Patent Grant
9851268
The present invention relates to the field of sensors, particularly sensors that indicate local changes in conditions in or on articles, and more particularly in the field of positionable sensors that can be applied to a surface, embedded in or constructed within a device which expands or flexes under pressure. The invention also relates to flexible electrical sensors for use in various technologies including at lest medical applications to provide information or measurement on the stress, elongation, pressure, or load that is applied to or placed upon the sensor. The present invention may be used as part of a device or system to provide information or measurement of stress, elongation, pressure, or load in the expansion of the device even in medical fields. In particular, the flexible nanotube composite sensor is bonded to or molded within an expandable and/or flexible elastomeric medical device system, such as a balloon (such as those delivered through catheters), to measure the performance of the device.
A flexible element (e.g., film, coating, patch or strip) of elastomeric polymer containing from 0.02 to 8% by total weight of conductive nanotubes provides a useful piezoresistive sensor. These sensors are attached to surfaces of or molded within the expandable or flexible elastomeric device, and measurements may be taken of changes in resistivity through or across the device (e.g., by measuring low voltage current across the strip) to determine changes in dimensions, stress and pressure on the strip. By having secure attachment to the surface of the expandable device or having it molded within the expandable device, changes in the dimensions, pressure and stress on the device may be estimated with a significant degree of assurance of meaningful results.
The following definitions and descriptions are useful in understanding the scope of technology used in the practice of the present technology.
Nanocomposite Definition:
Nanomaterials that combine one or more separate components in order to obtain the best properties of each component (composite). In nanocomposite, nanoparticles (clay, metal, carbon nanotubes) act as fillers in a matrix, usually polymer matrix.
Nanomaterials Definition:
nanomaterials can be defined as materials which have structured components with at least one dimension less than 100 nm. Materials that have one dimension in the nanoscale are layers, such as a thin films or surface coatings. Some of the features on computer chips come in this category. Materials that are nanoscale in two dimensions include nanowires and nanotubes. Materials that are nanoscale in three dimensions are particles, for example precipitates, colloids and quantum dots (tiny particles of semiconductor materials). Nanocrystalline materials, made up of nanometer-sized grains, also fall into this category. Preferred dimensions for nanotubes are diameters of from 3 Angstroms, preferably at least 5 Angstroms, more preferably at least 10 Angstroms up to 100 nm, preferably up to 70 nm, more preferably up to 50 nm. Preferred ranges of diameters for nanotubes according to the present invention are from 0.5 nm to 30 nm.
Nanometer Definition:
One nanometer (nm) is equal to one-billionth of a meter, 10−9 m. Atoms are below a nanometer in size, whereas many molecules, including some proteins, range from a nanometer upwards.
Nanoparticle Definition:
Nanoparticles are particles of less than 100 nm in diameter. The preferred size range for diameters of nanotubes described above tends to be a preferred range for the largest dimension of nanoparticles also.
Nanotube Definition (Carbon Nanotubes):
Carbon nanotubes (CNTs) were discovered by Sumio Iijima in 1991. Carbon nanotubes are generally fullerene-related structures which consist of rolled graphene sheets, although multiple molecular level structures of nanotubes and variations in structure have been created and described. There are two generic types of CNT: single-walled (one tube) or multi-walled (more tubes). Both of these are typically a few nanometers in diameter and several micrometers to centimeters long.
Nanowires Definition:
Nanowires are ultrafine wires or linear arrays of dots, made from a wide range of materials, with nanodimension diameters. These are essentially extremely long nanotubes in some instances.
Elastomeric Polymers
Elastomers are usually thermoset resins (requiring crosslinking or vulcanization) but may also be thermoplastic polymers. The polymer chains are cross-linked during curing, i.e., vulcanizing. The molecular structure of elastomers can be imagined as a ‘spaghetti and meatball’ structure, with the meatballs signifying cross-links. The elasticity is derived from the ability of the long chains to reconfigure themselves to distribute an applied stress. The covalent cross-linkages ensure that the elastomer will return to its original configuration when the stress is removed. As a result of this extreme flexibility, elastomers can reversibly extend (at least once, and preferably repeatedly without inelastic deformation occurring) from 5-700%, depending on the specific material. Without the cross-linkages or with short, uneasily reconfigured chains, the applied stress would more likely result in a permanent deformation. Temperature effects are also present in the demonstrated elasticity of a polymer. Elastomers that have cooled to a glassy or crystalline phase will have less mobile chains, and consequentially less elasticity, than those manipulated at temperatures higher than the glass transition temperature of the polymer. It is also possible for a polymer to exhibit elasticity that is not due to covalent cross-links. For example, crystalline polymers can be treated to alter their short range versus long range crystalline morphology to alter the elastic properties as well as other physical properties.
Underlying technology within the scope of the present invention includes both sensors and methods of using sensors in processes or procedures. The novel articles used as sensors in the practice of the present technology comprise millimeter dimension (diameters and or three major dimensions between 0.2 to 100 mm) polymeric structures comprising from 0.2% to 8% by total weight of conductive nanotubes. The articles must have some degree of elastic deformation properties. For example, the article should be able to deform (bend, stretch, flex, extend, etc.) such that in at least one dimension (e.g., the length of a nanotube) there can be at least 5% total elastic deformation. That deformation could be measured from a base line 0 stress article with a return to that base line 0 stress (unstressed) length that has not inelastically changed by more than 0.5%. When used, the articles must have electrodes attached across the conductive dimension of the article, preferably aligned with the dimension of expected stress and elongation. Although the electrodes may be separated so as to extend perpendicularly or acutely or obtusely with respect to the expected dimension of elongation and stress, the peizoresistive effect is more accurately measured along a single dimension (or possibly along multiple directions, as the nanotubes often are not uniformly aligned, but may curl and twist into three dimensional form) parallel with the stress and elongation. The article may have electrodes fixed into the structure or may have attachment points for attaching the electrodes and placing them into contact with the conductive layer. The electrodes would extend to and be in electrical communication connection with a current or voltage measuring system. A voltage is applied across the conductive layer (the polymer-containing nanotubes) in the sensor, which may again be parallel with, perpendicular to or angled with respect to at least one dimension along which stress and elongation is expected during use, and the changes in the current (and/or voltage) is measured and the changes are correlated to stress and/or percentages of elongation in the article. As the current passed between sensors will change in a repeatable manner no matter what the orientation between the current flow and the elongation/pressure may be, a look-up table or other correspondence between the elongation/strain/pressure and changes in current can be established as a reference.
The flexible, elastic and/or expandable article, such as a strip or patch, may be secured to a surface or molded within an expandable elastomeric device that is to be manipulated or mechanically processed or chemically processed, where such processing or handling has surrounding concerns about changes in stress, dimensions, pressure or the like that can be measured by piezoresistive measurements. An elongate element, such as a sensor tube for example, may be a conductive nanotube-containing polymer of from 0.2 to 10 mm in diameter, and from 2 to 100 mm in length. A patch may comprise a square or rectangular OR oval or other geometric shape flat material comprising a conductive nanotube-containing polymer and two opposed edges. The electrodes are positioned at or about the opposed edges, the current is passed through the polymer, stress is applied to the patch, and the change in current is measured and correlated with amounts of stress and/or dimensional changes.
Various aspects of the invention include a piezoresistive sensor having an electrically conductive elastic body having at least one pair of opposed ends, and the elastic body containing conductive nanotubes homogeneously distributed therein, the elastic body having at least one surface with physical attaching elements thereon and the elastic body having electrodes attached at each of the at opposed ends. The conductive elastic body (that is the actual body of the sensor made from a composition) has an elastic range of between about 5% elongation and about 500% elongation. The conductive elastic body may have for example, from about 0.02% to 8% by total weight of the elastic body (not including electrodes) of conductive nanotubes. Preferably the conductive nanotubes are from about 0.2 to 5% by total weight of the conductive elastic body. The conductive nanotubes may be carbon nanotubes. The elastic body may be a polymer as described herein. The polymer may, by way of non-limiting examples, be selected from the group consisting of epoxy resins, silicone resins, ethylenically unsaturated elastomeric resins, and natural rubbers. The physical attaching elements are selected from the group consisting of polymers, chemical adhesives, adhesive tapes or mechanical attachments.
The present technology also includes a method of sensing dimensional changes, stress changes or pressure changes on a substrate including steps (not necessarily in the following order) of: non-destructively attaching a piezoresistant sensor to a surface of the device or molding the piezoresistant sensor within the device, the piezoresistant sensor comprising an electrically conductive elastic body having at least one pair of opposed ends, and the elastic body containing conductive nanotubes homogeneously distributed therein, the elastic body having at least one surface with two opposed ends and electrodes at each of the opposed ends, passing a current through the elastic body between the two electrodes, sensing the current passing through the elastic body, performing a mechanical step on the substrate, and measuring changes in the current between the electrodes. The measured changes are identified by an electronic look-up table or other execution of software by a processor receiving information/signals of the changes to identify changes in properties or conditions that are being monitored. The information may then be displayed on a video monitor if desired. The measured changes in current between the electrodes is related by execution of code in a processor to a pressure, stress level or change in dimension during performing of the expansion of the device mechanical step.
The invention also relates to a flexible electrically sensor for use in any inflatable or flexible device on which stress or dimensional changes are to be determined, by way of non-limiting examples, tubes, balloons or coronary, vascular, orthopedic, and pelvic health applications and devices to provide information or measurement on the stress, elongation, pressure, or load that is applied to a expandable balloon medical device during, for example, a medical procedure or long term retention within the body.
The present invention may be described as a flexible substrate having a major surface and a sensor attached to and aligned with the major surface of the substrate, wherein:
the sensor comprises an elastic body containing conductive nanotubes homogeneously distributed therein to form a conductive path and two electrodes in electrical connection with the conductive path. At least two electrodes of the sensor may be in communication with both a power source and a processor. The sensor may be adhered to the major surface or embedded in the major surface. The major surface is preferably non-conductive. The major surface may comprise an elastomeric composition having a first modulus of elasticity and the elastic body of the sensor has a second modulus of elasticity and wherein the first modulus of elasticity is within 40% of the second modulus of elasticity. The major surface may be on an inflatable balloon having a conduit for transporting fluid into a cavity of the balloon to alter stress on the major surface of the inflatable balloon. The substrate may operate wherein presence of a nominally maximum fluid volume within the cavity maintains at least a 0.01 mm/m extension of a dimension in the elastic body of the sensor. The substrate may have the two electrodes of the sensor in communication with both a power source and a processor. The sensor may comprise an elastic body of a silicone rubber containing a loading of between 0.5% and 3%, by total weight of conductive nanotubes. The substrate may have the major surface as part of an inflatable balloon having a conduit for transporting fluid into a cavity of the balloon to alter stress on the major surface of the inflatable balloon. The substrate may be part of the major surface which is in turn an elastomeric composition having a first modulus of elasticity and the elastic body of the sensor has a second modulus of elasticity and wherein the first modulus of elasticity is within 40% or within 35% or preferably within 25% of the second modulus of elasticity. The major surface may be on an inflatable balloon having a conduit for transporting fluid into a cavity of the balloon to alter stress on the major surface of the inflatable balloon. The major surface may be on an expandable balloon element in a medical device that applies localized pressure in a patient. The sensor may comprise an electrically conductive silicone rubber composite comprised of a liquid silicone rubber with a multi-wall carbon nanotube loading of between 1%-3% by weight and a hardness between 10 and 60 Asker C hardness.
The invention may also include a method of detecting stress, pressure or dimensional changes within an environment comprising positioning within the environment a substrate having a major surface and a sensor attached to and aligned with the major surface of the substrate, the sensor comprises an elastic body containing conductive nanotubes homogeneously distributed therein to form a conductive path and at least two electrodes in electrical connection with the conductive path;
The composition of the balloon may be biocompatible or non-biocompatible elastomeric material. Exemplary of the biocompatible polymer material used in forming the balloons, the links or the stress concentrators includes the group of polymers consisting of polyurethanes, polyetherurethanes, polyesterurethanes, silicone, thermoplastic elastomer (C-flex), polyether-amide thermoplastic elastomer (Pebax), fluoroelastomers, fluorosilicone elastomer, styrene-butadiene rubber, butadiene-styrene rubber, polyisoprene, neoprene (polychloroprene), polyether-ether-ketone (PEEK), ethylene-propylene elastomer, chlorosulfonated polyethylene elastomer, butyl rubber, polysulfide elastomer, polyacrylate elastomer, nitrile rubber, a family of elastomers composed of styrene, ethylene, propylene, aliphatic polycarbonate polyurethane, polymers augmented with antioxidants, polymers augmented with image enhancing materials, polymers having a proton (HI) core, polymers augmented with protons (H+), butadiene and isoprene (Kraton) and polyester thermoplastic elastomer (Hytrel), polyethylene, PLA, PGA, and PLGA.
The balloons may be part of devices and treatments for many varieties of medical procedures in which balloons or any expandable device is used to create pressure, increase volume restrictions, deliver materials, remove materials, stabilize organs, and the like. Non-limiting examples of such procedures include at least treatment of vascular occlusions, gastric insertions, spinal stabilization, aneurism stabilization, drug delivery implants, joint stabilization, bone stabilization, organ stabilization, delivery of medical devices, infusion devices, penile implants, bladder control devices, intestinal controls, urethral implants, orthopedic implants and the like.
The following description of the Figures will further assist in an understanding of the present technology.
The resultant electrical resistivity values, measured in Ohms cm, are plotted. The dramatic drop in electrical resistivity with very low loadings of carbon nanotubes is evident. The present invention may incorporate compositions displaying the electrical resistivity properties shown in
To achieve desired or designed electrical properties to a polymer or elastomer as described herein, such as an epoxy resin, elastomeric polymer or rubber, addition of moderate percentages, such as between 0.5% up to 4% by total weight of the polymer of conductive nanoparticles and especially carbon nanoparticles may be used. Loading with larger conductive particles such as carbon black at levels above 10% by total weight of the composition or total weight of the elastomer, often result in compromised physical properties such as hardness, tensile, thermal and compression. In addition, the electrical conductivity is negatively altered upon large deformations of the material to the point whereby electrical contact between the conducting particles is broken. The addition of very small amounts, even less than 2% by total weight of the composition (as described herein), of carbon nanotubes increases the electrical conductivity of the base material while preserving desired physical properties of the original polymer. The relatively lower loading of carbon nanotubes to a silicone rubber elastomer preserve desired original liquid silicone rubber physical properties such as hardness, tensile, elongation and compression. Low loading, by weight, of carbon nanotubes to a base polymer significantly changes the electrical properties. For example, a 0.5% or 1.0% loading of multi-wall carbon nanotubes dispersed into a liquid polymerizable to a silicone rubber, changes the resistivity of the original silicone rubber elastomer from 1013 Ωcm to 103 Ωcm, with no significant change in the other important properties of the original properties. Additionally, large deformations of the nanotube composite do not negatively affect the electrical conductance of the material rather the electrical conductivity is maintained.
Also considered within the scope of this disclosure are: types of sensor devices and/or systems used to determine and/or measure strain or pressure. The sensors are used to determine and/or measure the amount of pressure or strain applied to an associated surface and used to determine and/or measure tissue thickness, and to determine or measure pressure and/or to provide pressure or strain data to a processor which correlates the pressure data with tissue thickness using a look-up table or other data structure. By knowing the strain or pressure data, a surgeon or technician can then determine the proper alignment of the device before completing the medical procedure.
The processor may be housed in a remotely programmable apparatus which also includes a memory for storing the script programs and the responses to voltage data flow. The remotely programmable apparatus may further include a microprocessor connected to the wires (effectively the communication device from the sensor, with or without a preamplifier), a user interface, and the memory. The microprocessor executes the script programs to identify the strain, communicate the results sets to the practitioner (e.g., through a monitor or printed output or audio signal), receive possible responses to the results of the data (e.g., a signal to readjust the device or reduce the exhibited strain), and transmit the responses to the server and/or monitor through communication networks.
The system may also include wireless communication between the voltage meter reading sensor output and the processor. For example, a microprocessor may be preferably connected to memory using a standard two-wire I2C interface or using a wireless connection. The microprocessor is also connected to user input buttons to initiate activity, alter read-outs requested, respond to signals from the sensor, start a print-out, and the like (as through an I/O port or dedicated printer port, LED, a clock and a display driver. The clock could indicate the current date and time to the microprocessor and measure duration of strain or pressure. The clock may be a separate component, but is preferably built into microprocessor. The display driver operates under the control of microprocessor to display information on a video display or monitor. The microprocessor may be any microprocessor in any format, including a laptop (PC or Mac) and operate on any operating system, including Linux. For example, a PIC 16C65 processor which includes a universal asynchronous receiver transmitter (UART) is an example of a useful processor for communicating with a modem and a device interface. A CMOS switch under the control of the microprocessor alternately connects modem and interface to the UART.
For the purposes of the implementation of the invention, a study was conducted using very low loadings of carbon nanotubes in an elastomeric liquid silicone rubber polymer. The resultant data concluded that desirable electrical properties were conferred to the liquid silicone rubber elastomeric polymer with relatively low, e.g., less than 4% or less than 3%, loadings of multi-walled carbon nanotubes. In addition, the study showed that the desired physical properties were maintained, and that no diluent behavior was observed. Further, the study showed that uniform resistivity was achieved throughout the liquid silicone carbon nanotube rubber composite. These conclusions support the inference that a liquid silicone carbon nanotube rubber composite can be effectively designed as an electrically conductive elastomeric material, while maintaining desirable physical properties such as tensile strength, elongation to break, compression and hardness.
Conventional and nano static and dynamic properties testing of materials, such as tensile, elongation, compression set, Dynamic Mechanical Analysis, surface and volume resistivity, etc., are often used to characterize material properties. Values from these tests are considered in the choice of materials suitable for application in the flexible sensor. Such test were conducted on carbon nanotube liquid silicone rubber composites to evaluate the effect of different loadings of carbon nanotube with different liquid rubbers. In addition for the purpose of the invention, a study was conducted using very low loading of carbon nanotubes in an elastomeric silicone rubber polymer, measuring the changes in the electrical resistivity of the composite polymer during deformation. The changes in resistivity were measured as a function in the change of the output current of the material with a constant voltage applied to the material. The study compared loadings, by weight, of carbon nanotubes homogeneously mixed in the standard silicone polymers of between 0.5% and 2%. The resultant composites were deformed under various loading conditions and the change in resistivity of the composite monitored. For the purpose of the medical application, the study used voltages of between 0.01 and 1 volts. The study conducted measured large repeated deformations such as tensile strain in the order of 10 mm elongation as well as small deformation in the order of microns. The resultant change in resistivity correlated with the amount of deformation or force applied to the polymer composite. Although the term “constant voltage” is used, other electrical measurements are also used. For example, a constant current may be used (and voltage measured) It is also possible to use any other means such as resistive bridge circuit configurations or ballast circuits to determine resistance change.
Another aspect of the present technology includes accurate measurement of the amount of deformation of, strain exhibited on, or pressure exerted upon, an elastomeric medical device or component or sub-component inserted into a patient is determined by utilizing a sensor as described herein attached to or molded within the elastomeric medical device and exhibiting the above described piezoresitive properties that conductive nanotubes confer to an elastic medium. Such a sensor can be used to measure elongation or strain of a medical device during insertion, or immediately after insertion or even long after insertion into the patient. Such a sensor can also measure the deformation or load that is placed upon the medical device by the organ or with the body part with which the medical device is in contact. That measurement may be a direct pressure measurement, or by comparing strain with known degrees of pressure applied perpendicular to the sensor (and using a look-up table). Such a sensor may also be used to measure the amount of pressure that is being applied to a body part by the medical device. Such a sensor may also be used to monitor changes over time of the elongation, deformation, strain, load or pressure of an object or body part to which the sensor is affixed.
The present invention also relates to an electrically conductive rubber whereby the conductive agent applied to a flexible polymer base may be carbon nanotubes. The carbon nanotubes loadings are dispersed homogeneously into the polymer base such that the flexibility of the original base polymer is not dramatically compromised, and such that the electrical response of the composite is not significantly compromised (e.g., by more than 15%) over repeated deformations (e.g., over 20 deformations with greater than 100% elongation). A constant voltage is applied to the sensor and the electrical current is monitored at a point some distance from the voltage input through electrical connection with the electrodes or wires on the sensor. As the sensor is deformed, the current will change in response to the deformation due to the change in electrical resistivity of the composite material. For sensing deformation in devices in medical applications, the input voltage may be very low, in the order of less than 1 volt (e.g., 0.05 up to 1 volt), depending upon the electrical conductivity of the composite polymer. For medical applications the nanotube composite may be incased within a flexible polymer to insulate the electrically conductive composite and to comply with FDA regulations that may concern nano particle exposure.
The invention further relates to a sensor for which elongation and/or stress of the sensor is directly related to the distance that the sensor, or the medical device to which the sensor is affixed, is pulled, stressed, flexed, expanded or compressed. The distance may be a continuous pull, inflated expansion or compression or an incremental pull, stress, inflated expansion or compression of the sensor. The change in resistivity of the nanotube composite sensor directly correlates to the change in distance that the sensor is pulled, stressed, flexed or compressed. The change in resistivity may be measured directly as a change in resistance or as the change in current when a constant voltage is applied. Additionally, the load placed upon the sensor, or the medical device to which it is affixed or molded within, can be determined likewise by the change in resistivity of the nanotube composite sensor.
Various other aspects of the invention also relate to a flexible electrically conductive nanotube silicone rubber composite that is contained within a non electrically conductive medical grade silicone rubber, for the express purpose of distance, inflated expansion, compression or load measurement by observing the change in electrically resistivity of the nanotube composite. The attaching element can be used to attach the sensor directly to other sensors or devices attached to a medical patient for the purpose of measuring the stress or strain or other applied forces to the device. Additionally a sensor is described having at least an elastic body containing conductive nanotubes homogeneously distributed therein, the sensor contained or attached to or molded within an elastic body not containing conductive nanotubes and not electrically conductive, of which at least one surface of the sensor with physical attaching element thereon. Where embedded in another material, the attaching members assure elongation along with the embedding body.
Another aspect of the technology includes a sensor comprising of an elastic body comprised of a silicone rubber containing a loading of between 0.5% and 3%, by wt. of conductive nanotubes such as carbon nanotubes, homogeneously distributed therein, with electrodes adhered to or molded within the nanotube composite for the purpose of applying an electrical current through the composite and a detection system that detects absolute amounts of voltage and/or changes in voltage across the electrodes.
A further aspect of the present technology may include a sensor having an elastic body comprised of a liquid silicone rubber containing a loading of between 0.5% and 3%, by wt. of carbon nanotubes, homogeneously distributed therein, with electrodes adhered to or molded within the nanotube composite and contained entirely within a medical grade non conductive flexible silicone rubber.
Another aspect of the present invention may include an electrically conductive silicone rubber composite comprised of a liquid silicone rubber with a multi-wall carbon nanotube loading of between 1%-3% by weight and a hardness between 10 and 60 Asker C hardness.
An electrically conductive silicone rubber composite comprised of a liquid silicone rubber with a multi-wall carbon nanotube loading of between 0.5%-3% by weight, a hardness of between 10 and 60 Asker C and elongation property greater than 200%.
An electrically conductive silicone rubber composite comprised of a liquid silicone rubber with a multi-wall carbon nanotube loading of between 1%-3% by weight, a hardness of between 10 and 60 Asker C, an elongation property greater than 200% and electrical resistivity of 103 Ohm/sq or less.
Although specific dimensions, compositions, voltages, materials and fields of use are described herein, it must be understood that these are examples enabling the generic scope of the invention and should not limit the scope of enforcement of claims herein.
This application is a Continuation of U.S. patent application Ser. No. 13/399,935, filed Aug. 30, 2012, which is in turn a Continuation-in-Part application of and claim priority under 35 USC 120 from U.S. patent application Ser. No. 13/397,737 filed Feb. 16, 2012.
| Number | Name | Date | Kind |
|---|---|---|---|
| 3739644 | Underwood | Jun 1973 | A |
| 3791205 | Hooker | Feb 1974 | A |
| 3817107 | Shimada | Jun 1974 | A |
| 4362150 | Lombardi, Jr. et al. | Dec 1982 | A |
| 4411655 | Schreck | Oct 1983 | A |
| 4799495 | Hawkins | Jan 1989 | A |
| 4921479 | Grayzel | May 1990 | A |
| 5335549 | Kato | Aug 1994 | A |
| 5483994 | Maurer | Jan 1996 | A |
| 5817061 | Goodwin et al. | Oct 1998 | A |
| 5823992 | Salmon et al. | Oct 1998 | A |
| 6183443 | Kratoska et al. | Feb 2001 | B1 |
| 6814715 | Bonutti et al. | Nov 2004 | B2 |
| 7081030 | Liu et al. | Jul 2006 | B2 |
| 7129467 | Wincheski | Oct 2006 | B2 |
| 7278324 | Smits et al. | Oct 2007 | B2 |
| 7399400 | Soundarrajan et al. | Jul 2008 | B2 |
| 7404338 | Hierold et al. | Jul 2008 | B2 |
| 7453085 | Chang et al. | Nov 2008 | B2 |
| 7598723 | Gaillard et al. | Oct 2009 | B2 |
| 7645497 | Spath et al. | Jan 2010 | B2 |
| 7673521 | Ajayan | Mar 2010 | B2 |
| 7699864 | Kick et al. | Apr 2010 | B2 |
| 7730547 | Barrera | Jun 2010 | B2 |
| 7766876 | Hanagasaki | Aug 2010 | B2 |
| 7828774 | Harding et al. | Nov 2010 | B2 |
| 7927309 | Palm | Apr 2011 | B2 |
| 8021338 | Adams | Sep 2011 | B2 |
| 8075529 | Nakajima | Dec 2011 | B2 |
| 8119758 | Sakurai et al. | Feb 2012 | B2 |
| 8132468 | Radivojevic | Mar 2012 | B2 |
| 8250927 | Anand et al. | Aug 2012 | B2 |
| 8251955 | Mittermeyer et al. | Aug 2012 | B2 |
| 8282648 | Tekulve | Oct 2012 | B2 |
| 8308690 | Forrest | Nov 2012 | B2 |
| 8313443 | Tom | Nov 2012 | B2 |
| 8492755 | Hu et al. | Jul 2013 | B2 |
| 8495917 | Radivojevic | Jul 2013 | B2 |
| 8587422 | Andrews et al. | Nov 2013 | B2 |
| 8591466 | Wenchell et al. | Nov 2013 | B2 |
| 8746075 | Eichhorn | Jun 2014 | B2 |
| 8820173 | Clark et al. | Sep 2014 | B2 |
| 8840566 | Seibel et al. | Sep 2014 | B2 |
| 8850897 | Eichhorn et al. | Oct 2014 | B2 |
| 8864745 | Ciavarella et al. | Oct 2014 | B2 |
| 8943897 | Beauvais | Feb 2015 | B2 |
| 20010036790 | Kornbluh et al. | Nov 2001 | A1 |
| 20030032892 | Erlach et al. | Feb 2003 | A1 |
| 20040126746 | Toly | Jul 2004 | A1 |
| 20060046235 | Alexander et al. | Mar 2006 | A1 |
| 20060063973 | Makower | Mar 2006 | A1 |
| 20060115640 | Yodh et al. | Jun 2006 | A1 |
| 20060122954 | Podlasek et al. | Jun 2006 | A1 |
| 20070010702 | Wang et al. | Jan 2007 | A1 |
| 20070129719 | Kendale et al. | Jun 2007 | A1 |
| 20070132043 | Bradley et al. | Jun 2007 | A1 |
| 20070191766 | McMorrow | Aug 2007 | A1 |
| 20070205701 | Grumm | Sep 2007 | A1 |
| 20070239108 | Albrecht et al. | Oct 2007 | A1 |
| 20080033569 | Ferren et al. | Feb 2008 | A1 |
| 20080129278 | Dai et al. | Jun 2008 | A1 |
| 20080145616 | Gharib et al. | Jun 2008 | A1 |
| 20080154373 | Protopsaltis et al. | Jun 2008 | A1 |
| 20080172033 | Keith et al. | Jul 2008 | A1 |
| 20080238882 | Sivarajan | Oct 2008 | A1 |
| 20080294184 | Smith | Nov 2008 | A1 |
| 20090016780 | Souma et al. | Jan 2009 | A1 |
| 20090024140 | Allen et al. | Jan 2009 | A1 |
| 20090036744 | Vayser | Feb 2009 | A1 |
| 20090171271 | Webster et al. | Jul 2009 | A1 |
| 20090198117 | Cooper et al. | Aug 2009 | A1 |
| 20090208915 | Pugh | Aug 2009 | A1 |
| 20090216196 | Drontle et al. | Aug 2009 | A1 |
| 20090254288 | Chase et al. | Oct 2009 | A1 |
| 20090293631 | Radivojevic | Dec 2009 | A1 |
| 20090308742 | Paranjape | Dec 2009 | A1 |
| 20090309172 | Liu et al. | Dec 2009 | A1 |
| 20100003657 | Shibui et al. | Jan 2010 | A1 |
| 20100154556 | Yin | Jun 2010 | A1 |
| 20100191296 | Lyon | Jul 2010 | A1 |
| 20100228157 | Tom | Sep 2010 | A1 |
| 20100294976 | Ajayan et al. | Nov 2010 | A1 |
| 20110089051 | Wang et al. | Apr 2011 | A1 |
| 20110148815 | Tsai | Jun 2011 | A1 |
| 20110230788 | Anand et al. | Sep 2011 | A1 |
| 20110239731 | Lisseman et al. | Oct 2011 | A1 |
| 20110275502 | Eichhorn | Nov 2011 | A1 |
| 20110306824 | Perron | Dec 2011 | A1 |
| 20110316522 | Shinobu | Dec 2011 | A1 |
| 20110319755 | Stein | Dec 2011 | A1 |
| 20120021164 | Sansom et al. | Jan 2012 | A1 |
| 20120034587 | Toly | Feb 2012 | A1 |
| 20120035437 | Ferren et al. | Feb 2012 | A1 |
| 20120073388 | Chibante et al. | Mar 2012 | A1 |
| 20120143341 | Zipnick | Jun 2012 | A1 |
| 20120207525 | Kim et al. | Aug 2012 | A1 |
| 20120226130 | De Graff et al. | Sep 2012 | A1 |
| 20120266685 | Choi et al. | Oct 2012 | A1 |
| 20130023990 | Zipnick et al. | Jan 2013 | A1 |
| 20130031987 | Beauvais et al. | Feb 2013 | A1 |
| 20130104665 | Biris et al. | May 2013 | A1 |
| 20130111971 | Pudas | May 2013 | A1 |
| 20130177888 | Daullary | Jul 2013 | A1 |
| 20130213140 | Eichhorn et al. | Aug 2013 | A1 |
| 20130218050 | Eichhorn et al. | Aug 2013 | A1 |
| 20130274663 | Heppe | Oct 2013 | A1 |
| 20130320273 | Kotov et al. | Dec 2013 | A1 |
| 20140128687 | White et al. | May 2014 | A1 |
| 20140142542 | Rosenbaum et al. | May 2014 | A1 |
| 20140150573 | Cannard et al. | Jun 2014 | A1 |
| 20140163323 | Mohajer-Shojaee | Jun 2014 | A1 |
| 20140220422 | Rogers et al. | Aug 2014 | A1 |
| 20140272870 | Eichhorn et al. | Sep 2014 | A1 |
| 20140275795 | Little et al. | Sep 2014 | A1 |
| 20140277204 | Sandhu | Sep 2014 | A1 |
| 20140349266 | Choi | Nov 2014 | A1 |
| 20150011843 | Toth et al. | Jan 2015 | A1 |
| 20150044656 | Eichhorn et al. | Feb 2015 | A1 |
| 20150064675 | Eichhorn et al. | Mar 2015 | A1 |
| 20150080906 | Fjorback et al. | Mar 2015 | A1 |
| 20150109006 | Choi et al. | Apr 2015 | A1 |
| 20150164552 | Chen et al. | Jun 2015 | A1 |
| 20150177079 | Eichhorn et al. | Jun 2015 | A1 |
| 20150216644 | Cahill et al. | Aug 2015 | A1 |
| 20150273236 | Rogers | Oct 2015 | A1 |
| 20150377815 | Wiklof et al. | Dec 2015 | A1 |
| Number | Date | Country |
|---|---|---|
| WO9220096 | Nov 1992 | WO |
| WO2010131820 | Nov 2010 | WO |
| WO2011041507 | Apr 2011 | WO |
| WO2011079390 | Jul 2011 | WO |
| WO2014003878 | Jan 2014 | WO |
| Entry |
|---|
| www.mech.northwestern.edu/FOM/LiuCh06v3—072505.pdf : printed on May 7, 2012. |
| “A carbon nanotubelpolymer strain sensor with linear and anti-symmetric piezoresistivity,” Gang Yin et al. Published online before print Apr. 26, 2011. doi:10.1177/0021998310393296 Journal of Composite materials, Jun. 2011 vol. 45, No. 12 1315-1323. |
| “Flexible Strain Sensor Based on Carbon Nanotube Rubber Composites”, Jin-Ho Kim et al., Nanosensors, Biosensors and Info-Tech Sensors and Systems 2010, edited by Vijay K. Varadan, Proc. of SPIE vol. 7646, 7646ON. |
| “Piezoresitive response of epoxy composites with carbon nanoparticles under tenssile load”, Wichmann, Malte H.G., et al., Physical Review b80, 245437 (2009, The American Physical Society). |
| “Supersensitive linear piezoresistive property in carbon nanotubeslsilicone rubber nanocomposites,” Zhi-Min Dang et al., Journal of Applied Physics, 104, 024114 (2008), American Institute of Physics. |
| Bozovic, et al., Plastic Deformations in Mechanically Strained Single-Walled Carbon Nanotubes, Department of Physics and Chemistry and Chemical Biology. Harvard University MA02138 (16 pages). |
| Wichmann et al., Phys. Rev. B 80, 245437, 2009. |
| Tekscan Inc., Integrating Force Sensors into Robotic Surgery, Medical Design Briefs 2013 (medicaldesignbriefs.com), 1 page. Tekscan, Inc. South Boston, MA. |
| Application and File History for U.S. Appl. No. 13/397,737, filed Feb. 16, 2012, inventors Eichhorn et al. |
| Application and File History for U.S. Appl. No. 13/599,935, filed Aug. 30, 2012, inventors Eichhorn et al. |
| Application and File History for U.S. Appl. No. 14/494,577, filed Sep. 23, 2014, inventors Eichhorn et al. |
| Application and File History for U.S. Appl. No. 14/137,984, filed Dec. 20, 2013, inventors Eichhorn et al. |
| Application and File History for U.S. Appl. No. 14/015,951, filed Aug. 30, 2013, inventors Eichhorn et al. |
| Application and File History for U.S. Appl. No. 14/208,575, filed Mar. 13, 2014, inventors Little et al. |
| Application and File History for U.S. Appl. No. 14/015,935, filed Aug. 30, 2013, inventors Eichhorn et al. |
| Application and File History for U.S. Patent Application No. PCT/US13/37731 filed Apr. 23, 2013, inventors Hilfiker et al. |
| Office Action, for U.S. Appl. No. 14/494,577, dated Jan. 4, 2017, 66 pages. |
| Number | Date | Country | |
|---|---|---|---|
| 20140305226 A1 | Oct 2014 | US |
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|---|---|---|---|
| Parent | 13599935 | Aug 2012 | US |
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| Parent | 13397737 | Feb 2012 | US |
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