zhao et al. Feb 2017 A1
20170028622 Westlind et al. Feb 2017 A1
20170031874 Boudville Feb 2017 A1
20170033932 Truu et al. Feb 2017 A1
20170036021 Sharma et al. Feb 2017 A1
20170036031 Norton et al. Feb 2017 A1
20170038401 Holmes et al. Feb 2017 A1
20170038747 Ellis Feb 2017 A1
20170043160 Goodall et al. Feb 2017 A1
20170045862 Jia et al. Feb 2017 A1
20170046652 Haldenby et al. Feb 2017 A1
20170046689 Lohe et al. Feb 2017 A1
20170046694 Chow et al. Feb 2017 A1
20170046799 Chan et al. Feb 2017 A1
20170046806 Haldenby et al. Feb 2017 A1
20170048209 Lohe et al. Feb 2017 A1
20170048234 Lohe et al. Feb 2017 A1
20170048235 Lohe et al. Feb 2017 A1
20170049352 Mirov Feb 2017 A1
20170049406 Lanzel et al. Feb 2017 A1
20170049946 Kapur et al. Feb 2017 A1
20170053078 Lanzel et al. Feb 2017 A1
20170055205 Morris et al. Feb 2017 A1
20170055845 Mirov et al. Mar 2017 A1
20170055851 Al-Ali Mar 2017 A1
20170055880 Agrawal et al. Mar 2017 A1
20170055882 Al-Ali et al. Mar 2017 A1
20170055887 Al-Ali Mar 2017 A1
20170055896 Al-Ali et al. Mar 2017 A1
20170056677 Zhang et al. Mar 2017 A1
20170058451 Smith et al. Mar 2017 A1
20170063434 Hviid et al. Mar 2017 A1
20170065183 Abreu Mar 2017 A1
20170065230 Sinha et al. Mar 2017 A1
20170065821 Brink et al. Mar 2017 A1
20170068774 Cluckers et al. Mar 2017 A1
20170068970 McCormack Mar 2017 A1
20170071474 Islam Mar 2017 A1
20170071487 Ritscher et al. Mar 2017 A1
20170071506 Dwarika Mar 2017 A1
20170071510 Delbeke et al. Mar 2017 A1
20170071545 Ritscher et al. Mar 2017 A1
20170072121 Yomtov et al. Mar 2017 A1
20170076068 Dobbles et al. Mar 2017 A1
20170079368 Amos et al. Mar 2017 A1
20170079596 Teixeira Mar 2017 A1
20170080207 Perez et al. Mar 2017 A1
20170083907 McDonough et al. Mar 2017 A1
20170084983 Baringer et al. Mar 2017 A1
20170085545 Lohe et al. Mar 2017 A1
20170085555 Bisikalo et al. Mar 2017 A1
20170085967 Case, Jr. Mar 2017 A1
20170086519 Vigano′ et al. Mar 2017 A1
20170086752 Baxi et al. Mar 2017 A1
20170091756 Stern et al. Mar 2017 A1
20170095011 Cobbett et al. Apr 2017 A1
20170095205 Abreu Apr 2017 A1
20170095673 Ludwig et al. Apr 2017 A1
20170095721 Bleich et al. Apr 2017 A1
20170097994 Karavirta Apr 2017 A1
20170098367 M et al. Apr 2017 A1
20170100056 Zhu et al. Apr 2017 A1
20170100214 Wen Apr 2017 A1
20170103669 Silveratawil et al. Apr 2017 A1
20170105474 Morrison et al. Apr 2017 A1
20170105476 Morrison et al. Apr 2017 A1
20170106196 Ter-Petrosyan et al. Apr 2017 A1
20170109735 Sheng et al. Apr 2017 A1
20170111359 Zizi et al. Apr 2017 A1
20170112391 Stivoric et al. Apr 2017 A1
20170112439 Dubin et al. Apr 2017 A1
20170112671 Goldstein Apr 2017 A1
20170113042 Goodall et al. Apr 2017 A1
20170113046 Fried et al. Apr 2017 A1
20170113057 Goodall et al. Apr 2017 A1
20170117739 Tuseth et al. Apr 2017 A1
20170118626 Sadhu Apr 2017 A1
20170119261 Teixeira May 2017 A1
20170119312 Kaskoun et al. May 2017 A1
20170119968 Keenan et al. May 2017 A1
20170124853 Mehta et al. May 2017 A1
20170127929 Schutt et al. May 2017 A1
20170127975 Bozkurt May 2017 A1
20170127999 Linders et al. May 2017 A1
20170128140 Samuelsson et al. May 2017 A1
20170128722 Perez May 2017 A1
20170128735 Gustavson et al. May 2017 A1
20170132615 Castinado et al. May 2017 A1
20170132630 Castinado et al. May 2017 A1
20170133022 Gurijala et al. May 2017 A1
20170135415 Ellis May 2017 A1
20170135633 Connor May 2017 A1
20170136209 Burnett et al. May 2017 A1
20170136264 Hyde et al. May 2017 A1
20170136265 Hyde et al. May 2017 A1
20170136842 Anderson et al. May 2017 A1
20170140408 Wuehler May 2017 A1
20170143219 Ciecko May 2017 A1
20170143233 Audeh et al. May 2017 A1
20170143266 Kovacs et al. May 2017 A1
20170143267 Kovacs et al. May 2017 A1
20170143268 Kovacs et al. May 2017 A1
20170143282 Kovacs et al. May 2017 A1
20170146385 Kovacs et al. May 2017 A1
20170146386 Wiard et al. May 2017 A1
20170146387 Wiard et al. May 2017 A1
20170146388 Kovacs et al. May 2017 A1
20170146389 Kovacs et al. May 2017 A1
20170146390 Kovacs May 2017 A1
20170146391 Kovacs et al. May 2017 A1
20170147722 Greenwood May 2017 A1
20170147754 Kovacs May 2017 A1
20170147803 Zizi et al. May 2017 A1
20170147837 Kovacs et al. May 2017 A1
20170148240 Kovacs et al. May 2017 A1
20170149773 Kovacs et al. May 2017 A1
20170150895 Cobbett et al. Jun 2017 A1
20170152486 Shen et al. Jun 2017 A1
20170156593 Ferber et al. Jun 2017 A1
20170156606 Ferber et al. Jun 2017 A1
20170156662 Goodall et al. Jun 2017 A1
20170156663 Heruth et al. Jun 2017 A1
20170157411 Shahandeh et al. Jun 2017 A1
20170160398 Venkatraman et al. Jun 2017 A1
20170161517 Shah Jun 2017 A1
20170164850 Murphy et al. Jun 2017 A1
20170164876 Hyde et al. Jun 2017 A1
20170164878 Connor Jun 2017 A1
20170165425 Ruchti et al. Jun 2017 A9
20170165483 Sharma et al. Jun 2017 A1
20170168457 Sadasivam et al. Jun 2017 A1
20170169190 Harma et al. Jun 2017 A1
20170169695 Poisner et al. Jun 2017 A1
20170172249 Kassatly et al. Jun 2017 A1
20170172522 Insler et al. Jun 2017 A1
20170173216 Ju et al. Jun 2017 A1
20170173262 Veltz Jun 2017 A1
20170181671 Varsavsky et al. Jun 2017 A1
20170181677 Varsavsky et al. Jun 2017 A1
20170181708 Orron et al. Jun 2017 A1
20170182330 Schneider et al. Jun 2017 A1
20170188893 Venkatraman et al. Jul 2017 A1
20170189756 Brothers et al. Jul 2017 A1
20170189757 Brothers et al. Jul 2017 A1
20170189815 Tweedale et al. Jul 2017 A1
20170193140 Brothers et al. Jul 2017 A1
20170195475 Mehta et al. Jul 2017 A1
20170196455 Mirov et al. Jul 2017 A1
20170196457 Thakur et al. Jul 2017 A1
20170196458 Ternes et al. Jul 2017 A1
20170196513 Longinotti-Buitoni et al. Jul 2017 A1
20170197072 Linden et al. Jul 2017 A1
20170202461 Darty et al. Jul 2017 A1
20170202484 Al-Shaery et al. Jul 2017 A1
20170206532 Choi Jul 2017 A1
20170209053 Pantelopoulos et al. Jul 2017 A1
20170209055 Pantelopoulos et al. Jul 2017 A1
20170209081 Davidson Jul 2017 A1
20170209666 Quigley Jul 2017 A1
20170209705 Faltys et al. Jul 2017 A1
20170215028 Rhoads et al. Jul 2017 A1
20170215524 Rushbrook et al. Aug 2017 A1
20170215729 Mullin et al. Aug 2017 A1
20170215756 Galloway et al. Aug 2017 A1
20170215757 Gil Da Costa et al. Aug 2017 A1
20170215765 Amos et al. Aug 2017 A1
20170216125 Hyde et al. Aug 2017 A1
20170216610 Yoder et al. Aug 2017 A1
20170216611 Yoder et al. Aug 2017 A1
20170216625 Pishdad et al. Aug 2017 A1
20170216627 Brooks et al. Aug 2017 A1
20170221032 Mazed Aug 2017 A1
20170221052 Sheng et al. Aug 2017 A1
20170221463 Lenhert Aug 2017 A1
20170224252 Salzar et al. Aug 2017 A1
20170224260 Darty et al. Aug 2017 A1
20170224268 Altini et al. Aug 2017 A1
20170224291 Hampapuram et al. Aug 2017 A1
20170224581 Johnson et al. Aug 2017 A1
20170224990 Goldwasser et al. Aug 2017 A1
20170228516 Sampath et al. Aug 2017 A1
20170228627 Geissler et al. Aug 2017 A1
20170228706 Parziale et al. Aug 2017 A1
20170228731 Sheng et al. Aug 2017 A1
20170228734 Kurian Aug 2017 A1
20170230084 Zhu et al. Aug 2017 A1
20170231494 Pekander Aug 2017 A1
20170231495 Soro et al. Aug 2017 A1
20170231569 Kumar et al. Aug 2017 A1
20170231597 Howard Aug 2017 A1
20170231738 Severson Aug 2017 A1
20170232256 Meskens Aug 2017 A1
20170232297 Prokhorov Aug 2017 A1
20170232300 Tran et al. Aug 2017 A1
20170236177 Sebastian et al. Aug 2017 A1
20170236196 Isaacson et al. Aug 2017 A1
20170236407 Rhoads et al. Aug 2017 A1
20170237569 Vandervort Aug 2017 A1
20170237570 Vandervort Aug 2017 A1
20170237694 Choudhary et al. Aug 2017 A1
20170238659 Bohnsack et al. Aug 2017 A1
20170238814 Gopalakrishnan et al. Aug 2017 A1
20170238881 Cheng et al. Aug 2017 A1
20170239470 Wei et al. Aug 2017 A1
20170239523 Cheng et al. Aug 2017 A1
20170243056 Cheng et al. Aug 2017 A1
20170243177 Johnsrud et al. Aug 2017 A1
20170243208 Kurian et al. Aug 2017 A1
20170243209 Johnsrud et al. Aug 2017 A1
20170243212 Castinado et al. Aug 2017 A1
20170243213 Castinado et al. Aug 2017 A1
20170243214 Johnsrud et al. Aug 2017 A1
20170243217 Johnsrud et al. Aug 2017 A1
20170243222 Balasubramanian Aug 2017 A1
20170243286 Castinado et al. Aug 2017 A1
20170243287 Johnsrud et al. Aug 2017 A1
20170243508 Cheng et al. Aug 2017 A1
20170244707 Johnsrud et al. Aug 2017 A1
20170244721 Kurian et al. Aug 2017 A1
20170245767 Ferber et al. Aug 2017 A1
20170246459 Kelley et al. Aug 2017 A1
20170246521 deGreef et al. Aug 2017 A1
20170248567 Islam Aug 2017 A1
20170249115 Yuen et al. Aug 2017 A1
20170250796 Samid Aug 2017 A1
20170251232 Kaib et al. Aug 2017 A1
20170251940 Perschbacher et al. Sep 2017 A1
20170251974 Shreim et al. Sep 2017 A1
20170251975 Shreim et al. Sep 2017 A1
20170252513 Buck, Jr. et al. Sep 2017 A1
20170255185 Hinshaw Sep 2017 A1
20170255262 Liu Sep 2017 A1
20170256000 Isaacson et al. Sep 2017 A1
20170256001 Isaacson et al. Sep 2017 A1
20170256003 Isaacson et al. Sep 2017 A1
20170257162 Panther et al. Sep 2017 A1
20170258389 Howard Sep 2017 A1
20170258585 Marquez et al. Sep 2017 A1
20170259072 Newham et al. Sep 2017 A1
20170262015 Li et al. Sep 2017 A1
20170262604 Francois Sep 2017 A1
20170262862 Aljawhari Sep 2017 A1
20170264338 Yun et al. Sep 2017 A1
20170264693 Xue et al. Sep 2017 A1
20170265578 Schneider Sep 2017 A1
20170265580 Schneider et al. Sep 2017 A1
20170265581 Chang Sep 2017 A1
20170265582 Walker et al. Sep 2017 A1
20170265583 Schneider et al. Sep 2017 A1
20170265584 Walker et al. Sep 2017 A1
20170265586 Schneider et al. Sep 2017 A1
20170265587 Walker et al. Sep 2017 A1
20170265588 Walker et al. Sep 2017 A1
20170265589 Walker et al. Sep 2017 A1
20170265591 Schneider Sep 2017 A1
20170265592 Schneider et al. Sep 2017 A1
20170265594 Walker et al. Sep 2017 A1
20170265769 Quinlan et al. Sep 2017 A1
20170265770 Quinlan et al. Sep 2017 A1
20170266533 Dalebout et al. Sep 2017 A1
20170270224 Singh et al. Sep 2017 A1
20170270721 Graafstra Sep 2017 A1
20170270765 Roberts et al. Sep 2017 A1
20170272008 Schneider Sep 2017 A1
20170272316 Johnson et al. Sep 2017 A1
20170272842 Touma et al. Sep 2017 A1
20170273599 Reese et al. Sep 2017 A1
20170273606 Estes et al. Sep 2017 A1
20170273629 Yu et al. Sep 2017 A1
20170274267 Blahnik Sep 2017 A1
20170281020 Mulligan et al. Oct 2017 A1
20170281867 Parikh et al. Oct 2017 A1
20170281927 Orinski Oct 2017 A1
20170281928 Orinski Oct 2017 A1
20170281957 Howard Oct 2017 A1
20170282011 Jang et al. Oct 2017 A1
20170283845 Holmes et al. Oct 2017 A1
20170284875 Walker Oct 2017 A1
20170290513 O'Reilly et al. Oct 2017 A1
20170290528 Ternes et al. Oct 2017 A1
20170290937 Dobrinsky et al. Oct 2017 A1
20170290980 Friedli et al. Oct 2017 A1
20170293266 Ji Oct 2017 A1
20170295889 Beers Oct 2017 A1
20170296052 Behar et al. Oct 2017 A1
20170296076 Mahajan et al. Oct 2017 A1
20170296107 Reid et al. Oct 2017 A1
20170296139 Giaya et al. Oct 2017 A1
20170296813 Sharma et al. Oct 2017 A1
20170296814 Sharma et al. Oct 2017 A1
20170296834 Kothandaraman et al. Oct 2017 A1
20170300653 Hresko et al. Oct 2017 A1
20170300741 Seuss et al. Oct 2017 A1
20170300905 Withrow et al. Oct 2017 A1
20170300910 Bethke et al. Oct 2017 A1
20170300946 Wilkinson et al. Oct 2017 A1
20170301214 Chen et al. Oct 2017 A1
20170303784 Huiku Oct 2017 A1
20170303786 Mullin et al. Oct 2017 A1
20170303827 Giedwoyn et al. Oct 2017 A1
20170304635 Aghassian Oct 2017 A1
20170306539 Gladish et al. Oct 2017 A1
20170308044 Ellis Oct 2017 A1
20170308066 Farren et al. Oct 2017 A1
20170308663 Moya et al. Oct 2017 A1
20170308945 Loveder et al. Oct 2017 A1
20170311878 Wu et al. Nov 2017 A1
20170311897 Faccioli et al. Nov 2017 A1
20170311902 Ferber et al. Nov 2017 A1
20170312161 Johnson et al. Nov 2017 A1
20170312165 Johnson et al. Nov 2017 A1
20170312530 Schilling et al. Nov 2017 A1
20170312612 Bleich et al. Nov 2017 A1
20170312746 Holmes et al. Nov 2017 A1
20170316182 Blackadar et al. Nov 2017 A1
20170316487 Mazed Nov 2017 A1
20170319119 Krasnow et al. Nov 2017 A1
20170319122 Wild et al. Nov 2017 A1
20170319123 Voss et al. Nov 2017 A1
20170319849 Su et al. Nov 2017 A1
20170324437 Ruttler et al. Nov 2017 A1
20170325056 Mehta et al. Nov 2017 A1
20170325524 Hyde et al. Nov 2017 A1
20170325525 Hyde et al. Nov 2017 A1
20170325727 Buza Nov 2017 A1
20170325736 Cantwell et al. Nov 2017 A1
20170326013 Hyde et al. Nov 2017 A1
20170330257 Collier et al. Nov 2017 A1
20170330447 Mehta et al. Nov 2017 A1
20170332733 Cluckers et al. Nov 2017 A1
20170332980 Fifield et al. Nov 2017 A1
20170333080 Roschak et al. Nov 2017 A1
20170333752 Korkala et al. Nov 2017 A1
20170336781 Livaccari et al. Nov 2017 A1
20170340049 Rice et al. Nov 2017 A1
20170340260 Chowdhury et al. Nov 2017 A1
20170340277 Berner, Jr. et al. Nov 2017 A1
20170340872 Hanson et al. Nov 2017 A1
20170340920 Posio et al. Nov 2017 A1
20170344736 Lane Nov 2017 A1
20170345105 Isaacson et al. Nov 2017 A1
20170347895 Wei et al. Dec 2017 A1
20170348146 Drnek et al. Dec 2017 A1
20170350878 Holmes et al. Dec 2017 A1
20170351891 Ackley et al. Dec 2017 A1
20170354351 Krans et al. Dec 2017 A1
20170354365 Zhou Dec 2017 A1
20170354547 Abir Dec 2017 A1
20170354795 Blahnik et al. Dec 2017 A1
20170356770 Bhatt et al. Dec 2017 A1
20170357217 Raymann et al. Dec 2017 A1
20170357419 Raymann et al. Dec 2017 A1
20170358041 Forbes, Jr. et al. Dec 2017 A1
20170358239 Arney et al. Dec 2017 A1
20170358240 Blahnik et al. Dec 2017 A1
20170358242 Thompson et al. Dec 2017 A1
20170360320 Sarkar et al. Dec 2017 A1
20170361092 Sharma et al. Dec 2017 A1
20170361162 Bailly et al. Dec 2017 A1
20170363440 Ahmed et al. Dec 2017 A1
20170364860 Wilkinson et al. Dec 2017 A1
20170365101 Samec et al. Dec 2017 A1
20170366233 Hviid et al. Dec 2017 A1
20170367576 Sanyal et al. Dec 2017 A1
20170367585 Islam Dec 2017 A1
20170367599 Sanyal et al. Dec 2017 A1
20170368158 Vescovi et al. Dec 2017 A1
20170372009 Sanyal et al. Dec 2017 A1
20170372026 Sanyal et al. Dec 2017 A1
20170372216 Awiszus et al. Dec 2017 A1
20170373849 Donner et al. Dec 2017 A1
20170374436 Awiszus et al. Dec 2017 A1
20180000336 Gilad-Gilor et al. Jan 2018 A1
20180000345 Soro et al. Jan 2018 A1
20180000347 Perez et al. Jan 2018 A1
20180000414 Lowet et al. Jan 2018 A1
20180001005 Casas Jan 2018 A1
20180001018 Burke et al. Jan 2018 A1
20180001023 Gerber et al. Jan 2018 A1
20180001083 Finch et al. Jan 2018 A9
20180001184 Tran et al. Jan 2018 A1
20180006990 Munemann Jan 2018 A1
20180007467 Goran et al. Jan 2018 A1
20180008003 Davis et al. Jan 2018 A1
20180008005 Compton et al. Jan 2018 A1
20180008151 Maertz Jan 2018 A1
20180008185 Ramu et al. Jan 2018 A1
20180008191 Cronin et al. Jan 2018 A1
20180008193 Takahashi et al. Jan 2018 A1
20180008206 Stahmann et al. Jan 2018 A1
20180008831 An et al. Jan 2018 A1
20180012311 Small et al. Jan 2018 A1
20180012469 Tofighbakhsh Jan 2018 A1
20180013815 Gold Jan 2018 A1
20180019984 Isaacson et al. Jan 2018 A1
20180020764 Walker Jan 2018 A1
20180021235 Christiano et al. Jan 2018 A1
20180021498 Yomtov et al. Jan 2018 A1
20180021510 Burke et al. Jan 2018 A1
20180021564 Goodall et al. Jan 2018 A1
20180021589 Wu et al. Jan 2018 A1
20180027347 Osborne et al. Jan 2018 A1
20180028106 Leschinsky Feb 2018 A1
20180028114 Cronin Feb 2018 A1
20180028122 Golda et al. Feb 2018 A1
20180028275 Bradley et al. Feb 2018 A1
20180028809 Ziv Feb 2018 A1
20180028827 Schilling et al. Feb 2018 A1
20180035898 Gunderson Feb 2018 A1
20180035920 Gunderson et al. Feb 2018 A1
20180035951 Li Feb 2018 A1
20180035982 Tholen et al. Feb 2018 A1
20180036053 Toscano et al. Feb 2018 A1
20180036115 Smirnov Feb 2018 A1
20180036147 Gregg et al. Feb 2018 A1
20180039512 Almasan et al. Feb 2018 A1
20180040258 Kouache Feb 2018 A1
20180041345 Maim Feb 2018 A1
20180042526 Hong et al. Feb 2018 A1
20180042809 Zipper Feb 2018 A1
20180043095 Finan et al. Feb 2018 A1
20180043096 Dobbles et al. Feb 2018 A1
20180043173 Hellman et al. Feb 2018 A1
20180045745 Holmes et al. Feb 2018 A1
20180047074 Cronin et al. Feb 2018 A1
20180049251 Hellman et al. Feb 2018 A1
20180049675 Kerber Feb 2018 A1
20180050189 Rump et al. Feb 2018 A1
20180050214 Rump Feb 2018 A1
20180055373 Kraiter et al. Mar 2018 A1
20180055376 Yuen et al. Mar 2018 A1
20180055382 Woodward et al. Mar 2018 A1
20180055386 Zielinski et al. Mar 2018 A1
20180055500 Scott et al. Mar 2018 A1
20180056071 Swanson et al. Mar 2018 A1
20180059126 Jones et al. Mar 2018 A1
20180060449 Cronin et al. Mar 2018 A1
20180060520 Degen et al. Mar 2018 A1
20180064209 Hamill Mar 2018 A1
20180067516 Longinotti-Buitoni et al. Mar 2018 A1
20180069899 Lang et al. Mar 2018 A1
20180070877 Tian Mar 2018 A1
20180071789 Kingston et al. Mar 2018 A1
20180072415 Cantrell et al. Mar 2018 A1
20180072416 Cantrell et al. Mar 2018 A1
20180074481 Kingston et al. Mar 2018 A1
20180074488 Cantrell et al. Mar 2018 A1
20180074521 Cantrell et al. Mar 2018 A1
20180074522 Cantrell et al. Mar 2018 A1
20180074523 Cantrell et al. Mar 2018 A1
20180075386 Kingston et al. Mar 2018 A1
20180075406 Kingston et al. Mar 2018 A1
20180075716 Mirov et al. Mar 2018 A1
20180075724 Steiner et al. Mar 2018 A1
20180077975 Ellis Mar 2018 A1
20180078754 Perez et al. Mar 2018 A1
20180078777 Wu et al. Mar 2018 A1
20180078843 Tran et al. Mar 2018 A1
20180081787 Riddick et al. Mar 2018 A1
20180081955 Gupta et al. Mar 2018 A1
20180082043 Witchey et al. Mar 2018 A1
20180082295 Boucard Mar 2018 A1
20180083786 Dierks et al. Mar 2018 A1
20180085011 Ma et al. Mar 2018 A1
20180085021 Chakravarthy et al. Mar 2018 A1
20180085038 Chen et al. Mar 2018 A1
20180085040 Ferber et al. Mar 2018 A1
20180085572 Stanslaski et al. Mar 2018 A1
20180085576 Sharma et al. Mar 2018 A1
20180085580 Perez et al. Mar 2018 A1
20180085585 Stanslaski et al. Mar 2018 A1
20180085586 Stanslaski et al. Mar 2018 A1
20180085592 Yoder et al. Mar 2018 A1
20180089394 Hyde et al. Mar 2018 A1
20180089627 Liss Mar 2018 A1
20180089641 Chan et al. Mar 2018 A1
20180089669 Singh Mar 2018 A1
20180090229 Sanyal et al. Mar 2018 A1
20180092551 Yuen et al. Apr 2018 A1
20180092554 Zhang et al. Apr 2018 A1
20180092573 Datta et al. Apr 2018 A1
20180092577 Kane et al. Apr 2018 A1
20180094953 Colson et al. Apr 2018 A1
20180094991 McMillen et al. Apr 2018 A1
20180096121 Goeringer et al. Apr 2018 A1
20180096175 Schmeling et al. Apr 2018 A1
20180101138 Raymann et al. Apr 2018 A1
20180101655 Fogelberg et al. Apr 2018 A1
20180103724 Ho Apr 2018 A1
20180103863 Hu et al. Apr 2018 A1
20180103874 Lee et al. Apr 2018 A1
20180103879 Masciotti et al. Apr 2018 A1
20180103883 Darty et al. Apr 2018 A1
20180104407 Dacey, Jr. et al. Apr 2018 A1
20180108024 Greco et al. Apr 2018 A1
20180108440 Stevens et al. Apr 2018 A1
20180110294 Schneider et al. Apr 2018 A1
20180114124 Cronn et al. Apr 2018 A1
20180115600 Almasan et al. Apr 2018 A1
20180116334 Andon et al. May 2018 A1
20180116536 Katra et al. May 2018 A1
20180116723 Hettrick et al. May 2018 A1
20180117346 Hellman et al. May 2018 A1
20180117446 Tran et al. May 2018 A1
20180117447 Tran et al. May 2018 A1
20180120225 Ditterich May 2018 A1
20180122211 Asano May 2018 A1
20180123804 Smith et al. May 2018 A1
20180124478 Case, Jr. May 2018 A1
20180125163 Bertagna et al. May 2018 A1
20180125689 Perez et al. May 2018 A1
20180126053 Zilbershlag May 2018 A1
20180126133 Cully et al. May 2018 A1
20180126172 Sarkar et al. May 2018 A1
20180126222 Duale et al. May 2018 A1
20180130034 Taylor et al. May 2018 A1
20180130050 Taylor et al. May 2018 A1
20180130158 Atkinson et al. May 2018 A1
20180131765 Puleston et al. May 2018 A1
20180132032 Boesen et al. May 2018 A1
20180132568 Kim et al. May 2018 A1
20180132697 Desu-Kalyanam May 2018 A1
20180132758 Benford May 2018 A1
20180132778 Dugan May 2018 A1
20180133583 Tran et al. May 2018 A1
20180136486 Macnamara et al. May 2018 A1
20180136633 Small et al. May 2018 A1
20180137461 Wilkinson et al. May 2018 A1
20180137506 Kcl et al. May 2018 A1
20180137512 Georgiadis et al. May 2018 A1
20180138022 Lam et al. May 2018 A1
20180139057 Truu et al. May 2018 A1
20180139518 Touma et al. May 2018 A1
20180139799 Hellman et al. May 2018 A1
20180140191 Samuelsson et al. May 2018 A1
20180140198 Islam May 2018 A1
20180140835 Sharma May 2018 A1
20180144298 Rankin May 2018 A1
20180144342 Borandi May 2018 A1
20180146738 Folske et al. May 2018 A1
20180147024 Kall et al. May 2018 A1
20180147333 Rudser May 2018 A1
20180147349 Finan et al. May 2018 A1
20180147413 Ter-Petrosyan et al. May 2018 A1
20180147449 Duale et al. May 2018 A1
20180150816 Liu et al. May 2018 A1
20180152972 Wu et al. May 2018 A1
20180153404 Pekander Jun 2018 A1
20180153475 Massey et al. Jun 2018 A1
20180154075 Jho et al. Jun 2018 A1
20180156660 Turgeon et al. Jun 2018 A1
20180158036 Zhou et al. Jun 2018 A1
20180158266 Zizi et al. Jun 2018 A1
20180160985 Willis Jun 2018 A1
20180162186 Anderson et al. Jun 2018 A1
20180165738 Chilukuri et al. Jun 2018 A1
20180167394 High et al. Jun 2018 A1
20180168273 Case, Jr. Jun 2018 A1
20180168460 Morris et al. Jun 2018 A1
20180168461 Morris et al. Jun 2018 A1
20180168463 Morris et al. Jun 2018 A1
20180168811 Ranganathan et al. Jun 2018 A1
20180168905 Goodall et al. Jun 2018 A1
20180169411 Goodall et al. Jun 2018 A1
20180169412 Goodall et al. Jun 2018 A1
20180169421 Chen et al. Jun 2018 A1
20180169474 Reddy Jun 2018 A1
20180173405 Pereira et al. Jun 2018 A1
20180173906 Rodriguez et al. Jun 2018 A1
20180174097 Liu et al. Jun 2018 A1
20180174188 Wilkinson et al. Jun 2018 A1
20180174686 Zaphrir et al. Jun 2018 A1
20180176017 Rodriguez et al. Jun 2018 A1
20180177397 Kall et al. Jun 2018 A1
20180177459 Eletr et al. Jun 2018 A1
20180177963 Wang et al. Jun 2018 A1
20180181806 Chandrashekar et al. Jun 2018 A1
20180181909 Wilkinson et al. Jun 2018 A1
20180181964 Zagarese et al. Jun 2018 A1
20180182140 Biradar et al. Jun 2018 A1
20180182489 Harma et al. Jun 2018 A1
20180183796 Smith et al. Jun 2018 A1
20180184735 Longinotti-Buitoni et al. Jul 2018 A1
20180184751 Molyneux et al. Jul 2018 A1
20180184901 Akmandor et al. Jul 2018 A1
20180184914 Goering et al. Jul 2018 A1
20180184944 Bodewes et al. Jul 2018 A1
20180188704 Cella et al. Jul 2018 A1
20180188714 Cella et al. Jul 2018 A1
20180188715 Cella et al. Jul 2018 A1
20180189452 Serhani et al. Jul 2018 A1
20180189528 Hanis et al. Jul 2018 A1
20180189854 Gabriele et al. Jul 2018 A1
20180191503 Alwar et al. Jul 2018 A1
20180191693 Juels Jul 2018 A1
20180192900 Wei Jul 2018 A1
20180192952 Rogers et al. Jul 2018 A1
20180192953 Shreim et al. Jul 2018 A1
20180198617 Drouin et al. Jul 2018 A1
20180198785 Zizi et al. Jul 2018 A1
20180198876 Ma et al. Jul 2018 A1
20180199657 Kikukawa Jul 2018 A1
20180199671 Schneider et al. Jul 2018 A1
20180199673 Schneider et al. Jul 2018 A1
20180199674 Walker et al. Jul 2018 A1
20180200003 Olson Jul 2018 A1
20180200185 Labib et al. Jul 2018 A1
20180203755 Das et al. Jul 2018 A1
20180203882 Hilsdale et al. Jul 2018 A1
20180204034 Tonnelier Jul 2018 A1
20180204111 Zadeh et al. Jul 2018 A1
20180206586 Akay et al. Jul 2018 A1
20180206747 Rinderknecht et al. Jul 2018 A1
20180207429 Reinke et al. Jul 2018 A1
20180210425 Cella et al. Jul 2018 A1
20180210426 Cella et al. Jul 2018 A1
20180210427 Cella et al. Jul 2018 A1
20180211213 Vivier Jul 2018 A1
20180211673 Sharma et al. Jul 2018 A1
20180211718 Heath Jul 2018 A1
20180213583 Al-Ali Jul 2018 A1
20180213879 Campbell Aug 2018 A1
20180214025 Homyk et al. Aug 2018 A1
20180214026 Goodall et al. Aug 2018 A1
20180214066 Goodall et al. Aug 2018 A1
20180214080 Peeters et al. Aug 2018 A1
20180214690 Hodgson-Zingman et al. Aug 2018 A1
20180214694 Parramon Aug 2018 A1
20180218003 Banga et al. Aug 2018 A1
20180218354 Kumar et al. Aug 2018 A1
20180219334 Kahlman Aug 2018 A1
20180221645 Medema et al. Aug 2018 A1
20180221663 Saini Aug 2018 A1
20180225419 Anthony et al. Aug 2018 A9
20180225649 Babar et al. Aug 2018 A1
20180227354 Gold Aug 2018 A1
20180228401 Schwartz et al. Aug 2018 A1
20180228434 Dwarika et al. Aug 2018 A1
20180228438 Kaskoun et al. Aug 2018 A1
20180229674 Heinrich et al. Aug 2018 A1
20180231393 Czaja et al. Aug 2018 A1
20180232693 Gillen et al. Aug 2018 A1
20180232730 Harbour et al. Aug 2018 A1
20180232817 Isaacson et al. Aug 2018 A1
20180233016 Daniel et al. Aug 2018 A1
20180233028 Rhoads et al. Aug 2018 A1
20180235537 Whiting et al. Aug 2018 A1
20180238734 Hotelling et al. Aug 2018 A1
20180240176 Cronin et al. Aug 2018 A1
20180240357 Trench Roca Aug 2018 A1
20180241564 Peterson Aug 2018 A1
20180242691 Bohnsack et al. Aug 2018 A1
20180242864 Hu et al. Aug 2018 A1
20180242891 Bernstein et al. Aug 2018 A1
20180242921 Muhsin et al. Aug 2018 A1
20180242926 Muhsin et al. Aug 2018 A1
20180243528 Zapol et al. Aug 2018 A1
20180243541 Kapur et al. Aug 2018 A1
20180243567 St. Martin et al. Aug 2018 A1
20180243573 Yoder et al. Aug 2018 A1
20180243577 Kivi et al. Aug 2018 A1
20180247712 Muhsin et al. Aug 2018 A1
20180249919 Pont et al. Sep 2018 A1
20180250574 Bleich et al. Sep 2018 A1
20180253073 Cella et al. Sep 2018 A1
20180253074 Cella et al. Sep 2018 A1
20180253075 Cella et al. Sep 2018 A1
20180253430 Grigorescu et al. Sep 2018 A1
20180253805 Kelly et al. Sep 2018 A1
20180255374 Cella et al. Sep 2018 A1
20180255375 Cella et al. Sep 2018 A1
20180255376 Cella et al. Sep 2018 A1
20180255377 Cella et al. Sep 2018 A1
20180255378 Cella et al. Sep 2018 A1
20180255379 Cella et al. Sep 2018 A1
20180255380 Cella et al. Sep 2018 A1
20180255381 Cella et al. Sep 2018 A1
20180255382 Cella et al. Sep 2018 A1
20180255383 Cella et al. Sep 2018 A1
20180256076 Friedman et al. Sep 2018 A1
20180256096 Galeev et al. Sep 2018 A1
20180257306 Mattingly et al. Sep 2018 A1
20180259976 Williams et al. Sep 2018 A1
20180260530 Kall et al. Sep 2018 A1
20180261066 Treacy et al. Sep 2018 A1
20180261307 Couse et al. Sep 2018 A1
20180262493 Andrade Sep 2018 A1
20180263564 Avril Sep 2018 A1
20180264347 Tran et al. Sep 2018 A1
20180268237 Stanimirovic et al. Sep 2018 A1
20180268360 Millhouse et al. Sep 2018 A1
20180268418 Tanksali Sep 2018 A1
20180268479 Dowling et al. Sep 2018 A1
20180268483 Jayaram et al. Sep 2018 A1
20180270549 Awiszus et al. Sep 2018 A1
20180271181 Ellis Sep 2018 A1
20180271211 Perrault et al. Sep 2018 A1
20180271213 Perrault et al. Sep 2018 A1
20180274996 Rice et al. Sep 2018 A1
20180279713 Beers et al. Oct 2018 A1
20180279901 Gaudet et al. Oct 2018 A1
20180279952 Orron et al. Oct 2018 A1
20180279965 Pandit et al. Oct 2018 A1
20180280177 Longley et al. Oct 2018 A1
20180280694 Mashiach et al. Oct 2018 A1
20180284093 Brown et al. Oct 2018 A1
20180284735 Cella et al. Oct 2018 A1
20180284736 Cella et al. Oct 2018 A1
20180284737 Cella et al. Oct 2018 A1
20180284741 Cella et al. Oct 2018 A1
20180284742 Cella et al. Oct 2018 A1
20180284743 Cella et al. Oct 2018 A1
20180284744 Cella et al. Oct 2018 A1
20180284745 Cella et al. Oct 2018 A1
20180284746 Cella et al. Oct 2018 A1
20180284747 Cella et al. Oct 2018 A1
20180284749 Cella et al. Oct 2018 A1
20180284752 Cella et al. Oct 2018 A1
20180284753 Cella et al. Oct 2018 A1
20180284754 Cella et al. Oct 2018 A1
20180284755 Cella et al. Oct 2018 A1
20180284756 Cella et al. Oct 2018 A1
20180284757 Cella et al. Oct 2018 A1
20180284758 Cella et al. Oct 2018 A1
20180285709 Braunstein Oct 2018 A1
20180289166 Andon et al. Oct 2018 A1
20180289275 Krusor et al. Oct 2018 A1
20180289310 Girouard et al. Oct 2018 A1
20180289975 Kavounas Oct 2018 A1
20180289976 Chapman et al. Oct 2018 A1
20180292794 Ellis Oct 2018 A1
20180293430 Datta et al. Oct 2018 A1
20180293577 Kim et al. Oct 2018 A1
20180295667 Hellman et al. Oct 2018 A1
20180295895 Donohoe et al. Oct 2018 A1
20180295933 Davis et al. Oct 2018 A1
20180296097 Islam Oct 2018 A1
20180296098 Islam Oct 2018 A1
20180296136 Foxlin et al. Oct 2018 A1
20180296142 Stahl Oct 2018 A1
20180296157 Bleich et al. Oct 2018 A1
20180296161 Shreim et al. Oct 2018 A1
20180296847 Kaib et al. Oct 2018 A1
20180299878 Cella et al. Oct 2018 A1
20180300772 Bushong, Jr. Oct 2018 A1
20180300919 Muhsin et al. Oct 2018 A1
20180301211 Pappas et al. Oct 2018 A1
20180303343 Dubin et al. Oct 2018 A1
20180303356 Galeev et al. Oct 2018 A1
20180303357 Galeev et al. Oct 2018 A1
20180303396 Wild et al. Oct 2018 A1
20180304149 Galasso et al. Oct 2018 A1
20180307185 Raymann et al. Oct 2018 A1
20180307854 Bernau et al. Oct 2018 A1
20180307859 LaFever et al. Oct 2018 A1
20180307959 Pigott et al. Oct 2018 A1
20180310327 Aarnio et al. Oct 2018 A1
20180310670 Rovekamp, Jr. et al. Nov 2018 A1
20180310824 Windolf Nov 2018 A1
20180310877 Zuckerman Stark et al. Nov 2018 A1
20180310892 Perschbacher et al. Nov 2018 A1
20180310964 Stevenson et al. Nov 2018 A1
20180314801 Janssen Nov 2018 A1
20180314868 Raynesford Nov 2018 A1
20180315141 Hunn et al. Nov 2018 A1
20180315285 Janssen Nov 2018 A1
20180317808 Wang et al. Nov 2018 A1
20180317826 Muhsin et al. Nov 2018 A1
20180321666 Cella et al. Nov 2018 A1
20180321667 Cella et al. Nov 2018 A1
20180321672 Cella et al. Nov 2018 A1
20180322164 Dasari et al. Nov 2018 A1
20180322445 Sayles et al. Nov 2018 A1
20180324407 Peeters et al. Nov 2018 A1
20180325207 Krasnow Nov 2018 A1
20180325385 Deterding et al. Nov 2018 A1
20180325435 Mistrorigo De Almeida Nov 2018 A1
20180325460 Wegerich Nov 2018 A1
20180326142 Perng et al. Nov 2018 A1
20180326286 Rathi et al. Nov 2018 A1
20180326291 Tran et al. Nov 2018 A1
20180329518 Myers et al. Nov 2018 A1
20180330369 Warner Nov 2018 A1
20180332383 Boesen et al. Nov 2018 A1
20180333051 Patrick-Cary Nov 2018 A1
20180333107 Garcia Sada et al. Nov 2018 A1
20180333535 Ruchti et al. Nov 2018 A1
20180333585 Gaddam et al. Nov 2018 A1
20180333586 Wasson et al. Nov 2018 A1
20180336515 Mehring et al. Nov 2018 A1
20180338560 Molyneux et al. Nov 2018 A1
20180338576 Meschter et al. Nov 2018 A1
20180339445 Loveder Nov 2018 A1
20180343977 Riccomini et al. Dec 2018 A1
20180343978 Stillman et al. Dec 2018 A1
20180343981 Hanft Dec 2018 A1
20180344220 Hayter et al. Dec 2018 A1
20180344252 An et al. Dec 2018 A1
20180344255 Orron et al. Dec 2018 A1
20180345006 Ambrose Dec 2018 A1
20180348048 Fei Dec 2018 A1
20180349893 Tsai Dec 2018 A1
20180350465 Corey et al. Dec 2018 A1
20180350468 Friedman et al. Dec 2018 A1
20180352534 Blahnik et al. Dec 2018 A1
20180353086 Turner et al. Dec 2018 A1
20180353111 Buxton et al. Dec 2018 A1
20180353139 Speier et al. Dec 2018 A1
20180353219 Beyar et al. Dec 2018 A1
20180357603 Wilkinson et al. Dec 2018 A1
20180357725 Roth et al. Dec 2018 A1
20180358117 Neagle Dec 2018 A1
20180360355 Chavan et al. Dec 2018 A1
20180361221 Czaja et al. Dec 2018 A1
20180365633 Hanis et al. Dec 2018 A1
20180368701 Vule et al. Dec 2018 A1
20180368780 Bruno et al. Dec 2018 A1
20180369065 Siedenburg et al. Dec 2018 A1
20180369437 Grossman et al. Dec 2018 A1
20180369438 Grossman et al. Dec 2018 A1
20180372720 Wildburger et al. Dec 2018 A1
20180374037 Nazzari et al. Dec 2018 A1
20180375750 Moeller Dec 2018 A1
20180375983 Bai Dec 2018 A1
20180376336 Turner et al. Dec 2018 A1
20180376586 Longinotti-Buitoni et al. Dec 2018 A1
20190000317 Muhsin et al. Jan 2019 A1
20190000400 Liu et al. Jan 2019 A1
20190000656 Pool et al. Jan 2019 A1
20190001128 Goodall et al. Jan 2019 A1
20190005507 Rodoni et al. Jan 2019 A1
20190005566 Black Jan 2019 A1
20190007381 Isaacson et al. Jan 2019 A1
20190007927 Blahnik et al. Jan 2019 A1
20190008117 Dijkstra et al. Jan 2019 A1
20190008384 Brisben et al. Jan 2019 A1
20190008461 Gupta et al. Jan 2019 A1
20190009019 Shor et al. Jan 2019 A1
20190012608 Teixeira Jan 2019 A1
20190012637 Gillen Jan 2019 A1
20190013090 Chait et al. Jan 2019 A1
20190015048 Baker Jan 2019 A1
20190019144 Gillen Jan 2019 A1
20190019171 Silvestre Jan 2019 A1
20190019573 Lake et al. Jan 2019 A1
20190025805 Cella et al. Jan 2019 A1
20190025806 Cella et al. Jan 2019 A1
20190025812 Cella et al. Jan 2019 A1
20190025813 Cella et al. Jan 2019 A1
20190026690 Wappler et al. Jan 2019 A1
20190028662 Kulcke et al. Jan 2019 A1
20190029598 LeBoeuf et al. Jan 2019 A1
20190029599 Golda et al. Jan 2019 A1
20190030350 Finch et al. Jan 2019 A1
20190033845 Cella et al. Jan 2019 A1
20190033846 Cella et al. Jan 2019 A1
20190033847 Cella et al. Jan 2019 A1
20190033848 Cella et al. Jan 2019 A1
20190033849 Cella et al. Jan 2019 A1
20190034536 Papp et al. Jan 2019 A1
20190034605 Wang et al. Jan 2019 A1
20190034808 Palanichamy Jan 2019 A1
20190034888 Grassadonia et al. Jan 2019 A1
20190034889 Brock et al. Jan 2019 A1
20190034923 Greco et al. Jan 2019 A1
20190035499 Daya Jan 2019 A1
20190036886 Wu et al. Jan 2019 A1
20190036887 Miller Jan 2019 A1
20190037960 Busbee Feb 2019 A1
20190037961 Busbee et al. Feb 2019 A1
20190037969 Busbee et al. Feb 2019 A1
20190038149 Gopalakrishnan et al. Feb 2019 A1
20190038214 Mikhail et al. Feb 2019 A1
20190038496 Levesque et al. Feb 2019 A1
20190038791 Gerrans et al. Feb 2019 A1
20190038831 Dacey, Jr. et al. Feb 2019 A1
20190038902 Kaemmerer et al. Feb 2019 A1
20190039311 Busbee et al. Feb 2019 A1
20190041835 Cella et al. Feb 2019 A1
20190041836 Cella et al. Feb 2019 A1
20190041840 Cella et al. Feb 2019 A1
20190041841 Cella et al. Feb 2019 A1
20190041842 Cella et al. Feb 2019 A1
20190041843 Cella et al. Feb 2019 A1
20190041844 Cella et al. Feb 2019 A1
20190041845 Cella et al. Feb 2019 A1
20190041846 Cella et al. Feb 2019 A1
20190043008 Vivier Feb 2019 A1
20190043010 Smith et al. Feb 2019 A1
20190044736 Vandervort Feb 2019 A1
20190045877 Beers et al. Feb 2019 A9
20190046038 Weinstein et al. Feb 2019 A1
20190046794 Goodall et al. Feb 2019 A1
20190046863 Eurlings et al. Feb 2019 A1
20190049931 Tschirschnitz et al. Feb 2019 A1
20190050888 Elder et al. Feb 2019 A1
20190052111 Wu et al. Feb 2019 A1
20190053470 Singh et al. Feb 2019 A1
20190053572 Patton Feb 2019 A1
20190053712 Rogers et al. Feb 2019 A1
20190053758 Biederman et al. Feb 2019 A1
20190053915 Macke et al. Feb 2019 A1
20190054284 Smith et al. Feb 2019 A1
20190056726 Weldemariam et al. Feb 2019 A1
20190057454 Komenda et al. Feb 2019 A1
20190059742 Mudge et al. Feb 2019 A1
20190059757 Balda et al. Feb 2019 A1
20190059826 Hampapuram et al. Feb 2019 A1
20190060644 Finch et al. Feb 2019 A1
20190061772 Prinz Feb 2019 A1
20190064344 Turner Feb 2019 A1
20190064791 Cella et al. Feb 2019 A1
20190064792 Cella et al. Feb 2019 A1
20190065733 Forehand Feb 2019 A1
20190066063 Jessamine Feb 2019 A1
20190068249 Hviid et al. Feb 2019 A1
20190069815 Burnes et al. Mar 2019 A1
20190070350 Yomtov et al. Mar 2019 A1
20190072917 Zeltzer Mar 2019 A1
20190072922 Cella et al. Mar 2019 A1
20190072923 Cella et al. Mar 2019 A1
20190072924 Cella et al. Mar 2019 A1
20190072925 Cella et al. Mar 2019 A1
20190072926 Cella et al. Mar 2019 A1
20190072928 Cella et al. Mar 2019 A1
20190073042 Thapliyal Mar 2019 A1
20190073333 Joshua et al. Mar 2019 A1
20190073894 Mehta et al. Mar 2019 A1
20190076033 Sweeney et al. Mar 2019 A1
20190076066 Ajemba et al. Mar 2019 A1
20190076067 Ajemba et al. Mar 2019 A1
20190076070 Nogueira et al. Mar 2019 A1
20190076600 Grosman et al. Mar 2019 A1
20190076643 Siegle et al. Mar 2019 A1
20190077003 Lennings et al. Mar 2019 A1
20190080791 Wolf et al. Mar 2019 A1
20190082773 Rushbrook et al. Mar 2019 A1
20190082985 Hong et al. Mar 2019 A1
20190083039 Shute et al. Mar 2019 A1
20190083355 Zipper Mar 2019 A1
20190083784 Raghunathan Mar 2019 A1
20190090585 Loveder et al. Mar 2019 A1
20190090589 Rushbrook et al. Mar 2019 A1
20190090764 Al-Ali Mar 2019 A1
20190090820 Schwenk et al. Mar 2019 A1
20190091481 Gustavson et al. Mar 2019 A1
20190094374 Graham et al. Mar 2019 A1
20190096534 Joao Mar 2019 A1
20190099009 Connor Apr 2019 A1
20190104989 Breaux et al. Apr 2019 A1
20190105505 Schneider et al. Apr 2019 A1
20190108427 Geissler et al. Apr 2019 A1
20190110755 Capodilupo et al. Apr 2019 A1
20190116896 Armour et al. Apr 2019 A1
20190116915 Andon et al. Apr 2019 A1
20190116935 Avar et al. Apr 2019 A1
20190116937 Avar et al. Apr 2019 A1
20190117068 Thomson et al. Apr 2019 A1
20190117115 Old et al. Apr 2019 A1
20190117118 Amos et al. Apr 2019 A1
20190117127 Keen et al. Apr 2019 A1
20190117966 Kent Apr 2019 A1
20190118283 Zhang et al. Apr 2019 A1
20190122523 Roberts et al. Apr 2019 A1
20190125264 Abreu Oramas May 2019 A1
20190126003 Bodansky May 2019 A1
20190126014 Kapur et al. May 2019 A1
20190130332 Janssen May 2019 A1
20190132948 Longinotti-Buitoni et al. May 2019 A1
20190133414 Barnhill et al. May 2019 A1
20190133484 Muuranto et al. May 2019 A1
20190134288 Soykan et al. May 2019 A1
20190137332 Chu et al. May 2019 A1
20190139252 Zaiss et al. May 2019 A1
20190142283 Lamego et al. May 2019 A1
20190146740 Yuen et al. May 2019 A1
20190147999 Aradottir et al. May 2019 A1
20190150748 Islam May 2019 A1
20190150791 Schwartz et al. May 2019 A1
20190150820 Lee et al. May 2019 A1
20190150834 Zuckerman-Stark et al. May 2019 A1
20190151640 Weber et al. May 2019 A1
20190154723 Kacyvenski et al. May 2019 A1
20190158472 Juels May 2019 A1
20190159529 Ellis May 2019 A1
20190159546 Cohen et al. May 2019 A1
20190159676 Murphy et al. May 2019 A1
20190159737 Buckler et al. May 2019 A1
20190160213 Wampler May 2019 A1
20190166954 Walker et al. Jun 2019 A1
20190167114 Islam Jun 2019 A1
20190167237 Stein et al. Jun 2019 A1
20190168005 Li et al. Jun 2019 A1
20190172197 Buckler et al. Jun 2019 A1
20190174007 Matsuura Jun 2019 A1
20190174863 McClain Jun 2019 A1
20190174871 Walker et al. Jun 2019 A1
20190175019 Al-Ali et al. Jun 2019 A1
20190175079 Nishida et al. Jun 2019 A1
20190175080 Varsavsky et al. Jun 2019 A1
20190175082 Varsavsky et al. Jun 2019 A1
20190175107 Lu et al. Jun 2019 A1
20190175116 Wijshoff et al. Jun 2019 A1
20190175411 Awiszus et al. Jun 2019 A1
20190175960 Awiszus et al. Jun 2019 A1
20190175961 Awiszus et al. Jun 2019 A1
20190179412 Penmatcha et al. Jun 2019 A1
20190180153 Buckler et al. Jun 2019 A1
20190180438 Buckler et al. Jun 2019 A1
20190180869 Volpe Jun 2019 A1
20190183339 Shah et al. Jun 2019 A1
20190183346 Islam Jun 2019 A1
20190184077 Novack Jun 2019 A1
20190188895 Miller et al. Jun 2019 A1
20190190862 Choudhary et al. Jun 2019 A1
20190191468 Wu et al. Jun 2019 A1
20190192009 Reifman et al. Jun 2019 A1
20190192022 Ram et al. Jun 2019 A1
20190192076 McHale et al. Jun 2019 A1
20190192080 Penders et al. Jun 2019 A1
20190192085 Menon et al. Jun 2019 A1
20190192086 Menon et al. Jun 2019 A1
20190192768 Gupta et al. Jun 2019 A1
20190197073 Liu et al. Jun 2019 A1
20190197861 Tunnell Jun 2019 A1
20190201037 Houser et al. Jul 2019 A1
20190201038 Yates et al. Jul 2019 A1
20190201039 Widenhouse et al. Jul 2019 A1
20190201040 Messerly et al. Jul 2019 A1
20190201042 Nott et al. Jul 2019 A1
20190201043 Shelton et al. Jul 2019 A1
20190201046 Shelton et al. Jul 2019 A1
20190201047 Yates et al. Jul 2019 A1
20190201075 Shelton et al. Jul 2019 A1
20190208295 Case, Jr. Jul 2019 A1
20190208865 Walker et al. Jul 2019 A1
20190209087 Berner, Jr. et al. Jul 2019 A1
20190212323 Gupta et al. Jul 2019 A1
20190213458 DeBates et al. Jul 2019 A1
20190216350 Sullivan et al. Jul 2019 A1
20190223542 Folske et al. Jul 2019 A1
20190231166 Anderson Aug 2019 A1
20190232592 Tran et al. Aug 2019 A1
20190239309 Siagian et al. Aug 2019 A1
20190244347 Buckler et al. Aug 2019 A1
20190244348 Buckler et al. Aug 2019 A1
Non-Patent Literature Citations (70)
Entry
Andrews, Earl H. “Scramjet development and testing in the United States.” AIAA paper 1927 (2001): 2001.
Anon, Unknown, “Heat sink selection”, Mechanical engineering department, San Jose State University [Jan. 27, 2010]. www.engr.sjsu.edu/ndejong/ME%20146%20files/Heat%20Sink.pptwww.engr.sjsu.edu/ndejong/ME%20146%20files/Heat%20Sink.ppt.
Azar, A, et al., 2009, “Heat sink testing methods and common oversights”, Qpedia Thermal E-Magazine, Jan. 2009 Issue. www.qats.com/cpanel/UploadedPdf/January20092.pdf.
Batten, Paul, et al. “Sub-Grid Turbulence Modeling for Unsteady Flow with Acoustic Resonance,” available at www.metacomptech.com/cfd++/00-0473.pdf, last accessed Apr. 29, 2010.
Baurle, R. A., and D. R. Eklund. “Analysis of dual-mode hydrocarbon scramjet operation at Mach 4-6.5.” Journal of Propulsion and Power 18.5 (2002): 990-1002.
Bentley, Peter J., and Jonathan P. Wakefield. “Generic evolutionary design.” Soft Computing in Engineering Design and Manufacturing. Springer London, 1998. 289-298.
Boris Yakobson, “Acoustic waves may cool microelectronics”, Nano Letters, ACS (2010).
Boudreau, Albert H. “Hypersonic air-breathing propulsion efforts in the air force research laboratory.” AIAA 3255.1 (2005):10.
Calamas, David. Thermal Transport in Systems with Hierarchical Bifurcating Geometries. Diss. The University of Alabama Tuscaloosa, 2013.
Cockrell Jr, Charles E. “Technology Roadrnap for Dual-Mode Scramjet Propulsion to Support Space-Access Vision Vehicle Development.” (2002).
Covert, Lance Nicholas. Dual-function heatsink antennas for high-density three-dimensional integration of high-power transmitters. Diss. University of Florida, 2008.
Crane, Jackson T. Radial parallel plate flow with mechanical agitation. Diss. Massachusetts Institute of Technology, 2013.
Dannelley, Daniel. Enhancement of extended surface heat transfer using fractal-like geometries. Diss. The University of Alabama Tuscaloosa, 2013.
Davidson, P. A. (2004). Turbulence: An Introduction for Scientists and Engineers. Oxford University Press. ISBN 978-0-19-852949-1; scholarpedia.org.
Donbar, J., et al. “Post-test analysis of flush-wall fuel injection experiments in a scramjet.” AIAA Paper 3197 (2001): 2001.
en.wikipedia.org/wiki/Chaos_theory.
en.wikipedia.org/wiki/Fractal.
en.wikipedia.org/wiki/Heat_sink.
en.wikipedia.org/wiki/Phonon.
Fichera, A., and A. Pagano. “Modelling and control of rectangular natural circulation loops.” International journal of heat and mass transfer 46.13 (2003): 2425-2444.
Fichera, Alberto, et al. “A modeling strategy for rectangular thermal convection loops.” World Congress. vol. 15. No. 1. 2002.
Forghan, F., Goldthwaite, D., Ulinski, M., Metghalchi, M., 2001, Experimental and Theoretical Investigation of Thermal Performance of Heat Sinks, ISME May.
Fourier, J. B., 1822, Theorie analytique de la chaleur, Paris; Freeman, A., 1955, translation, Dover Publications, Inc, NY.
Frigus Primore in “A Method for Comparing Heat Sinks Based on Reynolds Analogy,” available at www.frigprim.com/downloads/Reynolds_analogy_heatsinks.PDF, last accessed Apr. 28, 2010.
Frigus Primore, “Natural Convection and Chimneys,” available at www.frigprim.com/articels2/parallel_plchim.html, last accessed Apr. 29, 2010.
Frigus Primore, “Natural Convection and Inclined Parallel Plates,” www.frigprim.com/articels2/parallel_pl_Inc.html, last accessed Apr. 29, 2010.
G Falkovich and K.R. Sreenivasan. Lessons from hydrodynamic turbulence, Physics Today, vol. 59, No. 4, pp. 43-49 (Apr. 2006).
G. Falkovich, Scholarpedia, “Cascade and scaling”; Jin, Y.; Uth, M.-F.; Kuznetsov, A. V.; Herwig, H. (Feb. 2, 2015). “Numerical investigation of the possibility of macroscopic turbulence in porous media: a direct numerical simulation study”. Journal of Fluid Mechanics 766: 76-103. Bibcode:2015JFM . . . 766 . . . 76J. doi:10.1017/jfm.2015.9.
G. K. Batchelor, The theory of homogeneous turbulence. Cambridge University Press, 1953.
Garibaldi, Dott Ing Pietro. Single-phase natural circulation loops: effects of geometry and heat sink temperature on dynamic behavior and stability. Diss. Ph. D. Thesis, 2008.
Gruber, Mark, et al. “Newly developed direct-connect high-enthalpy supersonic combustion research facility.” Journal of Propulsion and Power 17.6 (2001): 1296-1304.
Incropera, F.P. and DeWitt, D.P., 1985, Introduction to heat transfer, John Wiley and sons, NY.
J. Cardy, G. Falkovich and K. Gawedzki (2008) Non-equilibrium statistical mechanics and turbulence. Cambridge University Press.
J. M. McDonough (2007). Introductory Lectures on Turbulence—Physics, Mathematics, and Modeling.
Jackson, K., et al. “Calibration of a newly developed direct-connect high-enthalpy supersonic combustion research facility.” AIAA paper (1998): 98-1510.
Jeggels, Y.U., Dobson, R.T., Jeggels, D.H., Comparison of the cooling performance between heat pipe and aluminium conductors for electronic equipment enclosures, Proceedings of the 14th International Heat Pipe Conference, Florianópolis, Brazil, 2007.
Kay, Ira W., W. T. Peschke, and R. N. Guile. “Hydrocarbon-fueled scramjet combustor investigation.” Journal of Propulsion and Power 8.2 (1992): 507-512.
Kolmogorov, Andrey Nikolaevich (1941). “Dissipation of Energy in the Locally Isotropic Turbulence”. Proceedings of the USSR Academy of Sciences (in Russian) 32: 16-18., translated into English by Kolmogorov, Andrey Nikolaevich (Jul. 8, 1991). Proceedings of the Royal Society A 434 (1980): 15-17. Bibcode:1991RSPSA.434 . . . 15K. doi:10.1098/rspa.1991.0076.
Kolmogorov, Andrey Nikolaevich (1941). “The local structure of turbulence in incompressible viscous fluid for very large Reynolds numbers”. Proceedings of the USSR Academy of Sciences (in Russian) 30: 299-303., translated into English by V. Levin. Kolmogorov, Andrey Nikolaevich (Jul. 8, 1991). Proceedings of the Royal Society A 434 (1991): 9-13. Bibcode:1991RSPSA.434 . . . 9K. doi:10.1098/rspa.1991.0075.
Kordyban, T., 1998, Hot air rises and heat sinks—Everything you know about cooling electronics is wrong, ASME Press, NY.
Lance Covert, Jenshan Lin, Dan Janning, Thomas Dalrymple, “5.8 GHz orientation-specific extruded-fin heatsink antennas for 3D RF system integration”, Apr. 23, 2008 DOI: 10.1002/mop.23478, Microwave and Optical Technology Letters vol. 50, Issue 7, pp. 1826-1831, Jul. 2008.
Lasance, C.J.M and Eggink, H.J., 2001, A Method to Rank Heat Sinks in Practice: The Heat Sink Performance Tester, 21st IEEE Semi-Therm Symposium.
Li, Wentao, et al. “Fractal-based thinned planar-array design utilizing iterative FFT technique.” International Journal of Antennas and Propagation 2012 (2012).
Lienard, J.H., IV & V, 2004, A Heat Transfer Textbook, Third edition, MIT.
Liu, S., et al., “Heat Transfer and Pressure Drop in Fractal Microchannel Heat Sink for Cooling of Electronic Chips,” 44 Heat Mass Transfer 221 (2007).
Liu, Y. L., X. B. Luo, and W. Liu. “Cooling behavior in a novel heat sink based on multilayer staggered honeycomb structure.” J. Energy Power Eng 4.22 (2010): e28.
Liu, Yonglu, Xiaobing Luo, and Wei Liu. “MNHMT2009-18211.” (2009).
ludens.cl/Electron/Thermal.html.
Mandelbrot, B.B. (1982). The Fractal Geometry of Nature. W.H. Freeman and Company. ISBN 0-7167-1186-9.
Mills, A.F., 1999, Heat transfer, Second edition, Prentice Hall.
NJ Ryan, DA Stone, “Application of the FD-TD method to modelling the electromagnetic radiation from heatsinks”, IEEE International Conference on Electromagnetic Compatibility, 1997. 10th (Sep. 1-3, 1997), pp. 119-124.
P. A. Durbin and B. A. Pettersson Reif. Statistical Theory and Modeling for Turbulent Flows. Johns Wiley & Sons, 2001.
Palac, Donald T., Charles J. Trefny, and Joseph M. Roche. Performance Evaluation of the NASA GTX RBCC Flowpath. National Aeronautics and Space Administration, Glenn Research Center, 2001.
Pence, D. V., 2002, “Reduced Pumping Power and Wall Temperature in Microchannel Heat Sinks with Fractal-like Branching Channel Networks”, Microscale Thermophys. Eng. 5, pp. 293-311.
Potter, C.M. and Wiggert, D.C., 2002, Mechanics of fluid, Third Edition, Brooks/Cole.
Prstic, S., Iyengar, M., and Bar-Cohen, A., 2000, Bypass effect in high performance heat sinks, Proceedings of the International Thermal Science Seminar Bled, Slovenia, Jun. 11-14.
Saint-Gobain, 2004, “Thermal management solutions for electronic equipment” Jul. 22, 2008 www.fff.saint-gobain.com/Media/Documents/S0000000000000001036/ThermaCool%20Brochure.pdf.
Sergent, J. and Krum, A., 1998, Thermal management handbook for electronic assemblies, First Edition, McGraw-Hill.
Sui, Y., Teo, C. J., Lee, P. S., Chew, Y. T., & Shu, C. (2010). Fluid flow and heat transfer in wavy microchannels. International Journal of Heat and Mass Transfer, 53(13), 2760-2772.
T. Bohr, M.H. Jensen, G. Paladin and A. Vulpiani. Dynamical Systems Approach to Turbulence, Cambridge University Press, 1998.
Tavaragiri, Abhay, Jacob Couch, and Peter Athanas. “Exploration of FPGA interconnect for the design of unconventional antennas.” Proceedings of the 19th ACM/SIGDA international symposium on Field programmable gate arrays. ACM, 2011.
Wagh, Kanchan H. “A Review on Fractal Antennas for Wireless Communication.” IJRECE 3.2 (2015): 37-41.
Wagh, Ms Kanchan, and P. T. Karule. “An Overview of Fractal Antennas for Wireless Communication.”
Wang et al., Flow and Thermal Characteristics of Offset Branching Network, Aug. 12, 2009, International Journal of Thermal Science, vol. 49, pp. 272-280 (PDF attachment).
White, F.M., 1999, Fluid mechanics, Fourth edition, McGraw-Hill International.
Y.J. Lee, “Enhanced Microchannel Heat Sinks Using Oblique Fins,” IPACK 2009-89059 (2009).
Dannelley, Daniel, “Enhancement of Extended Surface Heat Transfer Using Fractal-Like Geometries”, Ph.D. Dissertation U. Alabama 2013.
Calamas, David, “Thermal Transport in Systems With Hierarchical Bifurcating Geometries”, Ph.D. Dissertation U. Alabama 2013.
Meyer, Josua P., Van Der Vyver, Hilde, “Heat Transfer Characteristics of a Quadratic Koch Island Fractal Heat Exchanger”, Heat Transfer Engineering, 26(9):22-29, 2005, Taylor & Francis Inc., ISSN: 0145-7632 print / 1521-0537 online, DOI: 10.1080/01457630500205638.
Arovas, Daniel, “Lecture Notes on Thermodynamics and Statistical Mechanics (A Work in Progress)”, U.C. San Diego, 2013.
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