Patent Grant
10948392
This patent disclosure relates generally to the field of particulate-matter detection and more specifically to air-quality sensors and to systems and methods for determining airborne-particle content.
The presence of airborne and other gas-borne particulate matter (PM), alternatively referred to as aerosol particles, can contribute to poor air quality and potentially adverse health effects. These particles can penetrate into human and animal lungs, contributing to lung disease, heart disease, cancer, and other illnesses. Such particles may be produced by many sources, including industrial and agricultural processes, fossil-fuel combustion in power plants and vehicles, fires, smoking, and other natural and manmade causes.
Airborne particles with a diameter of 2.5 microns or less (often termed PM2.5) tend to be particularly problematic. These finer sized particulates can remain suspended in the air for long periods of time and can penetrate deep into the lung alveoli. Airborne particles under 0.1 microns in diameter can pass through the lungs and enter the body, causing damage to other organs. Particles of intermediate sizes, such as between 2.5 and 10 microns (often termed PM10), although not as potentially toxic as the smaller PM2.5 particles, are also medically problematic because these can also penetrate into at least the outer portions of the lungs. In contrast, the larger sized particles, such as particles over 10 microns in diameter, tend to be less problematic from a health perspective. This is because such larger particles do not penetrate as deeply into the lungs and tend to settle out of the air relatively quickly. The impact of nanoparticles in the range of 0.01 microns to 0.1 microns is relatively unknown and is an active area of study, although significant adverse health impacts are suspected.
Monitoring and controlling airborne particulate matter is of intense interest due to potentially adverse health and environmental effects. Various health, legal, government, scientific, industrial and commercial entities have considerable interest in methods of monitoring airborne and other gas-borne particulate matter. Methods that can further distinguish between various sizes of particulate material are particularly valued. Current systems for monitoring particulate matter tend to be relatively bulky, complex and expensive, which generally render them unsuitable for mass-market use.
Compact aerosol mass detection systems may use resonant sensors for determining the mass of particulate matter deposited on the surfaces of the sensors. Extended use of resonant sensors can result in reliability and lifetime concerns as particles aggregate on the resonant sensor surfaces, an undesirable situation for devices targeting mass markets for air quality sensors.
In some embodiments, the invention may be a system for analyzing particles in an air stream includes a first heater element configured to deflect particles in an interior region of the air stream towards a peripheral wall of an air channel encompassing the air stream, a second heater element controllable to deflect the particles in a first lateral direction along the peripheral wall, and a third heater element controllable to deflect the particles in a second lateral direction along the peripheral wall. A first thermal gradient in the air channel generated by the first heater element may thermophoretically force particles towards the peripheral wall in a direction perpendicular to the air stream. A second thermal gradient in the air channel generated by the second heater element and a third thermal gradient in the air channel generated by the third heater element may cooperate to allow thermophoretic forcing of particles in either the first lateral direction or the second lateral direction along the peripheral wall.
The system may include a particle detector positioned on the peripheral wall of the air channel configured to collect particles deflected from the interior region of the air stream. The first, second and third heater elements may be configured to allow scanning of the deflected particles onto a surface of the particle detector. Scanning may spread the particles throughout the surface of the particle detector to increase particle collection uniformity. Scanning may extend a lifetime of the particle detector. The first thermal gradient may be selected to deflect particles in a selected particle size range onto a surface of the particle detector. The system may include a thermophoretic particle concentrator including fourth and fifth heater elements disposed on opposing walls of the air channel and configured to cooperatively force particles in the air stream towards the interior region of the air stream. The thermophoretic particle concentrator may be positioned in an upstream direction of the air stream with respect to the first second and third heater elements.
The system may include a controller that is electrically coupled to the first, second heater element and third heater elements. The controller may be configured to control power to each of the first, second and third heater elements to allow scanning of the deflected particles towards the peripheral wall and to deflect particles in a selected particle size range onto a surface of a particle detector. The particles may be deflected with a thermal gradient generated by a combination of the first, second and third heater elements. Smaller particles in the air stream may be selectively deflected away from the interior region and towards a periphery of the air stream at a different rate than larger particles in the air stream. An extended segment of the second and third heater elements may be configured to retain particles in the interior region of the air stream.
In some embodiments, the invention may be a method of analyzing particles includes concentrating particles in an interior region of an air stream, deflecting the concentrated particles in the interior region of the air stream towards a peripheral wall with a first heater element, and scanning the concentrated particles in a lateral direction along the peripheral wall with second and third heater elements. Concentrating the particles in the interior region of the air stream may include concentrating the particles with a thermophoretic particle concentrator including fourth and fifth heater elements. The fourth and fifth heater elements may be disposed on opposing walls of the air channel. The fourth and fifth heater elements may be configured to cooperatively force particles in the air stream towards the interior region of the air stream. The thermophoretic particle concentrator may be positioned in an upstream direction of the air stream with respect to the first, second and third heater elements. The particles deflected from the interior region of the air stream may be collected on a surface of a particle detector positioned on the peripheral wall. Power may be controlled to each of the first, second and third heater elements to allow scanning of the deflected particles towards the peripheral wall. Power may be controlled to deflect particles in a selected particle size range onto a surface of a particle detector. An airstream velocity of the air stream may be controlled to allow control of thermal gradients generated in the air channel.
In some embodiments, the invention may be system for analyzing particles that includes means for concentrating particles in an interior region of an air stream, means for deflecting the concentrated particles in the interior region of the air stream towards a peripheral wall, and means for scanning the concentrated particles in a lateral direction along the peripheral wall. The system may further include means for collecting the particles deflected from the interior region of the air stream on a surface of a particle detector positioned on the peripheral wall and means for controlling power to allow scanning of the deflected particles towards the peripheral wall and to deflect particles in a selected particle size range onto the surface of the particle detector.
In some embodiments, the invention may be a non-transitory computer-readable medium storing computer-readable program code to be executed by at least one processor for analyzing particles in an air stream includes program code having instructions configured to cause concentrating particles in an interior region of an air stream, deflecting the concentrated particles in the interior region of the air stream towards a peripheral wall, and scanning the concentrated particles in a lateral direction along the peripheral wall.
The techniques, methods, devices, and systems disclosed herein may result in smaller, simpler and lower cost airborne particle detection and monitoring devices that allow mass-market use in homes, buildings, workplace environments, industrial facilities, indoor and outdoor environments, and personal air-quality monitors. Improved airborne particle detection systems and methods may be used in a variety of devices including cellular phones, smartphones, laptop and tablet computers, thermostats, voice-activated tabletop monitors, wearable devices such as watches and personal health monitors, air monitors for green buildings and home-automation systems, vehicle cabin monitoring, smoke detectors and protective devices such as face masks and eyeglasses, among other applications.
Improved air particle monitoring devices can be facilitated by systems and methods configured to use thermophoretic forces. Such systems and methods can produce various effects useful for such improved devices by employing suitable thermal gradients. These effects may include concentrating and focusing particulate material, fractionating particulate material according to size, and directing various sizes of particulate material onto one or more suitable particle sensors such as resonant-based MEMS sensors or other devices in a controlled manner.
Thermophoretic force generally refers to the force that may be exerted on small particles such as micron and sub-micron sized particles that are suspended in a gas or fluid media in the presence of thermal gradients. Absent thermal gradients (also referred to as “temperature gradients” or “heat gradients”), suspended particles experience normal random Brownian motion. In the presence of thermal gradients, more energetic molecules of the gas or fluid media may impact one side of the particle relative to the other side of the particle, producing a net force on the particle that varies as a function of the particle diameter, temperature gradient, gas pressure, particle temperature and other variables such as the thermal conductivity and heat capacity of the particle. This thermophoretic force can, in turn, impart a thermophoretic velocity to such particles that varies as a function of the thermal gradient, gas viscosity, gas density and the size and composition of the particles. The thermophoretic force may be used to concentrate particles in an interior region of an air stream and to selectively deflect the particles towards suitable particle detectors for detection and analysis.
Modulating the power applied to one or more heater elements of a thermophoretic particle detection system can modulate the thermal gradients and concomitant thermophoretic forces on particles traveling through the air channel, allowing particles of a particular size, size range or specific property to be selectively collected and detected on a surface of a particle detector. Later in time, particles of a different size or size range may be collected and detected, allowing the generation of spectrographic aerosol mass concentration information. Scanning particles onto the surface of a particle detector can result in more uniform particle deposition across the detector surface to increase the accuracy of particle property determination and to extend the lifetime of the particle detector. In some implementations, individual heater elements in an array may be selectively dithered or turned on and off to achieve the desired deposition profile onto the particle detector. Heater elements in either or both of a thermophoretic particle concentrator and a thermophoretic particle discriminator may be modulated to scan the particles in either a lateral or a longitudinal direction along the surfaces of one or more particle detectors.
While the embodiments disclosed herein generally refer to systems and methods for analyzing particles in an air stream, “air”, although encompassing normal earth atmospheric air, can be any type of gas or fluid traversing the air channel. Particles in the air stream generally refer to micron or sub-micron sized particles with a plurality of particle sizes and composition that are suspended in the air stream and are generally distinct from the smaller gas molecules or atoms comprising the carrier gas. A micron (also referred to as “μm”) is a unit of length equal to one micrometer or one-millionth of a meter.
Similarly numbered elements in the various figures below apply to similar elements. While the figures are intended to be illustrative, dimensions and features of the various elements shown in the figures are not always drawn to scale for clarity.
In some implementations, system 100 may be wired or wirelessly coupled to a cell phone, smartphone, laptop, or other computerized devices, to enable one or more processors within the system 100 or computerized device to process the data from system 100 and produce temporal and spatial (if multiple such systems are used) measurements of particulate matter content. In some implementations, system 100 may be communicatively coupled to one or more processors in a data center or a cloud computing environment to perform data processing of the particulate matter data and to provide results of particulate matter data procured from system 100.
Airborne particles 114 may have different sizes and shapes and comprise different materials or aggregates of various materials. Various types of airborne particles 114 at the inlet air stream 112 are depicted and labeled 1 through 8, indicating larger spherical particles 1 and 5, smaller spherical particles 2 and 6, fibrous particles 3 and 7, and fractured particles 4 and 8. As these particles 114 traverse the air channel 102, thermophoretic forces from heater elements 122a, 122b (also referred to as “heating elements” or “focusing heaters”) in the particle concentrator 120 may force particles 114 away from a periphery of the air channel 102 near the channel walls 104 and towards an interior region 220 of the air channel 102 that may be at or near the geometrical center of the air channel 102. Thermophoretic particle concentrator heater elements 122a, 122b may be used to focus incoming particles 114 into a tighter beam to facilitate analysis. Particles 114 concentrated in an interior region 220 of air channel 102 may progress towards the particle discriminator 130 along one or more streamlines 108.
Particle discriminator 130 may include one or more heater elements 132 (also referred to as a “precipitation heater” or a “deflection heater”) to deflect and collect particles on a wall 104 or particle detector 134 opposite the heater element 132. Particles 114 may be deflected by thermal gradients generated by the thermophoretic particle discriminator heater element 132 and directed towards a particle detector 134 near the wall 104 where particles in a selected particle size range may be collected on a surface 136 of the particle detector 134. The collected particles 116 may cause a shift in a resonant frequency of the particle detector 134, which may be calibrated to determine the amount of mass collected on the surface 136. Fractionation, collection, detection, and analysis of particles 114 in a particular size range depend in part on size-dependent and composition-dependent thermophoretic forces and an initial well-collimated and pre-focused stream of incoming particles 114. Uncollected particles may continue down the air channel 102 along one or more streamlines 108 and exit via the outlet air stream 118.
A position-dependent heat profile may be generated along the length of the air channel 102 to drive particles 114 towards the center of the air channel 102, while otherwise allowing the air stream 106 to remain unperturbed. Particles 114 in the air stream 106 may be thermophoretically forced towards the interior region 320 of the air channel when the heater elements 122a, 122b are heated and thermal gradients emanating from heater elements 122a, 122b are generated. Isothermal lines 324a, 324b show lines of constant temperature within the air stream 106. As power applied to heater elements 122a, 122b changes and as the velocity of air stream 106 is adjusted, the position and the shape of isothermal lines 324a, 324b may change. Thermophoretic forces 326a, 326b may be generated and act on particles 114 as particles 114 in the air stream 106 traverse the air channel 102. Thermophoretic forces 326a, 326b increase as the thermal gradients in the air channel 102 increase and act on particles 114 in the direction of most rapid thermal decrease, that is, in a direction perpendicular to the isothermal lines 324a, 324b and with a magnitude proportional to the gradient of the temperature in the air stream 106. When acted upon by thermophoretic forces 326a, 326b generated by the thermal gradients in the air stream 106, particles 114 may be forced away from the periphery and towards an interior region 320 of the air channel 102. The particles 114 may be deflected across streamlines 108 towards the center of the air channel 102, increasing the concentration of particles 114 in the interior region 320 of the air channel 102. In some implementations, the temperatures of the heater elements 122a, 122b may be varied to control the position of the concentrated particles 114 within the interior region 320 as the particles 114 continue downstream in the air channel 102.
While the interior region 320 of the particle concentrator 120 (and of the particle discriminator 130) is generally centered on the geometric center of the air channel 102 and includes portions of the air channel 102 in the vicinity of the geometric center, in some implementations the interior region 320 may be centered about an axis that is offset from the centerline of the air channel 102. Dimensions of the interior region are generally on the order of the width and/or length of the active sensor area of the particle detector 134, which may be 200 microns or less. As particle fractionation and collection improves with a tighter distribution of particles in the interior region of the air stream 106, device performance improves with a tighter particle distribution. In some implementations, the interior region may be defined as the spatial volume where a simple majority of airborne particles 114 in the air stream 106 are concentrated. In some implementations, the interior region may be defined as a percentage of the channel volume, such as 1%, 2%, 5%, 25% or 50% of the channel volume. In some implementations, the interior region may include the geometric center of the air channel and a percentage of the area about the geometric center, such as 1%, 2%, 5%, 25% or 50% of the cross-sectional area at a point along the centerline of the air channel.
The particle discriminator 130 may include at least one thermophoretic particle discriminator heater element 132. Heater element 132 may be configured to deflect particles 114 in an interior region of the air stream 106 towards a peripheral wall 104 of an air channel 102 that encompasses the air stream 106. A thermal gradient in the air channel 102 generated by the heater element 132 may thermophoretically force particles 114 towards the peripheral wall 104 in a direction perpendicular to the air stream 106. Isothermal lines 434a, 434b show lines of constant temperature. The position and shape of isothermal lines 434a, 434b may change as the power applied to heater element 132 changes and as the velocity of air stream 106 is adjusted.
As particles 114 enter particle discriminator 130, the thermophoretic force generated by one or more heater elements 132 in the particle discriminator 130 may force particles 114 towards a periphery of the air stream 106 near one of the channel walls 104 of the particle discriminator 130. Thermophoretic forces 436a, 436b may be generated and act on particles 114 as particles 114 in the air stream 106 traverse the air channel 102. Thermophoretic forces 436a, 436b increase as the thermal gradient in the air channel 102 increases and act on particles 114 in the direction of greatest decrease in temperature with respect to position. When acted upon by thermophoretic forces 436a, 436b generated by the thermal gradients in the air stream 106, particles 114 are forced away from the interior region of the air channel 102 and towards a periphery wall 104.
The particles 114 may be deflected away from the interior region of the air channel 102 and towards a particle detector 134 positioned on the periphery wall 104 of the air channel 102. The particle detector 134 may be configured to collect particles 114 deflected from the interior region of the air stream 106. Deflected particles 114 may be collected on a surface 136 of a particle detector 134 where the collected particles 116 may be detected and analyzed. Smaller particles in the air stream 106 may be selectively deflected away from the interior region and towards a periphery of the air stream 106 at a different rate than larger particles in the air stream. Particles may be subject to area-dependent viscous and drag forces and to gravitational forces that are density and volume dependent. Heavier particles, for example, may be selectively deflected by gravitational forces at a higher rate than lighter particles of similar size.
The power (e.g. electrical power) applied to the heater element 132 of the particle discriminator 130 may be controlled to generate and control thermal gradients in the air channel 102 to deflect particles 114 in a selected particle size range onto a surface 136 of the particle detector 134. The selected particle size range may include a particle size range between about 0.01 microns and 0.1 microns, 0.01 microns and 0.3 microns, 0.1 microns and 1.0 microns, 1.0 microns and 2.5 microns, 2.5 microns and 10.0 microns, and 10.0 microns and larger, or other particle size ranges of interest. Particles 114 not collected by the particle discriminator 130 may continue downstream along one or more streamlines 108 and through the outlet air stream 118. In some implementations, the power applied to heater element 132 may be dithered, modulated or otherwise varied to more evenly spread the distribution of collected particles 116 on the surface 136 of the particle detector 134. In some implementations, the power applied to heater element 132 may be varied sequentially in time to collect and analyze particles of a first size during a first time period, then collect and analyze particles of a second size during a second time period, and so forth.
A plurality of particle detectors 134a, 134b, 134c may be positioned on a channel wall 104 of the particle discriminator 130 to allow collection and detection of particles within one or more particle size ranges. The lighter (smaller) particles may be collected by the first particle detector 134a and the heavier (larger) particles may be collected by the second or third particle detectors 134b, 134c, allowing the particle discriminator 130 to distinguish between different particle sizes. The physical mechanism for such size fractionation and discrimination assumes some form of pre-focusing or concentration of the particulate matter stream within the air channel 102 to prevent a given particle detector 134a, 134b, 134c from collecting a mixture of different particle sizes from different heights or locations in the sample air stream 106. In the absence of active measures to concentrate the particles 114 into a beam, the particles 114 may be distributed throughout the entire vertical profile of air channel 102. Thus large particles 114 positioned near the bottom of the air channel 102 may be deflected onto the first particle detector 134a while smaller particles 114 near the top of the air channel 102 may be deflected onto the second particle detector 134b, interfering with the ability of the particle discriminator 130 to distinguish between different particle sizes or other particle properties.
Power to the heater element 132 may be controlled to allow collection of the deflected particles in a particular particle size range onto a surface of one of the particle detectors 134a, 134b, 134c. As illustrated in
Under normal atmospheric pressure, smaller particles, such as particles under about 2.5 microns in size, are minimally affected by gravity. These particles tend to move through the air channel with minimal deflection due to gravity. Absent any other forces, these particles follow almost the same path as the surrounding air in the air channel. To detect and measure suspended aerosol particles, a precipitating thermophoretic force may be applied to the particles to deflect the particle's trajectory enough so that the particle may be propelled towards and collected on the surface of one or more particle detectors 134a, 134b, 134c, 134d.
The particle discriminator 130 may have at least one heater element 132 and an array of particle detectors 134a, 134b, 134c, 134d disposed on a wall of the air channel opposite the heater element 132 that is configured to collect deflected and fractionated particles. Lighter and smaller particles 632 may be deflected at a higher rate and collected by particle detector 134a. Heavier and larger particles 634 may be deflected at a lower rate and collected by particle detector 134d. Still heavier and larger particles 636 may remain uncollected and may be passed along the air channel where they may be deflected downwards by gravitational forces acting on the particles.
Particles smaller than a particular cutoff size, such as 2.5 microns in diameter, may be selectively collected and analyzed by the particle discriminator 130 and particles larger than the cutoff size may continue past the particle discriminator 130. Heavier and larger particles 636 above the cutoff point that are near the periphery of the air channel may experience a lower local velocity of air than that of particles near the center of the air channel, allowing gravitational forces more time to act on the heavier particles. The effect of gravity and the orientation of the particle discriminator 130 can affect the cutoff size.
Because the thermophoretic force can be made much greater than the force of gravity, at least for particles sized less than about 10 microns, the particle sensors may be configured on nearly any surface of the air channel including (relative to the force of gravity) the floor, the ceiling, or the sides of the air channel. Although in this disclosure floor and ceiling mounted particle detectors are mainly discussed, this is not intended to be limiting. Given the comparatively large impact that precipitation heaters can have on particle trajectories, particle sensors can also be mounted on the sides of an air channel (relative to the force of gravity) or upside down as desired.
In some implementations, a thermophoretic particle detection system may be configured with one or more additional stages of particle concentrators 120 and particle discriminators 130 positioned downstream of a first stage. Thermophoretic forces act on smaller particles and deflect the smaller particles at a faster rate than larger particles in the air stream. The first stage allows concentration of particles in the air stream and collection of particles in a first particle size range while passing particles outside of the first range. A second stage allows re-concentrating and re-focusing of particles remaining in the air stream, and subsequent collection of particles in a second range with a larger particle size range than the first stage. Additional stages with pairs of particle concentrators 120 and particle discriminators 130 may be added. Each stage may include one or more focusing heaters in the particle concentrator 120 and one or more deflection heaters and particle detectors in the particle discriminator 130 to redirect larger particles towards the center of the air channel that may be re-concentrated and re-deflected for additional collection and analysis. In some implementations, multiple stages of particle concentrators and discriminators allow further separation of resonant-based particle detectors resulting in improved acoustic isolation and less mechanical coupling between detectors for improved sensitivity.
System 700 may include one or more controllers 150. Controller 150 may include one or more processors configured to allow concentrating particles 114 in an interior region of the air stream 106 within the particle concentrator 120 and deflecting the concentrated particles 114 in the air stream 106 within the particle discriminator 130 with generated and controlled thermal gradients in the air channel 102. Controller 150 may include various electronic circuits, passive devices, metal traces, electrical interconnects and wires for sending signals to and receiving signals from heater elements 122a, 122b, heater element 132 and particle detector 134. Electrical power and ground connections for controller 150 may also be provided.
Controller 150 may include circuitry to operate the particle detector 134 in a resonant mode and to detect changes in the resonant frequency. The circuitry may include signal amplifiers and preamplifiers, signal conditioning circuitry such as filters, mixers, local oscillators, demodulators, phase-lock loops, counters, A-D (analog to digital) convertors, and divide-by-n circuits, and control circuitry to determine the frequency shifts associated with mass loading from collected particles on the surface of the particle detector 134. The controller 150 may include processing circuitry to process data from the particle detector 134 and to analyze properties of the collected particles.
Smaller particles 114 in the air stream 106 may be selectively deflected away from the interior region of the air channel 102 and towards a periphery of the air stream 106 at a higher rate than larger particles 114 in the air stream 106. The controller 150 may be configured to allow controlling the generated thermal gradient to deflect the particles in a selected particle size range onto a surface 136 of the particle detector 134. The controller 150 may be configured to draw air and to control an airstream velocity of the air stream 106 in the air channel 102. The controller 150 may be configured to allow collecting particles 114 within a selected particle size range on the surface 136 of particle detector 134. The controller 150 may be configured to determine an effective mass of the particles 114 collected on the surface 136 of the particle detector 134. The controller 150 may be configured to generate an aerosol mass concentration estimate of the particles 114 within the selected particle size range and provide or send the generated aerosol mass concentration estimate via the data and control signals 140 to another location. The controller may be configured to correct or compensate for temperature, relative humidity, ambient pressure, and other factors. The controller may be configured to operate in these manners using non-transitory computer-readable medium storing computer-readable program code to be executed by at least one processor associated with the controller for analyzing particles in an air stream through the use of associated program code including associated program instructions.
The thermophoretic particle concentrator 120 may have two heater elements 122a, 122b positioned on opposite sides of the air channel 102. A thermophoretic particle discriminator 130 may have one or more heater elements 132 positioned on one side of the air channel 102 and a particle detector 134 positioned on the opposite side of the air channel 102. In the implementation shown in
One or more banded heater elements 822a, 822b may be positioned on or around portions of the inlet port 812. The banded heater elements 822a, 822b allow circular or rectangular inlet ports 812 to be surrounded with heater elements that extend around the entire inlet wall 104. The banded heater elements 822a, 822b may be configured with heater segments disposed on opposite sides of the air channel 102 that encompasses the air stream 106. The power (e.g. electrical current) applied to inlet heater elements 822a, 822b may generate thermophoretic forces acting on particles in the incident air stream 106, forcing the particles away from the walls 104 of the air channel 102 towards an interior region 820 of the air stream 106 and beginning the particle concentration process. Further concentration of particles in the air stream 106 may occur in the thermophoretic particle concentrator 120 downstream of the inlet air stream 112. Temperatures generated by the banded heater elements 822a, 822b may be as low as a few degrees above ambient temperature to deter particles from collecting on surfaces of the inlet port 812. The banded heater elements 822a, 822b may be configured to control or limit the level of moisture or humidity in the air channel 102 during use.
Data and control signals 140 may be communicated to and from system 800 with one or more electrical connectors and signal lines coupled to system 800. The air channel 102 includes one or more channel walls 104. The sides of the air channel 102 will normally be surrounded by walls 104, except at the open ends for the inlet air stream 112 and the outlet air stream 118. At least one particle detector 134 may be positioned along the wall 104 and configured so that the airborne particles, after being propelled transversely by the precipitation heat gradient produced by the precipitation heater element 132, may be detected by the particle detector 134.
While thermophoretic particle discriminators 130 are generally used as exemplary embodiments in the various descriptions contained herein, other detection devices and methods such as particle sensors that operate by laser light scattering are also possible and are not disclaimed by this disclosure. The embodiments described herein may operate with many different types of particle sensors. MEMS-based particle sensors and in particular an FBAR sensor or an addressable array of FBAR sensors are presented as a particular type of particle detector that may be used.
Air or other carrier gas may be drawn through the air channel 102 with an air movement device (not shown) generally positioned downstream of the outlet air stream 118 to generate the air stream 106. The air movement device may include a pump, blower, fan, turbine, motorized air intake device, bellows pump, membrane pump, peristaltic pump, piston pump, positive-displacement pump, rotary vane pump, Venturi device, airflow management device, or other air drawing means for moving or drawing air through the air channel 102. In some implementations, the air velocity of the inlet air stream 112 in the system 800 may be adequate without requiring active airflow generation by using a passive airflow mechanism such as an ambient air flow, an ambient pressure drop across the length of the air channel, or a convective heat process.
Particulate filters (not shown) and protective screens may be used upstream of the particle concentrator 120 to filter out particularly large particles and to protect the air channel 102 from accumulating undesirable debris. In some implementations, a size-selective particle filter or a size-selective input device may be included as part of the inlet 110 or placed upstream of the inlet 110. In some implementations, the walls 104 of the air channel 102 may be mechanically supported and mounted in a way that provides for improved thermal isolation. In some implementations, the air channel 102 may be suspended in an aerogel that provides good mechanical robustness and good thermal isolation.
Various heat spreaders, stub heaters, heat shunts, and heat sinks may be combined with one or more multi-tapped thin-film heater elements and control electronics to generate the desired thermal gradients in the air channel for focusing, concentrating, deflecting and collecting particles in the air stream. Thermal potential wells generated in the air stream with control of the thermal fields from the various heat spreaders, stub heaters, heat shunts, heat sinks, heater segments, and heater elements can effectively garner and capture particles in the air stream 106 for detection and analysis.
The particle detector 134 may include one or more of a bulk acoustic wave (BAW) resonator, a thin-film bulk acoustic wave resonator (FBAR), a solidly mounted resonator (SMR), a quartz crystal microbalance (QCM), a wall-mounted particle detector, a time-of-flight detector, a resonant sensor, a capacitive sensor, an infrared sensor, an optical sensor, a UV sensor, or a particle mass detector. In some implementations, the particle detector may include a one-dimensional or two-dimensional array of such sensors, or more than one type of particle sensor. The particle detector may be positioned on or near a wall of an air channel 102 and may be arranged under or near a heater element 132 of a particle discriminator 130. In some implementations, particles in a selected particle size range may be deflected and collected on a surface 136 of the particle detector 134. The particle detector 134 may be used to determine an effective mass and other properties of the particles collected on the surface such as an aerosol mass concentration estimate.
In the implementation of
Thermophoretic particle detection systems may include one or more flex-based wall-mounted heater elements such as that shown in
When heater elements 122a, 122b on opposite sides of the particle concentrator 120 are heated, thermal gradients are generated throughout the air channel 102, which in turn generate thermophoretic forces 1126a, 1126b that are perpendicular to isothermal lines 1124a, 1124b and point generally in the direction of the steepest negative thermal gradient. Particles in the air stream 106 may be directed away from a periphery of the air channel 102 in the particle concentrator 120 and towards an interior region of the air channel 102.
When heater elements 132 on one side of the particle discriminator 130 are heated, thermal gradients are generated throughout the air channel 102, which in turn generate thermophoretic forces 1136a, 1136b that are perpendicular to isothermal lines 1134a, 1134b and point in the direction of the steepest negative thermal gradient. Particles in the air stream 106 within the air channel 102 may be directed away from an interior region of the air channel 102 in the particle discriminator 130 towards a periphery of the air channel 102.
As shown in
One or more of the heater wires 1322a, 1322b, 1322c of heater elements 122a, 122b may be angled with respect to the air channel 102 in an inward direction along the air channel 102 and towards an interior region of the air stream 106. The thermophoretic heater elements 122a, 122b are configured to thermophoretically force airborne particles in the air channel 102 away from the periphery and towards an interior region of the air channel 102 and air stream 106. The thermophoretic heater elements 122a, 122b allow focusing of particles in the inlet air stream 112 into a tighter beam of particles with higher particle concentration. Some of the dimensions of the air channel 102 in the region of the particle concentrator 120 may be narrowed to further direct the particles into a narrower beam.
System 1300 includes a particle discriminator 130 with at least one heater element 132 and at least one particle detector 134 positioned on a lower wall 1312 downstream of the particle concentrator 120 to collect and detect particles in the air stream 106. Heater element 132 may include a heater wire 1332 suspended in the air channel 102 with heater posts 1336a, 1336b. The dimensions of the walls 104 within the particle discriminator 130 may be narrowed to further concentrate the particles and to increase the magnitude of the thermal gradient that results in an increase of the thermophoretic forces acting on the particles. In some implementations, dimensions of the channel walls 104 in other directions may be widened to slow the speed of airborne particles and allow more time for the thermophoretic heater elements 132 to force and deflect the particles onto the particle detector 134.
In some implementations, the three-dimensional structure of the air channel 102 and/or the configuration of the various individually controlled focusing heaters and precipitation heaters may include individually controlled focusing and precipitating heaters located on the top, bottom, and sidewalls of the air channel 102 to produce a more versatile type of airflow particle detecting device. This device may be reconfigured according to local conditions and particle monitoring objectives. Such reconfiguration may be facilitated by use of suitable processors and control software to control the operation of the various heater elements, particle detectors, and airflow management devices. The effective shape of the flow channels constraining the particulate matter may be programmable to allow compensation for changes in various environmental variables such as air pressure, temperature, and humidity.
The application of an external force such as centripetal force, can, in some implementations, be used to improve the ability to differentiate and discriminate between different particle sizes.
Prior to entering the centrifugal particle separator stage 1660, particles may be concentrated in an interior region that is somewhat offset from a centerline of the air channel 102 in the centrifugal particle separator stage 1660. The thermophoretic particle concentrator 120 may have heater elements 122a, 122b with heater segments 1622a, 1622b, 1622c configured to force particles in the air stream 106 towards an interior region that is offset from the centerline of air channel 102 within the particle concentrator 120 to utilize more of the air channel 102 in the centrifugal particle separator stage 1660. To force particles towards an interior region offset from the centerline, heater segments 1622a and 1622c may be extended in a direction parallel to the air channel 102 and air stream 106 with heater segment 1622c positioned closer to a centerline of the air channel 102 in the particle concentrator 120 and heater segment 1622b extended in a direction that is angled with respect to the air stream 106.
The thermophoretic particle concentrator 120 includes an air channel 102 between channel walls 104 having a first open end for an inlet air stream 112 and a second open end for an outlet air stream 118. The air channel 102 is enclosed by channel walls 104 extending from at least the first open end to the second open end. Two or more heater elements 122a, 122b each having at least one heater segment 1722a may be positioned between the first open end and the second open end and near a periphery of the air channel 102. The cross-sectional geometry of the air channel 102 and channel wall 104 perpendicular to the air stream 106 is rectangular, and at least two heater elements 122a, 122b having at least one heater segment 1722a are positioned on two opposing sides of the channel wall 104. The heater segments 1722a of heater elements 122a, 122b extend along the channel wall 104 in a direction substantially parallel to the air stream 106.
The particle discriminator 130 including heater element 132 and particle detectors 134a, 134b, 134c is coupled to the air channel 102 in a direction downstream from the particle concentrator 120. The width of the air channel 102 increases and the height of the air channel 102 decreases in the downstream direction within the particle discriminator 130, allowing the airstream velocity and particle velocity to slow and the thermal gradient to increase in the vicinity of the particle detectors 134 compared to a cross-sectional geometry of constant dimensions. Extended heater segments 1732a of heater element 132 extend in a direction nominally parallel to the air stream 106 and are configured to retain or further concentrate particles in an interior region of the air stream 106, even as the air channel 102 widens. Heater segment 1732b of heater element 132 extends in a direction nominally perpendicular to the air stream 106 near the particle detectors 134a, 134b, 134c to allow deflection, collection, detection and analysis of particles in the air stream 106. The cross-sectional geometry of the air channel 102 within the particle discriminator 130 such as the channel height may be narrowed as the air stream 106 traverses the particle discriminator 130. The narrower region of the air channel allows less distance between the heater segments 1732b and the particle detectors 134a, 134b, 134c, which may result in a higher thermal gradient and a larger thermophoretic force to be generated on particles traversing the narrowed region.
In operation, smaller particles 1714a, 1714b that are concentrated in the particle concentrator 120 may be deflected in the particle discriminator 130 by thermal gradients generated by heater segments 1732a, 1732b of heater element 132 and collected on a surface of a particle detector 134a. Larger particles 1714c, 1714d that are concentrated in the particle concentrator 120 may then be deflected by thermal gradients generated by heater segments 1732a, 1732b of heater element 132 and collected on a surface of a particle detector 134b or particle detector 134c. Controlling the velocity of the air stream 106 and the thermal gradients generated in the particle discriminator 130 allow for selective deflection and collection of particles in a particular particle size range onto a surface of one of the particle detectors 134a, 134b, 134c.
As particulate matter collects over time on the surface of the particle detectors, the particulate matter may form non-uniform deposition profiles, such as a wedge where one side of the deposition may be thicker than the other or an island where particles collect in a localized region of the detector surface. Wedge-shaped non-uniformities in the thickness of the coated material on the surface of a resonant-based sensor may cause a premature degradation of the device performance by reducing the quality factor or resonant Q of the sensor. A loss of quality factor from the non-uniform deposition of particulate matter may be related to energy trapping in the resonator, where tapered geometries guide trapped acoustic energy out of the resonator. Island formation may also lead to a loss in the quality factor, as mass-loaded regions of the resonator tend to vibrate at a lower frequency than non-loaded regions. Non-uniform mass loading and Q degradation may hamper the minimum level of detection and reduce the sensor lifetime.
A particle detector 134 positioned on the peripheral wall 104 of the air channel 102 may be configured to collect particles 1814 deflected from the interior region of the air stream 106. Heater elements 132, 1832a and 1832b may be configured to allow scanning of the deflected particles 1814 onto a surface of the particle detector 134. The scanning may spread the particles throughout the surface of the particle detector 134 to increase particle collection uniformity and extend a lifetime of the particle detector 134. In some implementations, the thermal gradients may be selected to deflect particles 1814 in a selected particle size range onto a surface of the particle detector 134.
A thermophoretic particle concentrator 120 fluidically coupled to the particle discriminator 130 may include heater element 122a and heater element 122b disposed on opposing walls 104 of the air channel 102. Heater element 122a and heater element 122b may be configured to cooperatively force particles 1814 in the air stream 106 towards the interior region of the air stream 106. The thermophoretic particle concentrator 120 may be positioned in an upstream direction of the air stream 106 with respect to heater elements 132, 1832a and 1832b of the thermophoretic particle discriminator 130.
System 1800 may include a controller electrically coupled to heater elements 132, 1832a and 1832b and configured to control power to each of the heater elements 132, 1832a and 1832b to allow scanning of the deflected particles 1814 towards the peripheral wall 104 and to deflect particles 1814 in a selected particle size range onto a surface of a particle detector 134. The particles 1814 may be deflected with a thermal gradient generated by a combination of heater elements 132, 1832a and 1832b. Smaller particles in the air stream may be selectively deflected away from the interior region and towards a periphery of the air stream 106 at a different rate than larger particles in the air stream. The controller may be electrically coupled to heater elements 122a, 122b in the particle concentrator 120 to concentrate the particles 1814 in air channel 102.
Heater taps 1928a through 1928n provide electrical connections to the various heater segments in heater elements 122a, 122b for selective application of electrical power to allow control over the heat generated by each heater segment and the thermal gradients generated in the air channel 102. Controlling the velocity of the air stream 106 and the thermal gradients generated in the particle concentrator 120 and the particle discriminator 130 allows for selective concentration, deflection, and collection of particles 114 onto a surface of one of the particle detectors 134a, 134b, 134c. The multi-tapped heater elements 122a, 122b allow continuous heater segments, local temperature zone control, a configurable temperature profile, reduced electrical leadout requirements, and a flexible target particle response. In some implementations, multi-tapped heater elements 122a, 122b may comprise a thermally isolated wall-mounted thin-film heater element with a polymeric barrier layer that serves as a channel wall for the air channel 102. In some implementations, one or more heater segments of heater elements 122a, 122b may be modulated with a varying voltage to allow controlled scanning of particles 114 in a longitudinal direction or a lateral direction with respect to the air stream 106 so that particles of a selected particle size range may be collected on one of the particle detectors 134a, 134b, 134c. Modulation of voltages applied across stub heater segments 1922e and to deflection heater segments 1932a, 1932b, 1932c may aid in particle selection, deflection, fractionation, detection and collection uniformity improvements.
Scanning of particles in the air channel 102 may be performed by modulation of voltages applied across one or more heater segments 1922a, 1922b, 1922c, 1922d, 1922e, 1932a, 1932b, 1932c. Varying the voltage across any of the heater segments varies the generated thermal gradients and causes the particles 114 in the air stream 106 to move accordingly. For example, scanning the particles laterally across the air channel 102 may be achieved by modulating the heater voltages applied to heater segments on one side or the other of the air channel to push the particles in one lateral direction or the other in response to the modulated thermal gradient. Scanning the particles longitudinally in the direction of the air stream 106 may be achieved by modulating the heater voltages applied to heater segments on the top side or bottom side of the air channel 102 to produce more or less deflection force on the particles, resulting in an earlier or a later impact with the channel wall and particle detectors 134a, 134b, 134c attached thereto. Scanning the particles longitudinally allows particles in a selected particle size range to be deflected towards a peripheral wall 104 of the air channel 102 and onto a surface of a particle detector 134a, 134b, 134c where the particles may be collected and analyzed.
The service lifetime of thermophoretic particle detection system 1900 may be extended by controlling and limiting the amount of particulate matter collected on the surface of the particle detectors 134a, 134b, 134c. For example, particle detector 134a may be operated in conjunction with overlying deflection heater segment 1932a to collect particulate matter while particle detectors 134b, 134c and associated heater segments 1932b, 1932c remain in an off condition. After a selected time period of seconds, minutes, hours or days depending on the application, particle detector 134a and deflection heater segment 1932a may be turned off and particle detector 134b with deflection heater segment 1932b may be turned on and put into operation. After another selected time period, particle detector 134b and deflection heater segment 1932b may be turned off and particle detector 134c with deflection heater segment 1932c may be put into operation, and so forth. In this manner, the power applied to each of the heater segments 1932a, 1932b, 1932c may be controlled to allow scanning of the deflected particles toward a peripheral wall and onto a surface of the particle detectors 134a, 134b, 134c. The power applied to one or more of the heater segments 1922c, 1922d or 1922e may be controlled to deflect particles in a lateral direction along the peripheral wall. In some implementations, the incremental change in the resonant frequency or the shift in frequency from a baseline value for resonant-based particle detectors may be used to determine which pair of particle detectors and heater segments are operated and for how long.
One or more particle detection modules 2130 for detecting particles in an air stream may include an inlet air stream 112 for incoming sample air and an outlet air stream 118 for outgoing air. The particle detection module 2130 may include one or more inlets, thermophoretic particle concentrators, and thermophoretic particle discriminators. The air stream within the particle detection module 2130 may be encompassed by the walls of an air channel extending from a first open end for the inlet air stream to a second open end for the outlet air stream. The particle detection module 2130 may be connected to controller 2110 via communications bus 2140 or other dedicated control and/or data lines. Controller 2110 may send control signals to control the power applied to various heater elements coupled to the air stream in the particle detection module 2130. Controller 2110 may be coupled to one or more air movement devices for controlling the movement of air through the air channel.
In some implementations, controller 2110 may provide one or more control signals to particle detection module 2130 to generate and adjust thermal gradients in the air stream. For example, thermal gradients in the air stream may be adjusted by adjusting power applied to one or more heater elements that generate the thermal gradient or by adjusting an airstream velocity of the air stream in the air channel.
In some implementations, the power (e.g. electrical power) to the heater elements may be duty cycled (turned on and off) to extend the lifetime of system components. In many use cases, the time constant associated with any significant change in particulate matter concentration is on the order of tens of seconds to minutes or hours or more. Since air quality measurements may only be needed to be conducted once every few seconds or few minutes, or every few hours, there may be extended periods of time during which sampling of particulate matter may be turned off.
Air may be drawn through the air channel, as shown in block 2210. The drawn air may generate the air stream within the air channel. Air may be drawn through the air channel using any one of a variety of air movement devices such as a pump, blower, fan, turbine, motorized air intake device, bellows pump, membrane pump, peristaltic pump, piston pump, positive-displacement pump, rotary vane pump, Venturi device, airflow management device, or other air drawing means for moving or drawing air through the air channel. Drawing air through the air channel may be performed with a duty cycle corresponding approximately with the duty cycling of the heater elements.
Thermal gradients may be generated within the air channel, as shown in block 2215. Heat from electrical power applied to the heater elements combined with airflow profiles and air channel geometries generate one or more thermal gradients within the air channel, resulting in thermophoretic forces on particles in the air stream directed mainly towards the interior or center of the air stream.
Particles in the air stream may be forced away from the periphery of the air channel and towards an interior region of the air channel with the thermophoretic force generated by the thermal gradient to concentrate the particles in an interior region of the air stream, as shown in block 2220. Aerosol particles introduced into the inlet of the air channel may be distributed somewhat randomly throughout the cross-sectional area of the air stream. Action by the thermophoretic particle concentrator may reduce the physical cross-section and narrow the distribution of the particles flowing in the air stream as the air stream and the particles traverse the particle concentrator through the use of controlled thermal gradients. Particle concentration may be achieved through the use of opposing thermophoretic forces aligned with respect to one or more axes of the air channel.
The generated thermal gradients are dependent in part on the loss of heat into the air stream. The air stream in the air channel may exhibit a velocity gradient as a function of distance from the channel wall and length down the channel. Since the amount of heat removed is a function of the local velocity of air in the air stream, the generated thermal gradients are functionally dependent on the airstream velocity profile.
Particles concentrated in the air stream may be detected, as shown in block 2225. In some implementations, particles may be detected by deflecting the particles with generated thermophoretic forces to direct particles in the air stream away from the interior region of the air channel and towards one or more particle detectors positioned on a wall of the air channel, where the particles may be collected on a surface of the particle detector and cause a change in a resonant frequency of the particle detector in response to the mass loading on the surface. In some implementations, the change in resonant frequency over a fixed time may be determined as an indication of the effective mass added onto the surface of the particle detector. In some implementations of particular benefit in environments with a large particulate matter concentration, an adaptive cycle may be used that measures the time to deposit particulate matter on a resonant-based particle detector for a predetermined frequency shift. The system may use at least one processor and be under software control so that when the air particle density is high, the unit may sample less frequently in order to extend the lifetime of the sensor.
In some implementations, the thermal gradients in either the particle concentrator or the particle discriminator may be modulated by modulating the power to the associated heater elements. Modulation of the thermal gradients may spread out the deposition of particles on the particle detectors to avoid non-uniform deposition and to extend the lifetime of the particle detectors.
The detected particles in the air stream may be analyzed, as shown in block 2230. One or more algorithms may be applied to detect the frequency shift of the resonant particle detector. The algorithm may apply calibration coefficients and various model parameters to determine an effective mass of the particles collected on the surface of the particle detector and to generate an aerosol mass concentration estimate for the sampled air. In some implementations, the aerosol mass concentration may be estimated for one or more selected particle size ranges.
The concentrated particles may be deflected from the interior region of the air stream towards a peripheral wall with one or more heater elements in the particle discriminator, as shown in block 2310.
Power may be controlled to each of the heater elements in the particle discriminator to allow scanning of the deflected particles towards the peripheral wall, as shown in block 2315. The temperature of individual heater elements or heater segments may be modulated as a function of time to achieve a more uniform particle coating. Alternatively, arrays of heaters may be employed in either the thermophoretic concentrator or the thermophoretic discriminator where individual heaters are alternately dithered or turned on and off to achieve the desired deposition profile onto the detector surface.
The concentrated particles may be scanned in a lateral or longitudinal direction along the peripheral wall, as shown in block 2320. To raster the particles in the lateral direction perpendicular to the air stream, the temperatures of heater elements in the thermophoretic concentrator may be controlled to displace the focused particle beam in the positive or minus lateral direction. For example, the temperature of one focusing heater may be higher than a second focusing heater or vice-versa, or the temperature difference between opposing heater elements may be modulated. The heater elements of the thermophoretic concentrator may include a single element or an array of heater elements. In the case of a precipitation heater that is composed of an array of heater elements, rastering in the lateral direction may require activation of individual heater elements or groups of heater elements at different lateral positions with respect to the center axis of the particle detector. Rastering in the longitudinal direction parallel to the air stream may be accomplished by modulating the temperature of the precipitation heater as a function of time so that the beam of particulate matter is swept back and forth along the detector surface in the longitudinal direction. In the case of a precipitation heater composed of an array of heater elements, heater elements aligned in the longitudinal direction may be switched on and off so that the thermophoretic gradient and the particulate matter deposited onto the detector surface is swept back and forth in the longitudinal direction.
The deflected and scanned particles from the interior region of the air stream may be collected on a surface of a particle detector positioned on the peripheral wall, as shown in block 2325. Power to the heater elements may be controlled to deflect and collect particles in a selected particle size range onto the surface of the particle detector. The deposition of particulate matter via thermophoresis may cause a tapered film deposition or island depositions on the surface of the particle detector. The temperature of one or more segments of the precipitation heater may be modulated such that the particle deposition for each particle size is periodically shifted forward and backward along the length of the detector surface and laterally across the detector surface to provide a more uniform coating of particulates and to increase the lifetime of the particle detector.
A system for analyzing particles may include means for concentrating particles in an interior region of an air stream, means for deflecting the concentrated particles in the interior region of the air stream towards a peripheral wall, and means for scanning the concentrated particles in a lateral direction along the peripheral wall. The system may include means for collecting the particles deflected from the interior region of the air stream on a surface of a particle detector positioned on the peripheral wall and means for controlling power to allow scanning of the deflected particles towards the peripheral wall and to deflect particles in a selected particle size range onto a surface of a particle detector.
Non-transitory computer-readable medium may store computer-readable program code to be executed by at least one processor for analyzing particles in an air stream including instructions to cause concentrating particles in an interior region of an air stream, deflecting the concentrated particles in the interior region of the air stream towards a peripheral wall, and scanning the concentrated particles in a lateral direction along the peripheral wall.
Although the various blocks and steps described in the above process flows and methods are intended to be representative, the steps and the order of the steps may be altered and still remain within the scope, spirit and claims of this disclosure. Variations in the steps and the order of the steps may be made without loss of generality, such as performing one step before another or combining two or more steps into one step.
While various implementations have been described above, it should be understood that the implementations have been presented by way of example and not limitation. The breadth and scope of the present disclosure should not be limited by any of the implementations described above but should be defined in accordance with the following claims, subsequently submitted claims, and their equivalents.
This patent application claims priority to U.S. Provisional Patent Applications 62/586,130; 62/586,134; 62/586,141; 62/586,148; each filed on Nov. 14, 2017; the entire contents of these applications are each hereby incorporated herein by reference.
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| Number | Date | Country | |
|---|---|---|---|
| 20190145873 A1 | May 2019 | US |
| Number | Date | Country | |
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| 62586143 | Nov 2017 | US | |
| 62586148 | Nov 2017 | US | |
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| 62586130 | Nov 2017 | US |
