SENSOR PANEL
20250321146 ยท 2025-10-16
Inventors
- SIMON KIERSEY (BARNA, IE)
- Gavin CORLEY (Ennis, IE)
- CHRISTOPHER MURPHY (DUBLIN, IE)
- Adam Collins (Galway, IE)
Cpc classification
G01K1/20
PHYSICS
International classification
G01K13/20
PHYSICS
G01K1/20
PHYSICS
Abstract
A panel for a skin inspection device is described. The panel comprises a substrate; an array of temperature sensors; an interlayer comprising a material for thermally insulating the temperature sensors from the substrate.
Claims
1. A panel for a skin inspection device, the panel comprising: a substrate; an array of temperature sensors; an interlayer comprising a material for thermally insulating the temperature sensors from the substrate.
2. The panel as claimed in claim 1, wherein the interlayer is at least partially transparent.
3. The panel as claimed in claim 2, wherein the interlayer has an optical absorption coefficient between 0.02 cm.sup.1 to 0.5 cm.sup.1 at a light wavelength of 587 nm.
4. The panel as claimed in claim 1, wherein the interlayer has a sufficiently low thermal conductivity value, k.
5. The panel as claimed in claim 4, wherein the interlayer has a thermal conductivity k in the range 0.02 W/mK to 0.3 W/mK.
6. The panel as claimed in claim 1, wherein the interlayer is of sufficient thickness to thermally insulate the temperature sensors from the substrate.
7. The panel as claimed in claim 6, wherein the thickness of the interlayer is in the range 0.05 mm to 5 mm.
8. The panel as claimed in claim 7, wherein the thickness of the interlayer provides sufficient thermal insulation whilst maintaining the transparency of the interlayer.
9. The panel as claimed in claim 1, wherein the interlayer comprises at least one of the following materials: silica aerogel, air, Polyurethane (PU) foam, and transparent polymers such as polystyrene, polypropylene, polyester, PETG, PET, PMMA.
10. The panel as claimed in claim 1, wherein the substrate is at least partially transparent.
11. The panel as claimed in claim 1, wherein the substrate is of a Young's Modulus of at least 40 GPa to support the weight of an adult.
12. The panel as claimed in claim 1, wherein the substrate comprises glass.
13. The panel as claimed in claim 1, wherein the substrate comprises tempered glass.
14. The panel as claimed in claim 1, wherein the array of temperature sensors are provided on a carrier layer.
15. The panel as claimed in claim 14, wherein the carrier layer is at least partially transparent.
16. The panel as claimed in claim 1, further comprising a pressure-sensitive mechanism.
17. The panel as claimed in claim 16, wherein the pressure-sensitive mechanism comprises a pressure-sensitive layer.
18. The panel as claimed in claim 17 wherein the pressure-sensitive layer comprises photoelastic material.
19. The panel as claimed in claim 18, wherein the photoelastic material has a refractive index which changes with applied pressure.
20. A skin inspection device comprising the panel as claimed in claim 1, the skin inspection device configured to measure at least the temperature of an area of skin of one or more body parts.
21. The skin inspection device of claim 20, wherein the presence of the interlayer reduces the difference between the actual temperature of the area of skin and the temperature of the area of skin as measured by the skin inspection device.
22. The skin inspection device according to claim 20, wherein said device may be configured to allow the calculation of a temperature difference between two or more body parts.
23. The skin inspection device of claim 22, wherein the temperature of the ambient environment of said device has no effect on the deduced temperature difference between the two or more body parts.
24. The skin inspection device of claim 23, wherein said device is configured to measure the temperature of the ambient environment and prevent temperature measurements if the ambient environment temperature is not within a predetermined range.
25. The skin inspection device of claim 24, wherein the predetermined temperature range may be around 10 C. to 40 C.
26. The skin inspection device of claim 24, wherein said device comprises means by which to measure the temperature of the panel.
27. The skin inspection device of claim 26, wherein said device is configured to prevent temperature measurements if the panel temperature is not within a predetermined range.
28. A method of manufacturing a panel for a skin inspection device, the method comprising: providing a substrate; providing an array of temperature sensors; providing an interlayer comprising a material for thermally insulating the temperature sensors from the substrate.
29. The method of claim 28, wherein the interlayer is at least partially transparent.
30. The method as claimed in claim 28, wherein the interlayer has a sufficiently low thermal conductivity value, k.
31. The method as claimed in claim 30, wherein the interlayer has a thermal conductivity k in the range 0.02 W/mK to 0.3 W/mK.
32. The method as claimed in claim 28, wherein the interlayer is of sufficient thickness to thermally insulate the temperature sensors from the substrate.
33. The method as claimed in claim 32, wherein the thickness of the interlayer is in the range 0.05 mm to 5 mm.
34. The method as claimed in claim 28, wherein the thickness of the interlayer provides sufficient thermal insulation whilst maintaining the transparency of the interlayer.
35. The method as claimed in claim 28, wherein the interlayer comprises at least one of the following materials: silica aerogel, air, Polyurethane (PU) foam, and transparent polymers such as polystyrene, polypropylene, polyester, PETG, PET, PMMA.
Description
BRIEF DESCRIPTION OF DRAWINGS
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DETAILED DESCRIPTION
[0060] The present disclosure will now be described with reference to some exemplary skin inspection devices. It will be understood that the exemplary skin inspection devices are provided to assist in an understanding of the teaching and is not to be construed as limiting in any fashion. Furthermore, elements or components that are described with reference to any one figure may be interchanged with those of other figures or other equivalent elements without departing from the spirit of the present teaching. It will be appreciated that for simplicity and clarity of illustration, where considered appropriate, reference numerals may be repeated among the figures to indicate corresponding or analogous elements.
[0061]
[0062] Preferably, the panel 102 may be supported on a housing 106 which may accommodate the components of the assembly 100 via interior 108. Typically, the housing 106 comprises a base 110 with sidewalls 112 which extend upwardly therefrom, defining the hollow interior region 108. Typically, within the hollow interior 108 are image capture devices (for example, cameras) 114 for capturing an image of the temperature sensors 104 and the foot in contact with the panel 102. At least one light source 116 is also optionally provided within the region 108. Said light sources may be LEDs, cathode lamps, electroluminescent coated materials and the like. Optionally, a CPU (not shown) may also be located in the hollow interior region 108 and is configured to control the operations of the device.
[0063] In some embodiments, the temperature sensors 104 may be provided on the panel 102 as printed, flexible electronic, and/or optical components. They may be printed directly onto the panel 102 or alternatively, printed onto a transparent overlay film such as Polyester or Polyethylene terephthalate glycol (PETG). Said layer may have a thickness of around 0.05 mm to 3 mm, for example. This may be subsequently attached to the transparent panel. However, it will be appreciated by those skilled in the art that the temperature sensors 104 may be provided on the panel 102 by any suitable means and comprising any suitable material and thickness. The temperature sensors 104 may be any suitable kind, such as, but not limited to, contact/non-contact sensors, Resistance Temperature Detectors (RTDs), thermocouples, thermopiles, thermistors, semiconductors, microbolometers, where an electrical property (voltage, current, resistance etc) may change with temperature. Alternatively, materials such as thermochromic liquid crystals (TLCs) may be used, wherein a visible property (such as hue, saturation, value etc.) changes with temperature.
[0064] In preferred embodiments, the temperature sensors 104 are provided on an upper side of the panel 102. This allows that the sensors 104 easily contact the region of the body under inspection (e.g., the sole of the foot).
[0065] Preferably, the sensors 104 are positioned such that the image capture devices 114 are provided with maximum visibility through the panel 102. The sensors may be connected via connection wires or traces. Preferably, the sensors 104 and connection wires are arranged to provide maximum visibility through the panel 102 to the image capture devices 114.
[0066] Typically, for TLC sensors, the change in visible property corresponding to a change in temperature may be detected optically and hence connection wires or traces are not required.
[0067] Preferably, the sensors 104 are designed to provide maximum visibility through the panel 102 to the image capture devices 114.
[0068] In an exemplary embodiment, the sensors 104 are arranged in a grid with a pitch in a range of about 0.5 cm.sup.2 cm, to provide adequate resolution to record the skin temperature. It is not intended to limit the present disclosure to the exemplary grid configuration described herein as a grid with alternative pitch ranges is also envisaged.
[0069] In preferred embodiments, panel 102 has sufficient strength to support the weight of an adult human.
[0070] Further, as the foot has various contours, for example the arch, the entire sole of the foot may not be in contact with the temperature sensors 104. In order to improve the contact between the temperature sensors 104 and the foot, the panel 102 may be manufactured from a flexible or resilient material that conforms to the shape of the sole of the foot. A material such as clear silicone may be used as it is both resilient and optically transparent. For example, the panel may conform to match the shape of the arch of the user's foot. This would allow more contact with the temperature sensors. In an exemplary arrangement, the panel may include one or more formations for engaging with the foot in order to enhance the area of the foot that is in contact with the temperature sensors 104. For example, the one or more formations may include one or more indentations or one or more projections or a combination of indentations and projections. It is not intended to limit the present teaching to silicone as other materials with similar properties may be used as would be understood by those skilled in the art. The temperature sensors 104 may be printed onto this layer in the same fashion as outlined above.
[0071] In preferred embodiments, panel 102 is sufficient strength to support the weight of an adult human.
[0072]
[0073] Additionally, a protective layer 203 may also be provided to protect the sensors from damage by various means such as mechanical abrasion, or contact with potentially damaging material such as water, oils, solvents, etc. The protective layer may also filter potentially harmful electromagnetic waves, for example ultraviolet (UV) light. The protective layer 203 may be bonded to the sensor layer 202 using an adhesive layer 205. Further aspects of a panel according to
[0074] Preferably, the panel 102 is transparent such that the temperature sensors 104 and the body part under inspection (e.g., a foot) are in view to the image capture devices 114. Therefore, as described above, the substrate 200 preferably comprises a material which is both strong (such that it can support the weight of the user) and transparent or substantially transparent. Preferably, the substrate also comprises material which can act as a chassis or foundation to position and support the temperature sensors in a location which ensures sufficient thermal contact with the body part under inspection, preferably whilst providing visibility of the soles of the feet. Further, in some embodiments, e.g., where the temperature sensors may be in the form of TLCs, preferably the relative movement of the TLC sensors and the image capture devices is minimised. This is advantageous as TLC material is typically iridescent, meaning the observed visible property (e.g., hue, saturation, value etc.) is not just a function of the material temperature, but also the angle of observation and angle of illumination. Therefore, the relative movement may induce an observed change in hue in a TLC sensor which is not related to a change in temperature. The transparent panel 102 may be a rigid material such as glass; a composite; polycarbonate or other plastics material, or the like. Typically, a material suited to these criteria is glass, and preferably, tempered or thermally toughened glass. Tempered glass typically has a Young's Modulus of around 70 GPa. Glass also is of high optical transmission (>90% depending on the thickness) in the visible spectrum. Other typical properties of thermally tempered soda-lime glass are shown in Table 1 below.
TABLE-US-00001 TABLE 1 Density (p) 2390-6190 kg/m.sup.3 Thermal conductivity (k) 0.9-1.2 W/m .Math. K Specific Heat (c) 420-860 J/Kg .Math. K
[0075] The following description outlines the rationale for choosing particular materials to comprise the substrate 200. Glass, and in particular, tempered glass, is a particularly suitable substrate 200 as it is readily available, has a high Young's Modulus value, and high visible transparency. Typically, tempered glass is formed by uniformly heating a glass sheet to a temperature above the glass transformation temperature, where it begins to flow. It is then rapidly cooled by air jets. The air jets cool the outer surface quickly and returns the material to its glass state. The centre of the material cools some time later, and as the volume reduces it pulls on the now rigid outer surfaces. This pulling force causes the outer surface of the tempered glass to be compressed. The compressive force on the surface of the glass reduces crack and defect formation, giving a strong material with a Young's Modulus of approximately 70 GPa. However, other materials may be used, such as ceramics may be used which typically have a Young's Modulus of 40 GPa or above. The applied compressive force also improves the safety of the device, because if the glass is cracked, the compressive force is suddenly released, causing the panel to break into small shards which are less likely to cause bodily injury when compared to large pieces of glass.
[0076] For the purposes of illustration of the strength of the glass substrate, one may calculate the deflection of the panel (e.g., panel 102) using beam theory. This theory assumes that the panel is loaded uniformly and simply supported (e.g. supported at the ends). In practice the panel is not uniformly loaded and the panel is not supported exactly at each end, however these assumptions are to allow illustration of the general trends. The deflection () of a uniformly loaded rectangular beam under a constant load is given by the Euler-Bernoulli Beam formula:
[0077] Where q is the load per unit length, L is the beam width, t is the beam thickness, and E is the Young's Modulus of the material.
[0078] In preferred embodiments, the substrate 200 may be positioned below the temperature sensor layer 202, such that the sensor layer may be in direct contact with the body part under inspection. Alternatively, however, the sensor layer 202 may be positioned below the substrate 200. In such an arrangement, the substrate in turn may comprise a material which is transparent to infrared (IR) radiation, or contain openings to allow IR radiation to pass through to the sensors 104.
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[0082] Returning to
[0083] The present invention aims to remedy this effect by introducing a means for thermally isolating the sensors 104 from the substrate 200. In some embodiments, said means comprises an interlayer to thermally insulate the sensors from the substrate. Alternatively, the substrate 200 itself may comprise a material with thermal properties to reduce the heat flux to the substrate (e.g., a material with a lower thermal conductivity, k).
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[0085] Transparent polymers such as Polycarbonate, Polymethyl methacrylate (PMMA/Acrylic) and the like may be suitable as they are transparent with low thermal conductivity.
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[0087] Advantageously, the interlayer 206 may also be made from a high optical transparency material with a low thermal conductivity such as polyester, polycarbonate, PETG or other similar materials.
[0088] The interlayer 206 may be affixed to the substrate 200 using an OCA layer 205, and the sensor layer 202 may be affixed to the interlayer in the same manner. As the interlayer 206 creates a low heat flux 211 into the substrate 200 negative the heat sink effect 212 of a high thermal conductivity substrate material, advantageously this means materials high thermal conductivity materials may be used for the substrate 200. Referring again to
[0089] To explore the various options for selecting a suitable interlayer material, and the influence of the interlayer on temperature measurements, the following paragraphs set out the factors relevant to the measurements to be taken by the device, and the specific physical and thermological processes which are taking place.
Influence of Ambient Temperature
[0090] The device temperature will track the ambient temperature of the environment unless there is a sudden change ambient temperature. The small thermal mass of the device will take on the order of several hours to equalise with ambient temperature in the case that there is a sudden change (e.g. a heat source nearby to the device is activated). All elements in the device will track ambient temperature, including the glass substrate, the temperature sensors and any other layers in the sensor panel. Consequently, in the discussion in this disclosure an assumption is made that device temperature (temperature of every element in the device) is equal to ambient temperature prior to the object making contact. For clarity, when the term ambient temperature is used (T.sub.Ambient), this also refers to the initial temperature of the system (device, substrate, temperature sensors) prior to the foot making contact, unless stated otherwise.
[0091] When the object under inspection makes contact with the panel 102, the sensor layer temperature will begin to change towards the temperature of the object. As the sensors 104 in this case are either directly or indirectly mated to a substrate 200, the rate of this change, and the magnitude of this change will be influenced by the thermal properties of the substrate 200.
Forms of Heat Transfer
[0092] Exchange of thermal energy through physical systems may be in the form of conduction, convection and/or radiation. The dominant mechanism for heat transfer in the panel is usually thermal conduction. Convection occurs in liquids and gases and so is not considered for the illustrations of this example. Thermal radiation from the sensor panel is usually negligible. For example, the power output in the form of thermal radiation from a body is given by the Stefan-Boltzmann law:
[0093] Where P is power (measured in Js.sup.1), A is the surface area of the object (measured in m.sup.2), is the Stefan-Boltzmann constant (5.6710.sup.8 Js.sup.1m.sup.2K.sup.4), is emissivity of the object (which is a measure of how well it radiates) and T is the temperature (in Kelvin). As an illustrative example, if the glass is at 35 C., with an area of 0.32 m.sup.2 (where we are accounting for radiation from both sides of the glass) and of emissivity 0.9, the energy lost through radiation every second is 0.246 J. This is approximately a factor of 1000 smaller than the energy lost through conduction from the sensor layer 202 to the substrate 200 over the relevant timescales.
[0094] In construction and automotive applications, heat is usually lost by emission of IR radiation through the glass pane. Glass has a high emissivity (0.9) resulting in significant heat loss in a space enclosed by glass over a timescale of several hours. A transparent, metallic, low emissivity coating is applied to the glass to reduce the heat loss through radiative emission. This is known as low-emissivity or low E glass. This is distinct from the problem addressed in the present disclosure, where heat is considered to be lost typically through conduction.
Heat Conduction Through the Interlayer
[0095] Heat flux () from the temperature sensors into the glass substrate is governed by the heat flux equation:
[0096] Where k is the thermal conductivity, T is the temperature, x is the distance over which the temperature is measured, and so dT/dx is the temperature gradient across the foot and the panel. To minimise the flow of thermal energy from the sensor layer into the glass substrate, one or both parameters (k and dT/dx) is preferably minimised. The temperature gradient could be minimised by warming/cooling the panel so that it is closer to the patient's foot temp prior to use. However, the practical implementation of this may be challenging, while also requiring knowledge of the foot temperature, which is what is being measured by the device. Therefore, preferably, the thermal conductivity is reduced instead.
[0097] The actual temperature distribution across the foot and sensor panel over time can be determined by relating the heat flux with the density and specific heat capacity (the heat required to raise the temperature of a unit mass of the material by a certain amount, usually 1 C.) of the material. This is known as the heat equation:
[0098] Where T is the substrate temperature, c is the specific heat capacity, is the material density, and k is the thermal conductivity.
Finite Element Analysis
[0099] Analytical solutions for the heat equation exist only for some simple boundary conditions. The finite element method is a numerical method for solving partial differential equations (e.g. the heat equation) which would otherwise be difficult, if not impossible, to solve analytically. To calculate the temperature distribution occurring in the sensor panel when in use, an exemplary 1D Finite Element (FE) model was developed. This allows impact of changes to the thickness and thermal properties of the interlayer on the sensor layer temperature to be deduced.
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[0101] The heat equation was solved for time intervals up to 60 seconds. The material parameters (excluding the foot layer 204) were varied systematically to identify the relationship between the material parameters and the temperature in the sensor layer 202. The results of the FE analysis of the temperature of the sensor layer 202 are described with reference to
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[0104] While not explicitly shown in the Figures, it was found that the density and the specific heat capacity of the interlayer material also have an effect. Decreasing the density of the material reduced the difference T.sub.ActualT.sub.Measured. Decreasing the specific heat capacity, c, was also found to reduce the difference T.sub.ActualT.sub.Measured. Optionally therefore, a material comprising the insulating layer (e.g., the interlayer or substrate) may comprise a material with either or both of these properties. However, the dependency of the error (or T.sub.ActualT.sub.Measured) on either of these parameters was found to be less notable than the dependency on thickness/thermal conductivity.
[0105]
[0106] Another factor of interest is the time taken for the sensor layer 202 to reach an acceptable level of thermal equilibrium, whereby the rate of change of the sensor temperature with time (dT/dt) is within an acceptable range. In preferred embodiments, the range of dT/dt may be around 0.2 C./s or lower. Further, the rate of change in sensor temperature may be related to the scan time, which is the time required to read from all temperature sensors 104. The more quickly the panel reaches thermal equilibrium, the more quickly the measurement may be completed. A shorter scan time may mean a higher acceptable dT/dt value. For example, the acceptable threshold of dT/dt for a 5 s scan time may be 0.2 C./s, and for a 10 s scan time this may be 0.1 C./s. It is desirable to minimise the wait time for the user. Incorporating an interlayer 206 into the panel assembly reduces this wait time by reducing the time it takes to reach thermal equilibrium. This effect is shown in
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[0108] Table A reiterates the data in
TABLE-US-00002 TABLE A Impact of Interlayer on T.sub.Measured for fixed T.sub.Ambient and varying T.sub.Actual T.sub.Measured with T.sub.Measured without T.sub.Ambient T.sub.Actual Interlayer Interlayer ( C.) ( C.) ( C.) ( C.) 20 18 18.6 19.2 20 19 19.7 19.6 20 20 20.0 20.0 20 21 20.7 20.4 20 22 21.4 20.8
[0109] Further to this analysis, Table B demonstrates the effect of changing T.sub.Ambienton T.sub.Measured. The table shows that T.sub.Measured is dependent T.sub.Ambient, in that a higher ambient temperature results in a higher measured foot temperature. As with the results in Table A the inclusion of an interlayer reduced the difference between T.sub.Actual and T.sub.Measured.
TABLE-US-00003 TABLE B Impact of Interlayer on T.sub.Measured for varying T.sub.Ambient and fixed T.sub.Actual T.sub.measured with T.sub.Measured without T.sub.Ambient T.sub.Actual Interlayer Interlayer ( C.) ( C.) ( C.) ( C.) 18 20 18.7 18.2 19 20 19.3 19.1 20 20 20.0 20.0 21 20 20.7 20.9 22 20 21.3 21.8
[0110] Together, Table A and Table B indicate that, in order to accurately determine T.sub.Actual from T.sub.Measured, knowledge of (i) the sensor panel thermal properties and/or (ii) ambient temperature may be required.
Signal-To-Noise ratio for Temperature Asymmetry Monitoring
[0111] As mentioned, the temperature sensors used in the present disclosure may be in any suitable form, such as thermocouples (which result in a change in voltage with temperature), thermistors (a change in resistance with temperature) and IR thermometers (the wavelength of emitted IR radiation is indicative of the temperature). In some embodiments, TLCs comprise the temperature sensors 104. These may change colour (hue) in accordance with the change in temperature. This is advantageous, as an image of both the body part under inspection (the foot/feet) and the temperature data may be captured. However, as highlighted above, the temperature sensors are affected by the thermal conduction to adjacent layers (e.g., the substrate 200).
[0112] All measurements have some degree of error, noise, and uncertainty due to various sources such as bias, drift, repeatability, resolution, accuracy of calibration etc. One of the measurements of interest in respect of the present disclosure is the difference in temperature between body parts (e.g., between corresponding locations on the two feet of a user). This is to compare the temperature at points along the soles of the feet and deduce if there are any temperature anomalies, which may indicate that a skin abnormality is present or forming. In the following discussion, the measured temperature difference between the user's feet is denoted as T.sub.Measured, and the actual temperature difference between the user's two feet is denoted as T.sub.Actual.
[0113] With increased error, the result is a lower signal-to-noise ratio (SNR), as the measured temperature at the sensor layer 202 is different to the temperature of the actual foot. If T.sub.Measured is the measured difference in temperature between the feet, then the signal-to-noise ratio may be written as:
[0114] To maximise the SNR, preferably, T.sub.Measured should be maximised while measurement noise should be minimised. Addition of an interlayer will contribute towards both of these targets. Consider the following example, where the noise has been set to 0.5 C. In this example, the actual, or true, temperature difference between the feet of a user is 3 C. (T.sub.actual=3 C.). To maximise the SNR, the measured temperature difference between the two feet (T.sub.Measured), should be as close to T.sub.actual (in this example, 3 C.) as possible. The thermal properties of the substrate 200 (and, if present, interlayer 206) influence the measured temperature difference, and therefore influence the SNR. For instance, in a case where one foot is at 20 C. (same temperature as the substrate) and the other is at 23 C., ideally, T.sub.Measured will be 3 C., giving an SNR of 6. In practice the T.sub.Measured will be impacted by thermal conduction from the sensor layer 202 into e.g., the glass panel (which may comprise the substrate 200). In other words, more thermal energy will be transferred from the other foot (of actual temperature of 23 C.) to the adjacent layer (e.g., substrate 200 or interlayer 206) with a greater thermal conductivity, such that the foot appears to be lower in temperature. This means that T.sub.Measured may read as less than 3 C., and a skin abnormality may not be flagged.
[0115] Using the FE analysis, the improvement in SNR with the inclusion of an interlayer may be demonstrated. Table C is a table of results of this analysis. In the exemplary model, the measured temperature, T.sub.Measured, for each foot was calculated for a fixed ambient temperature, T.sub.Ambient, of 20 C., for an interlayer 206 of fixed thickness of around 1 mm and having a fixed thermal conductivity of around 0.21 W/mK, at a fixed time of t=15 seconds. The temperature was measured for various actual foot temperatures, both with an interlayer present (denoted by Yes in the first column) and with no interlayer present (denoted by No in the first column).
[0116] For each of the three actual foot temperatures, the actual temperature difference (T.sub.Actual) between the left foot and right foot is 2.2 C. The corresponding measured temperatures of each foot, T.sub.Measured, were used to calculate the measured temperature difference, T.sub.Measured, between the left foot and right foot.
[0117] The final column indicates the SNR value for a fixed level of measurement error, which in this example is 0.5 C. With no interlayer present, the value of T.sub.Measured was found to be 0.75 C. for T.sub.Actual of 2.2 C., and a corresponding SNR of 1.5. However, with the presence of an interlayer, the value of T.sub.Measured was found to be 1.76 C., which is much closer to the true temperature difference value T.sub.Actual of 2.2 C. This results in an SNR of 3.5.
TABLE-US-00004 TABLE C Impact of Interlayer on SNR for fixed T.sub.Actual Right Left Right Left Interlayer Foot Foot Foot Foot Present T.sub.Ambient T.sub.Actual T.sub.Actual T.sub.Actual T.sub.Measured T.sub.Measured T.sub.Measured (Y/N) ( C.) ( C.) ( C.) ( C.) ( C.) ( C.) ( C.) SNR No 20 20 22.2 2.2 20 20.75 0.75 1.5 23 25.2 21 21.75 25 27.2 21.67 22.41 Yes 20 20 22.2 2.2 20 21.76 1.76 3.5 23 25.2 22.15 23.91 25 27.2 23.59 25.35
[0118] The measured temperature difference T.sub.Measured and measurement noise may also depend on any temperature gradients present in the panel prior to the measurement being taken. For example, if the assembly is left next to a heat source, it may be warmer on one side. Therefore, it is preferable to select a suitable interlayer 206, or to select a suitable substrate 200 material, to reduce the measurement noise caused by temperature gradients and maximise the SNR. With the incorporation of a suitable thermally-insulating mechanism, e.g., an interlayer, for a fixed level of noise, the SNR is improved, yielding more accurate temperature readings. The temperature gradient across the panel may be measured by one or more internal, and/or external, temperature probes in and/or on the device prior to use to ensure there are no significant temperature gradients present. These temperature probes may take any suitable form, and may be distributed throughout a layer of the panel, at discrete regular points, or otherwise, to measure the temperature gradient. For example, four temperature probes may be placed in each corner of the assembly, to monitor for temperature gradients across the sensor panel.
[0119] Further, in some exemplary embodiments, the skin inspection assembly may be configured to prevent temperature measurements if the ambient and/or substrate temperature is not within a predetermined threshold. For instance, if the device has been placed in an environment where it is subject to temperatures outside a certain range, the readings may be less accurate. Thus, the assembly may comprise means by which to measure the ambient temperature and/or substrate temperature, and prevent temperature measurement of the object of interest (e.g., a foot) in the case where the ambient temperature is outside an acceptable range. This acceptable range may be set at 15 to 35 C., 10 to 40 C. or 0-50 C. etc. The substrate and/or ambient temperature sensing means may comprise any suitable temperature sensor, and may, for example, comprise the temperature probes described in the preceding paragraph.
Temperature Asymmetry Monitoring and Determining Equivalent Temperature Inspection Thresholds
[0120] As discussed, by quantifying the thermal properties of the system, one can establish the relationship between T.sub.Actual and T.sub.Measured at a given T.sub.Ambient and it is possible to use a model to correlate the temperature measured by a sensor (T.sub.Measured) to the temperature of the object prior to making contact with the system (T.sub.Actual). To solve for T.sub.Actual of each foot prior to making contact, an input may be T.sub.Ambient. T.sub.Ambient may be the temperature of the substrate prior to the object (e.g., foot) coming into contact with it, which may be the case for any such system where temperature sensors comprise the substrate 200 or other component of the assembly, and track T.sub.Ambient. However, as shown in Table D, determining T.sub.Measured between two locations is independent of the equivalent temperature difference between two locations is independent of the device initial temperature.
[0121] The results of the exemplary FE analysis presented in Table D are shown where T.sub.Measured for both feet are calculated for a fixed time (t=15 s), fixed interlayer thickness (1 mm) and fixed thermal conductivity (0.21 W/mK). Here T.sub.Actual left foot and T.sub.Actual right foot are fixed at 22.2 C. and 20 C. respectively. T.sub.Ambient is varied and T.sub.Measured is calculated for each case.
TABLE-US-00005 TABLE D T.sub.Measured is fixed for a fixed T.sub.Actual and varying T.sub.Ambient Right Foot Left Foot Right foot Left foot T.sub.Ambient T.sub.Actual T.sub.Actual T.sub.Actual T.sub.Measured T.sub.Measured T.sub.Measured ( C.) ( C.) ( C.) ( C.) ( C.) ( C.) ( C.) 20 20 22.2 2.2 20.00 21.76 1.76 23 20 22.2 2.2 20.80 22.56 1.76 25 20 22.2 2.2 21.50 23.26 1.76
[0122] A key observation is that T.sub.Measured is independent of ambient temperature T.sub.Ambient. This means that by characterising the thermal response of the panel, i.e., characterising the measured temperature corresponding to the actual temperature, it is possible to establish an inspection threshold for T.sub.Measured that is equivalent to a specified inspection threshold for T.sub.Actual. For the example shown in Table D, a T.sub.Measured inspection threshold of 1.76 C. is equivalent to a T.sub.Actual inspection threshold of 2.2 C. Table C shows another example where the thermal properties of the assembly are varied by the removal of the interlayer, a T.sub.Measured inspection threshold of 0.75 C. is equivalent to a T.sub.Actual inspection threshold of 2.2 C.
[0123] Finally, Table E is an exemplary table showing the results of the FE analysis for the case where T.sub.Ambient is fixed and the T.sub.Actual for each foot is varied, while T.sub.Actual remains fixed at 2.2 C. Other parameters are similar to previous simulations: both feet are calculated for a fixed time (t=15 s), fixed interlayer thickness (1 mm) and fixed thermal conductivity (0.21 W/mK). This analysis shows that the value for T.sub.Measured does not depend on the absolute temperature of each foot but rather depends only on T.sub.Actual.
TABLE-US-00006 TABLE E T.sub.Measured is fixed for a varying T.sub.Actual with fixed T.sub.Actual, and fixed T.sub.Ambient Right Foot Left Foot Right foot Left foot T.sub.Ambient T.sub.Actual T.sub.Actual T.sub.Actual T.sub.Measured T.sub.Measured T.sub.Measured ( C.) ( C.) ( C.) ( C.) ( C.) ( C.) ( C.) 20 20 22.2 2.2 20.00 21.76 1.76 20 23 25.2 2.2 22.15 23.91 1.76 20 25 27.2 2.2 23.59 25.35 1.76
[0124] These effects are of benefit for performing temperature asymmetry monitoring, as there is no need to measure T.sub.Ambient, and convert measured temperatures (T.sub.Measured) to the pre-contact temperature (T.sub.Actual), but instead the measured temperature difference (T.sub.Measured) may be assessed against the equivalent inspection threshold that would be applied to actual temperature difference measurements (T.sub.Actual). This is advantageous for several reasons: it removes a source of noise (the measurement of T.sub.Ambient); it reduces the cost of additional sensors to measure T.sub.Ambient; and in the case where many temperature sensors are being sampled, it saves computational time. This effect also removes the need to control the device temperature to be within a certain range through heating or cooling of the device.
[0125]
[0126]
[0127] The following description outlines exemplary methods for incorporating the interlayer 206 into the panel 102. In some embodiments, the interlayer 206 may be affixed to the substrate 200 through any suitable means, such as mechanical fixations (e.g., screws, tab, frames, and the like). In other embodiments, the interlayer 206 may be bonded to the substrate 200 through any suitable adhesive and/or lamination techniques. Some example adhesives include liquid-based adhesives such as Cyanoacrylates, acrylics. These may cure by various means including self-curing, pressure-curing, thermal-curing, or via UV light exposure. Alternatively, film-based adhesives may also be used, often referred to as Optically Clear Adhesive (OCA) films. Other means of bonding the interlayer 206 to the substrate 200 is through the use of an autoclave (for instance, such as that used for the production of laminated glass).
[0128] In alternative embodiments, such as those in which the interlayer 206 comprises an air gap, spacers may be used between the substrate 200 and sensor layer 202. For example, the spacers may take the form of a honeycomb sheet, where at least one of the openings correspond to the locations of the temperature sensors such that they are visible to the image capture device(s). In this manner, the load-bearing and optical transmission properties are maintained.
[0129]
[0130] In another embodiment shown in
[0131] Depending on the assembly employed, the appropriate materials and dimensions may be chosen. In preferred embodiments, the panel 102 comprises a material with sufficient thickness, thermal conductivity, and Young's Modulus such that accurate temperature readings and visual examination may be carried out while supporting the weight of a user with minimal deflection. Preferably, said readings and examination are carried out during a minimal wait time for the user.
[0132] A further advantage of the interlayer concerns safety aspects related to the use of glass, or any other brittle material, as the substrate material. The interlayer 206 will act to bind the pieces together should the substrate 200 break. Tempered glass will break into small shards due to the compressive stress in the material. These features combined minimises risk of injury to the user.
[0133] Advantageously, depending on the material chosen for the interlayer 206 and the arrangement of the panel 102 employed, the electrical insulation provided by the panel may be improved with the presence of an interlayer 206 or suitable substrate 200 material. Further, the coefficient of friction tends to be higher for polymers than for materials such as glass, which enhances the safety of the apparatus as it prevents slipping, particularly if the surface is wet.
[0134] In other embodiments, the assembly may incorporate a pressure-sensitive means. In preferred embodiments, the pressure-sensitive means may comprise a pressure-sensitive layer. In other embodiments, said layer may comprise a pressure-sensitive material, for example pressure-sensitive and perhaps, temperature-insensitive TLCs. The change in hue of the pressure-sensitive TLCs with pressure can be measured by the camera. In alternative embodiments, the pressure-sensitive mechanism may comprise a pressure-sensitive resistor which may have a variable resistance based on applied pressure. Such sensors could be arranged in a grid pattern and read-out using a microcontroller.
[0135] In embodiments which comprise a pressure-sensitive layer, visible light may be coupled into the one or more of the layers in the panel 102, for example the interlayer 206, or another layer of the panel 102, as shown in
[0136] Light incident at this angle and above is completely reflected back such that it remains inside the panel.
[0137] In some embodiments, the interlayer 206 may act as the pressure-sensitive layer. In other embodiments, a top layer, such as the protective layer 203, may act as the pressure-sensitive layer. In other embodiments, a top layer, protective layer 203, sensor layer 202, interlayer 206, substrate 200 or any combination thereof may comprise the pressure-sensitive layer. In other embodiments, a separate layer entirely may comprise the pressure-sensitive material, and may be incorporated into the panel 102 amongst the other layers (comprising the substrate 200, interlayer 206, sensor layer 202, and protective layer 203). However, these embodiments are provided merely for example only, and the skilled person will appreciate that any layers of the panel 102 may comprise the pressure-sensitive layer. In embodiments wherein the pressure-sensitive layer comprises the interlayer 206, the interlayer 206 may be the top layer of the panel (e.g., there may be no protective layer 203 and the interlayer comprises the sensor layer 202). In this exemplary embodiment, the interlayer may comprise PETG. In this case, the refractive index of the top layer (interlayer 206), for example, comprising PETG, is 1.57 (n.sub.1), and the refractive index of air (n.sub.2) is 1. The critical angle, according to the equation above, is therefore 39.6. Therefore, if light is incident at this angle or greater, it will be totally internally reflected back into the panel 102.
[0138] In order for the object 204 under inspection to be illuminated as a result of the change in pressure, the material onto which the pressure is applied may have suitable properties to indicate the pressure change. Typically, said property is photoelasticity. Photoelasticity is where a change occurs in the refractive index of the material when stress is applied. Applying weight onto the panel will induce stress. In some embodiments, such as that shown in
[0139] In preferred embodiments, such as that shown in
[0140] When incorporating the pressure-sensing functionality into the panel, whereby the sensor layer 202 (e.g., a TLC polyester sheet) and a protective sheet 203, may be placed between the body part under inspection (e.g., a foot) and the interlayer 206, the illumination effect is attenuated by the air gap between the layers. However, in preferred embodiments, the layers in the panel may be adhered with index-matched optically clear adhesive 20. In the exemplary embodiment, the sensor layer 202 is backed with an optically clear adhesive, or any other suitable material which preferably has a refractive index matched, or closely matched, to those of interlayer 206 and the sensor layer 202, and protective layer 203. For instance, water may be used. Preferably, this optically clear adhesive 20, or otherwise, is adhered between the sensor layer 202 and protective layer 203. Preferably, the adhesive 20 is adhered between the sensor layer 202 and interlayer 206. In doing so, the illumination is unaffected as the air gap is largely or completely excluded by the optically clear adhesive 20, meaning the light can propagate through the material unaffected. Acrylic clear adhesives typically have a refractive index of n=1.475, which is well matched with PETG (n=1.57) and soda-lime glass (n=1.46), for example.
[0141]
[0142]
[0143] In preferred embodiments, the pressure-sensitive layer is of sufficient thickness to allow TIR to occur. Preferably, the pressure-sensitive layer is of sufficiently high refractive index (for instance, in the range of 1.3 to 1.7). Typically, the pressure-sensitive layer has photoelastic properties. In one exemplary arrangement, the photoelastic properties of the protective layer 203 may comprise an increase in refractive index of 1.2410.sup.6 per pascal of applied pressure. Preferably, the edges of the pressure-sensitive layer are suitable for edge-coupling. For instance, they may be sufficiently polished and straight. For efficient coupling of visible light, the surface is preferably visibly shiny, so that scattering of incident light is minimised-a shiny surface indicates that the roughness of the surface is on the order of the wavelength of light. Light incident on a smooth, straight surface (which is orthogonal to the incident light) will have minimal reflection compared with an angled surface. In some embodiments, one of the layers of the panel 102 may be suitable for edge coupling, while another layer comprises the pressure-sensitive layer. In the exemplary embodiment shown in
[0144] In preferred embodiments, the optical system (e.g., comprising image capture devices 114) can capture an image (or video) of the light which is projected onto the user's foot (or other body part under inspection). An area of higher pressure in the sensor panel will have less light undergoing TIR inside the panel, and consequently more light escaping from the panel and illuminating the target. Saturation is the intensity of a particular hue. The saturation of light in a particular area can then be quantified and correlated to the amount of pressure at a particular point or points of the target using an image processing algorithm or the like. Background light can be excluded from the calculation as the light coupled into the interlayer 206 is typically a specific wavelength/hue (e.g. red, green, blue). The relationship between saturation and applied pressure can be determined by a calibration procedure or suitable algorithm.
[0145] This embodiment offers several advantages. For instance, it allows the user to determine if and what parts of the foot are in contact with the panel, which can improve sensor temperature measurement accuracy. Other advantages include determining if the plantar pressure is abnormal or sub-optimal for the readings-if there is change in plantar pressure over time or over different measurements for a user, or if there is a difference in plantar pressure between the user's feet. Some or all of these measurements may be used to diagnose foot abnormalities in the patient. By allowing the user to determine if there was a change in the pressure applied between scans or during a single scan, the user can easily deduce how this may have affected the reading, and correct it.
[0146] The disclosure is not limited to the embodiment(s) described herein but can be amended or modified without departing from the scope of the present disclosure.