Optical fluid analyzer

Abstract

An embodiment relates to an optical fluid analyzer including a fluid cell configured to receive a sample fluid. The optical fluid analyzer further includes an optical element configured to seal the fluid cell on both sides and configured such that input light from a light source is directed through the fluid cell and output light from the fluid cell is input to a spectrometer. The optical fluid analyzer further includes a machine learning (ML) engine, such as an artificial intelligence (AI) engine, configured to generate a result defining at least one parameter of the fluid based on a spectrum generated by the spectrometer.

Description

Technical Field

[0001] The technology described below generally relates to optical spectroscopy, and more particularly to the mechanism of a spectroscopic optical fluid analyzer.

[0002] Cross-reference to related applications This application claims the priority and benefit of non-provisional application No. 17 / 839,102, filed with the United States Patent and Trademark Office on June 13, 2022, and provisional application No. 63 / 210,450, filed with the United States Patent and Trademark Office on June 14, 2021. The entire contents of those applications are hereby incorporated by reference into this specification as if fully set forth herein for all applicable purposes.

Background Art

[0003] A fluid cell can be filled with a fluid such as a liquid, gas, or plasma. The fluid in the gas cell can be detected by sending light through the fluid cell. A portion of the light is absorbed by the fluid, and the remainder is detected, for example, by a spectrometer. Miniaturization of the fluid analyzer can be achieved using a microelectromechanical system (MEMS) spectrometer such as a Fourier transform infrared (FTIR) spectrometer. Furthermore, miniaturization of the fluid analyzer may enable integration of the fluid analyzer with sensors and other components, potentially allowing for mass production of integrated devices for fluid analysis.

Summary of the Invention

[0004] The following presents an overview of one or more aspects of the present disclosure in order to provide a basic understanding of such aspects. This overview is not an extensive overview of all contemplated features of the present disclosure, nor is it intended to identify key or critical elements of all aspects of the present disclosure or to delineate the scope of any or all aspects of the present disclosure. Its sole purpose is to present some concepts of one or more aspects of the present disclosure in a form as a prelude to the more detailed description that follows.

[0005] Various aspects of this disclosure relate to optical fluid analyzers including a fluid cell configured to receive a sample under test (e.g., a fluid such as a liquid, gas, or plasma). Input light is sent through the fluid cell, where some of the light is absorbed by the fluid, and the remainder of the light can be detected by a spectrometer. In some examples, the spectrometer can be realized as a micro-electromechanical system (MEMS) spectrometer. Optical elements are used to seal both sides of the fluid cell, allowing light to enter and exit the fluid cell. Furthermore, the optical elements allow the light spectrum to be transmitted with negligible absorption values.

[0006] An optical fluid analyzer further includes a machine learning (ML) engine, such as an artificial intelligence (AI) engine, configured to produce results defining at least one parameter of the fluid based on the spectrum generated by the spectrometer. For example, the AI ​​engine may be configured to predict the measured fluid and its concentration. Other parameters, such as the energy content in the fluid, total volatile organic compounds, the amount of particulate matter in the fluid, and other appropriate parameters, may be estimated by the AI ​​engine. In some examples, the AI ​​engine may predict or estimate one or more parameters using correction and predictive models such as chemometrics and Kalman filtering.

[0007] In some cases, optical fluid analyzers can be implemented as spectroscopic lab-in-a-boxes for the detection of biological samples, such as viral infections. Optical fluid analyzers are suitable for mass screening in pandemic situations, for example, enabling ultra-fast and low-cost analysis even for non-specialist users. Optical fluid analyzers are also scalable and can be mass-produced. The fluid cells of optical fluid analyzers are designed and implemented to maintain fluid sealing for infection control purposes.

[0008] As an example, an optical fluid analyzer is disclosed. The optical fluid analyzer includes a light source configured to generate input light, a fluid cell configured to receive a fluid, a first optical window configured to seal the fluid cell on its first side, and a second optical element configured to seal the fluid cell on its second side. The first optical element is further configured to guide input light to the fluid cell on its first side, and the second optical element is further configured to receive output light from the fluid cell through its second side. The optical fluid analyzer further includes a spectrometer configured to receive the output light through the second optical element and obtain a spectrum of the fluid based on the output light, and a machine learning engine configured to receive the spectrum and produce results defining at least one parameter of the fluid.

[0009] These and other aspects of the present invention will be better understood by considering the following detailed description. Other aspects, features and embodiments of the present invention will become apparent to those skilled in the art by considering the following description of specific exemplary embodiments of the present invention in conjunction with the accompanying drawings. Features of the present invention may be described with respect to the following specific embodiments and drawings, but all embodiments of the present invention may include one or more of the advantageous features described herein. In other words, one or more embodiments may be described as having a particular advantageous feature, while one or more such features may be used according to the various embodiments of the present invention described herein. Similarly, exemplary embodiments may be described below as embodiments of devices, systems, or methods, but it should be understood that such exemplary embodiments can be implemented in a variety of devices, systems, and methods. [Brief explanation of the drawing]

[0010] [Figure 1] Figure 1 shows an optical fluid analyzer according to several embodiments. [Figure 2] Figure 2 shows an exploded view of an example of an optical fluid analyzer according to several embodiments. [Figure 3]Figures 3A and 3B show an optical fluid analyzer including a ball base sealing system according to several embodiments. [Figure 4] Figures 4A to 4D show examples of optical fluid analyzers including a packaged glass window sealing system according to several embodiments. [Figure 5] Figures 5A and 5B show examples of ball lens configurations according to several embodiments. [Figure 6] Figures 6A and 6B show examples of collimated photocoupling designs according to several embodiments. [Figure 7] Figure 7 shows another example of collimated photocoupling design according to several embodiments. [Figure 8] Figure 8 shows another example of collimated photocoupling design according to several embodiments. [Figure 9] Figure 9 shows another example of collimated photocoupling design according to several embodiments. [Figure 10] Figures 10A and 10B show exemplary optical coupling designs for the calibration of optical fluid analyzers according to several embodiments. [Figure 11] Figures 11A and 11B show exemplary operating modes of coated ball lenses according to several embodiments. [Figure 12] Figure 12 shows an exemplary mode switching operation according to several embodiments. [Figure 13] Figure 13 is a flowchart illustrating an exemplary process for calibrating an optical fluid analyzer including a coated ball lens according to several embodiments. [Figure 14] Figures 14A to 14C show optical coupling designs with variable optical path length according to several embodiments. [Figure 15] Figure 15 shows an example of a fluid cell design according to several embodiments. [Figure 16] Figure 16 shows an example of an optical fluid analyzer integrated with other sensors according to several embodiments. [Figure 17]Figure 17 shows another example of an optical fluid analyzer according to several embodiments. [Figure 18] Figure 18 shows another example of an optical fluid analyzer according to several embodiments. [Figure 19] Figure 19 shows an example of an optical fluid analyzer configured for virus detection according to several embodiments. [Modes for carrying out the invention]

[0011] The detailed descriptions provided below in relation to the attached drawings are intended to illustrate various configurations and are not intended to show only the configurations in which the concepts described herein can be implemented. The detailed descriptions include specific details to provide a complete understanding of the various concepts. However, it will be apparent to those skilled in the art that these concepts can be implemented without specific details. Sometimes, well-known structures and components are shown in block diagram form to avoid obscuring such concepts.

[0012] Figure 1 shows an optical fluid analyzer 100 according to several embodiments. In some examples, the optical fluid analyzer 100 may be a portable handheld device. The optical fluid analyzer 100 includes a fluid cell 102. A fluid 108 (e.g., gas, liquid, or plasma) can enter the fluid cell 102 through one or more fluid inlets 104. Furthermore, the fluid 108 can exit the fluid cell 102 through one or more fluid outlets 106. The fluid 108 in the fluid cell 102 can be detected by directing input light 112 from a light source 110 into the fluid cell 102 through a first optical element 114. The first optical element 114 may be configured to seal the fluid cell 102 at its first side 115a and direct the input light 112 into the fluid cell 102 from its first side 115a.

[0013] A portion of the input light 112 is absorbed by the fluid, and the remaining light can be output from the fluid cell 102 as output light 118 through the second optical element 116. The second optical element 116 can be configured to seal the fluid cell 102 on its second side 115b and guide the output light 118 from the fluid cell 102 to the spectrometer 120. In some examples, the first and second optical elements 114, 116 can be flat optical windows such as sapphire windows. In other examples, the first optical element 114 and / or the second optical element 116 can include one or more optical coupling elements such as ball lenses, half ball lenses, or plano-convex lenses. In some examples, the optical fluid analyzer 100 can include optical coupling elements in addition to the optical elements 114, 116. For example, the optical fluid analyzer 100 can include one or more reflectors (e.g., mirrors), lenses, or other suitable optical coupling elements.

[0014] In some examples, the fluid cell 102 has an optimal cell length that balances light absorption by the fluid 108 and saturation of the absorption signal. For example, increasing the fluid cell length may increase light absorption by the fluid 108. As light absorption increases, it becomes easier to detect low-concentration fluids. However, if the length of the fluid cell is too long, the absorption signal may saturate for relatively high-concentration fluids 108.

[0015] The spectrometer 120 can be, for example, a Fourier transform infrared (FTIR) spectrometer configured to generate an interferogram that can be detected by a detector (e.g., an InGaAs photodetector) of the spectrometer 120. The output of the detector can be processed by the spectrometer 120 to obtain the spectrum 122 of the detected light. In some examples, the spectrometer 120 can include a Michelson interferometer or a Fabry-Perot interferometer.

[0016] In some examples, the spectrometer 120 can be realized as a micro-electromechanical system (MEMS) spectrometer, such as a MEMS FTIR spectrometer. In this specification, the term MEMS refers to the integration of mechanical elements, sensors, actuators, and electronics onto a common substrate by microfabrication techniques. For example, microelectronics are typically manufactured using integrated circuit (IC) processes, while micromechanical components are manufactured using adaptable micromachining processes that selectively etch away portions of a silicon wafer or add new structural layers to form mechanical and electromechanical components. An example of a MEMS element is a micro-optical component with a dielectric or metallized surface that operates in reflective or refractive modes. Other examples of MEMS elements include actuators, detector grooves, and fiber grooves. In some examples, a MEMS spectrometer may include one or more micro-optical components (e.g., one or more reflectors or mirrors) that are movably controlled by a MEMS actuator. For example, MEMS spectrometers can be fabricated on a silicon-on-insulator (SOI) substrate using a deep reactive ion etching (DRIE) process to create micro-optical components and other MEMS elements that can process free-space light beams propagating parallel to the SOI substrate.

[0017] The spectrum 122 can be input to a machine learning (ML) engine 124, such as an AI engine, to generate a result 128 that defines at least one parameter of the fluid 108. For example, the result 128 may identify the fluid or obtain other parameters related to the fluid, such as the fluid concentration, the energy content in the fluid, the total volatile organic compounds, the amount of particulate matter in the fluid, the amount of particles suspended in the fluid, or other appropriate parameters. In some examples, the ML engine 124 may predict or estimate one or more parameters using correction and prediction models such as chemometrics or Kalman filtering. In some examples, the ML engine 124 may access an arbitrary database 126 containing fluid data to generate the result 128. For example, fluid data stored in database 126 can be used to train the ML engine 124. In one example, the fluid data may include spectral parameters of known fluids and fluid concentrations. In some examples, the optical fluid analyzer 100 may include memory where database 126 is stored.

[0018] Figure 2 is an exploded view of an example of an optical fluid analyzer 200 according to several embodiments. The optical fluid analyzer 200 includes a fluid cell 202 (gas cell), a spectrometer 210, a light source 218, and a light source holder 220 configured to hold the light source 218 in place. The gas cell 202 includes three main parts: an upper part 204, a middle part 206, and a bottom part 208. The upper part 204 is responsible for maintaining the optical alignment between the light source 218 and the fluid cell 202 and includes an opening configured to receive a first optical window (glass window) 212. The middle part 206 is the main part of the fluid cell 202 configured to receive fluid. For example, the middle part 206 may be coupled with a fluid inlet for receiving fluid and a fluid outlet for letting the fluid pass out of the fluid cell 202. For the fluid cell I / O (between the fluid inlet / outlet and the fluid cell), a sealed quick connector may be used to seal the fluid flow and facilitate the installation of an air tube. The intermediate section 206 can further be coupled to one or more optical coupling elements 216 configured to guide input light from the light source 218 into the fluid cell. In the example shown in Figure 2, one or more optical coupling elements include a ball lens 216 coupled between the first optical window 212 and the fluid cell 202.

[0019] The bottom 208 of the fluid cell 202 is responsible for maintaining the optical alignment between the spectrometer 210 and the rest of the fluid cell 202. The bottom 208 includes a wall surrounding the spectrometer 210 and physically aligns the spectrometer 210 with the rest of the fluid cell 202. The bottom 208 further includes an opening configured to receive a second optical window (glass window) 214. The first and second optical windows 212, 214 are further configured to seal the fluid cell 202 from the top and bottom. In some examples, the first and second optical windows 212, 214 may be flat optical windows, such as sapphire glass windows. The flat optical windows 212, 214 are configured to transmit infrared spectra with very low absorption values. In some examples, the fluid cell portions 204, 206, 208 may be nickel-plated to prevent corrosion by some fluids.

[0020] As shown in Figure 2, when using a ball lens in a sealed optical setup, the ball lens 216 is inserted between two flat optical windows 212, 214. The two flat optical windows 212, 214 can seal the fluid cell 202 using an O-ring (not specifically shown in Figure 2). According to the O-ring design guide, in examples where the ball lens 216 is in contact with a flat surface (e.g., flat optical windows 212, 214), the O-ring cannot be used directly with the ball lens 216 in order to maintain homogeneous pressure across the surface contact area. For this reason, in some examples, a ball base can be used instead of an O-ring to seal the fluid cell 202. The ball base can also replace not only the O-ring but the entire sealing system including the flat optical windows 212.

[0021] Figures 3A and 3B show an optical fluid analyzer 300 including a ball base sealing system according to several embodiments. The optical fluid analyzer 300 includes a ball lens 302 surrounded by ball bases 304 and 306. The inner curvature of the ball bases 304 and 306 is configured to match the lens surface curvature of the ball lens 302, thereby increasing surface contact and improving sealing efficiency. In some examples, the ball bases 304 and 306 can be formed from rubber.

[0022] The optical fluid analyzer 300 further includes a fluid cell (gas cell) 308, an optical window 310, a spectrometer 312, a fluid inlet 316, a fluid outlet 318, and a light source 320. An O-ring 314 is configured to seal the spectrometer 312. The fluid inlet 316 and fluid outlet 318 are configured to allow fluid (liquid, gas, plasma, etc.) to enter and exit the fluid cell 308. A ball lens 302 and ball lens bases 304, 306 form an optical element configured to seal the fluid cell 308 on its first side. Furthermore, the ball lens 302 is configured to direct input light from the light source 320 into the fluid cell 308. The optical window 310 seals the fluid cell 308 on a second side opposite to its first side and is configured to direct output light from the fluid cell into the spectrometer 312. The fluid cell 308 and spectrometer 312 can be assembled on a substrate 322 (e.g., a printed circuit board (PCB)). In some examples, although not shown for simplification, an ML engine and associated database (e.g., memory) can be further assembled on the substrate 322. Furthermore, various sensors such as pressure sensors, temperature sensors, fluid flow sensors, and other suitable sensors can also be integrated on the substrate 322.

[0023] In the example shown in Figure 3B, the fluid cell 308 is a separate unit from the spectrometer 312, with each system (optical, electrical, and mechanical) isolated from the others. This can increase the overall size and the number of components used. Furthermore, separating the spectrometer 312 and the fluid cell 308 without sealing can allow parasitic fluid to enter the optical path, leading to inaccurate readings. Therefore, in some examples, a package glass window can be used instead of the fluid cell optical window 310 to allow direct contact between the fluid and the spectrometer package.

[0024] Figures 4A to 4D show examples of optical fluid analyzers 400 including a package glass window sealing system according to several embodiments. The optical fluid analyzer 400 includes a spectrometer 402 integrated within a package 404 assembled on a substrate 408 (e.g., a PCB). The package 404 includes an opening configured to receive a package glass window 406.

[0025] The optical fluid analyzer 400 further includes a ball lens 410, ball lens bases 412, 414 surrounding the ball lens 410, and a fluid cell 416. The ball lens 410 and the ball lens bases 412, 414 form an optical element configured to seal the fluid cell 416 on its first side. Furthermore, the ball lens 410 is configured to guide input light from a light source (not shown) into the fluid cell 416. A package glass window 404 is configured to seal the fluid cell 416 on a second side opposite to its first side and to guide output light from the fluid cell 416 into the spectrometer 402. In particular, the package glass window 404 is configured to directly seal between the fluid cell 416 and the spectrometer 402. By using an O-ring 418 to maintain the seal between the package glass window 404 and the fluid cell 416, parasitic leakage of the fluid can be prevented.

[0026] In examples where a ball lens is used as an optical coupling element to couple input light to a fluid cell (for example, as shown in any of Figures 2, 3A, 3B, or 4B), even slight misalignment of the lens can cause mismatches in the measured optical signal and the overall spectrum. For example, if the housing containing the ball lens is manufactured with a narrow gap between the ball lens and the housing, variations may prevent the top and bottom of the housing from fitting together. This could lead to fluid leakage. For this reason, in some examples, a rubber spacer or spring can be added to fix the position of the ball lens.

[0027] Figures 5A and 5B show examples of ball lens configurations according to several embodiments. In Figures 5A and 5B, the ball lens 502 is positioned within a housing 504 and configured to seal a fluid cell 512 on its first side. An optical window 506 (e.g., a flat sapphire window) is further configured to seal the fluid cell 512 on a second side opposite to its first side. Figure 5A shows a rubber spacer 508 coupled between the ball lens 502 and the flat optical window 506. Figure 5B shows a spring 510 coupled between the ball lens 502 and the flat optical window 506. Neither the rubber spacer 508 nor the spring 510 obstructs the flow of fluid through the fluid cell 512. Furthermore, each of the rubber spacer 508 and the spring 510 generates pressure on the ball lens 502, thereby fixing the ball lens 502 in place and preventing its position from changing due to the movement or vibration of the housing 504.

[0028] In the examples shown in Figures 3A to 5B, the optical coupling element can include a light source and a ball lens that focuses the light into the MEMS spectrometer. This design is simplified because the ball lens is the only optical component and is used for sealing. This design can be used, for example, for gases whose refractive index is no different from that of air, and the gas flow does not affect the focusing and optical coupling of the design. However, when measuring liquids or other fluids whose refractive index changes significantly, it can affect the optical coupling. For this reason, in some examples, optical coupling can be performed by collimated designs in which the type of fluid does not affect the optical coupling.

[0029] Figures 6A and 6B show examples of collimated optical coupling designs in several embodiments. In the examples shown in Figures 6A and 6B, optical coupling is performed using a collimated setup in which the type of fluid sample does not affect the optical coupling. Figure 6A shows a collimated optical coupling design using two ball lenses 602, 604, and Figure 6B shows a collimated optical coupling design using two half-ball lenses 612, 614. In each design, the two ball lenses 602, 604 or the two half-ball lenses 612, 614 couple input light from the light source 608 to the fluid cell 610 on their first side and receive output light from the fluid cell through their second side to couple to the spectrometer 610. The ball lenses 602, 604 or half-ball lenses 612, 614 can provide not only optical coupling but also sealing of the fluid cell 610 (e.g., using a ball lens base or O-ring as described above). The design of the two ball lenses 602 and 604 in Figure 6A is less sensitive and more compact in terms of the distance between the infrared source 608 and the lenses 602 and 604, while the design of the two half-ball lenses 612 and 614 is easier in terms of sealing the fluid cell 610 (for example, an O-ring can be used for sealing instead of a ball lens base).

[0030] Figure 7 shows another example of a collimated optical coupling design according to several embodiments. In the example shown in Figure 7, the ball lens or half-ball lens can be replaced with plano-convex lenses 702, 704. Furthermore, the collimated setup uses a reflector 710 inserted behind the light source 708 to collect the rear rays of the light source and reflect the rear rays toward the plano-convex lens 704, coupling them to the fluid cell 706, thereby nearly doubling the optical power. In some examples, the plano-convex lenses 702, 704 may be calcium fluoride lenses having a focal length 716, 718 of 18 mm to accommodate a flow path length 714 of 50 mm. It should be understood that the focal lengths 716, 718 and the flow path length 714 are variable and are not limited to the examples provided herein. In some examples, the plano-convex lenses 702, 704 can provide a seal for the fluid cell 706. In other examples, an additional flat optical window may be used to seal the fluid cell 706.

[0031] Figure 8 shows another example of a collimated optical coupling design according to several embodiments. In the example shown in Figure 8, the collimated design includes two off-axis parabolic mirrors 802 and 804. The off-axis parabolic mirror 802 is configured to receive input light from the light source 808 and reflect (direction change) the input light to the fluid cell 806 on its first side. Furthermore, the off-axis parabolic mirror 804 is configured to receive output light from the fluid cell 806 on its second side and reflect (direction change) the output light to the spectrometer 810. The fluid cell 806 can be sealed using a flat optical window (not shown), as described above.

[0032] The off-axis parabolic mirrors 802 and 804 provide a broad spectral range of metallic reflections and avoid Fresnel optical losses in the lens designs shown in Figures 6A, 6B, and 7. Furthermore, mirrors 802 and 804 can be manufactured by plastic molding, enabling low-cost mass production. In some examples, a single plastic mold containing both mirrors 802 and 804 can be used to accommodate any sensitivity of alignment in the design shown in Figure 8.

[0033] In some examples, the off-axis parabolic mirror 802 has a focal length of 15 mm, and the off-axis parabolic mirror 804 has a focal length of 25 mm. In this example, the distance 812 between the light source 808 and the off-axis parabolic mirror 802 is 8.65 mm, the off-axis parabolic mirrors 802 and 804 each have a width 814 of 12.3 mm, and the fluid cell length 816 is 100 mm. It should be understood that the focal length, distance 812, width 814 of the mirrors 802 and 804, and fluid cell length 816 are variable and are not limited to the examples provided herein.

[0034] Figure 9 shows another example of a collimated optical coupling design according to several embodiments. In the example shown in Figure 9, the collimated design includes an off-axis parabolic mirror 902 and a lens 904. The off-axis parabolic mirror 902 is configured to receive input light from a light source 908 and reflect (direction-reverse) the input light to the fluid cell 906 on its first side. Furthermore, the lens 904 is configured to receive output light from the fluid cell 906 on its second side and reflect (direction-reverse) the output light to the spectrometer 910. In some examples, the lens 904 may be a calcium fluoride lens. The fluid cell 906 can be sealed using a flat optical window (not shown) or using a combination of a flat optical window adjacent to the off-axis parabolic mirror 902 and the lens 904. In some examples, the lens 904 may be coated to facilitate calibration of the optical fluid analyzer.

[0035] In some examples, the off-axis parabolic mirror 902 has a focal length of 15 mm and the lens 904 has a focal length of 18 mm. In this example, the distance 912 between the light source 908 and the off-axis parabolic mirror 902 is 8.65 mm, the off-axis parabolic mirror 902 has a width 914 of 12.3 mm, and the fluid cell length 916 is 100 mm. It should be understood that the focal lengths of the mirrors 902 and 904, the distance 912, the width 914, and the fluid cell length 916 are variable and are not limited to the examples provided herein.

[0036] Figures 10A and 10B show exemplary optical coupling designs for calibration of optical fluid analyzers according to several embodiments. The optical coupling design shown in Figure 10 includes a ball lens 1002 having a filter response coating 1004 at both ends. The central region of the ball lens 1002 is not coated with the filter response coating 1004. The coating 1004 is applied to the reference wavelength λ used in calibration. O It absorbs all wavelengths except for [specific wavelength]. The response of coating 1004 is shown in Figure 10B.

[0037] Figures 11A and 11B show exemplary operating modes of a coated ball lens 1102 according to several embodiments. In the first mode, as shown in Figure 11A, the filter response coating 1104 of the ball lens 1102 is out of the optical path 1106 of the input light from a light source (not shown). Therefore, no absorption of the input light occurs, and the spectrum reflects the absorption of the fluid in a fluid cell (not shown). In the second mode, as shown in Figure 11B, the optical path 1106 of the input light passes through the filter response coating 1104 of the ball lens 1102, resulting in absorption and the generation of the spectrum shown in Figure 11B. For this reason, the second mode is sometimes called the calibration mode. For example, in the calibration mode, digital signal processing is used, for example, to determine the wavelength λ O The value can be compared to a reference design value. Calibration and drift correction can then be performed based on the comparison. For example, an optical fluid analyzer may be configured to calibrate a machine learning engine during calibration mode.

[0038] Figure 12 shows an exemplary mode switching operation in several embodiments. In the example shown in Figure 12, the ball lens 1202 includes filter response coatings 1204 at both ends, as in Figures 10A, 11A, and 11. A rotating device 1206 is coupled to the ball lens 1202 and is configured to rotate the ball lens 1202 between a first orientation (e.g., the first mode shown in Figure 11A) in which the input light passes through the ball lens 1202 without passing through the filter response coatings 1204, and a second orientation (e.g., the second mode shown in Figure 11B) in which the input light passes through the filter response coatings 1204 of the ball lens 1202. For example, the rotating device 1206 may include springs and fingers controlled by an optical fluid analyzer to cause a 90-degree rotation of the ball lens 1202 between the two operating modes.

[0039] Figure 13 is a flowchart illustrating an exemplary process for calibrating an optical fluid analyzer including a coated ball lens, relating to several embodiments. In block 1302, the optical fluid analyzer can enter a device calibration mode. In block 1304, the optical fluid analyzer can mechanically rotate the coated ball lens by 90 degrees to a second orientation shown in Figure 11B (e.g., using a rotating device shown in Figure 12) so that the filter response coating of the ball lens is in the optical path of the input light from the light source. In block 1306, the optical fluid analyzer can obtain the spectrum when the coated ball lens is in the second orientation. In block 1308, the optical fluid analyzer can compare its spectrum to a reference wavelength. In block 1310, the optical fluid analyzer can obtain correction factors and calibration parameters based on the comparison result. These correction factors and calibration parameters can then be used to train a machine learning engine. In block 1312, the optical fluid analyzer can mechanically rotate the coated ball lens by 90 degrees to the first orientation shown in Figure 11A (for example, using the rotating device shown in Figure 12) so that the filter response coating of the ball lens is outside the optical path of the input light from the light source, thereby enabling the optical fluid analyzer to obtain the spectrum of the fluid sample under test.

[0040] Figures 14A to 14C show examples of optical coupling designs with variable optical path length according to several embodiments. This optical coupling design includes two optical elements 1402 and 1404 for coupling input light to a fluid cell 1406 on its first side and output light from the fluid cell 1406 via its second side. The optical elements 1402 and 1404 may include, for example, a flat optical window, a ball lens, a half-ball lens, a plano-convex lens, or other suitable optical coupling elements. To overcome the challenges of parasitic interference within the fluid cell 1406 due to multiple reflections of light and microscale path lengths 1410 (e.g., 20 pm to 100 pm) within the fluid cell, at least one of the optical elements (e.g., optical element 1402) is coupled to an actuator 1408 (e.g., a micro / actuator), which is configured to cause motion of the optical element 1402, as shown in Figure 14A, to continuously change the optical path length with motion d(t) around the nominal value d0 of the fluid cell 1406. The continuous motion of the optical element 1402 results in dithering of the optical path length such that the average value of d(t) becomes zero, as shown by the comparison between Figure 14B (without vibrational motion) and Figure 14C (with vibrational motion). In other examples, dithering of the optical path length can also be achieved by electro-optic and / or thermo-optic effects applied to the optical element 1402. For example, an electric field can be applied to the entire optical element 1402, or a microheater can be integrated with the optical element 1402.

[0041] Figure 15 shows an example of a fluid cell design according to several embodiments. This fluid cell design includes two optical elements 1502 and 1504 configured to seal the fluid cell 1506 on both sides. To overcome stiction of the fluid, such as an oil sample, within the fluid cell 1506, a coating 1508 can be applied to at least one inner surface (the surface facing the fluid cell 1506) of the optical elements 1502 and 1504 to repel the fluid (e.g., prevent fluid stiction). In some examples, the coating 1508 may be hydrophobic or omniphobic. As a result, the fluid can be easily purged without the need for a cleaning solution for consumables. In some examples, the coating 1508 can also be applied to the inner wall 1510 of the fluid cell 1506.

[0042] Figure 16 shows an example of an optical fluid analyzer 1600 integrated with other sensors, relating to several embodiments. The optical fluid analyzer 1600 includes a MEMS-based FTIR fluid analyzer 1602 (e.g., including a light source, optical elements, fluid cell, and spectrometer (interferometer / detector)), an artificial intelligence (AI) engine 1604 (e.g., an ML engine), and a database 1606, which are integrated with one or more other sensors. Examples of sensors include, but are not limited to, a pressure sensor 1608, a flow rate (fluid flow) sensor 1610, a temperature sensor 1612, and a humidity sensor 1614. These sensors 1608-1614 may be synchronized and controlled with each other via integrated electronics and a synchronization signal circuit 1616 to sense the fluid simultaneously with the MEMS-based FTIR fluid analyzer 1602 acquiring the fluid spectrum. The output of each sensor 1608-1614 (e.g., sensor data related to the fluid in a fluid cell) is input to the AI ​​engine 1604 along with the fluid spectrum, which can help the AI ​​engine 1604 predict the characteristics and specifications of the fluid. The AI ​​engine can be further trained with fluid data in the database 1606 to generate fluid-related results 1618.

[0043] Figure 17 shows another example of an optical fluid analyzer 1700 according to several embodiments. The optical fluid analyzer 1700 includes a light source 1702, an optical coupling element 1704, a microfluidic cell 1706 configured to receive the fluid under test, and a spectrometer 1708. In the example shown in Figure 17, the microfluidic cell 1706 is positioned above the spectrometer 1708. Thus, the microfluidic cell 1706 can function as a transmission cell including an optical window configured to seal the microfluidic cell 1706 and allow light to pass through the microfluidic cell. Furthermore, a light source 1702 having a compact form factor can be integrated on top of the microfluidic cell 1706.

[0044] Figure 18 shows another example of an optical fluid analyzer 1800 according to several embodiments. The optical fluid analyzer includes a light source 1802, an optical coupling element 1804, a microfluidic cell 1806, and a spectrometer 1808. The spectrometer 1808 can be integrated into an optical package 1810. The microfluidic cell 1806 may further include an optical window configured to seal the microfluidic cell 1806 and allow light to pass through the microfluidic cell 1806. Furthermore, the microfluidic cell 1806 can also function as a glass package window for the package 1810. Thus, the microfluidic cell / glass package window can be configured to seal the spectrometer 1808 (e.g., a MEMS-based FTIR spectrometer and detector). From an assembly standpoint, for better assembly and production processing, the microfluidic cell 1806 can be placed on the same production line as the optical package.

[0045] Figure 19 shows an example of an optical fluid analyzer 1900 configured for virus detection according to several embodiments. In some embodiments, the optical fluid analyzer 1900 can be configured to measure the spectrum of a patient's exhaled breath sample and predict the type of viral infection in the patient. For example, using various chemometric techniques, the ML engine (AI engine) of the optical fluid analyzer can predict the type of virus from the absorption bands of the spectrum. To measure the exhaled breath sample, the optical fluid analyzer 1900 may include an input tube 1902 through which the patient can blow air into the fluid cell of the optical fluid analyzer 1900 from their mouth.

[0046] The following is an overview of the embodiments of this disclosure.

[0047] Example 1: An optical fluid analyzer comprising: a light source configured to generate input light; a fluid cell configured to receive fluid; a first optical element configured to seal the fluid cell on its first side, further configured to guide input light into the fluid cell from its first side; a second optical element configured to seal the fluid cell on its second side opposite to the first side, further configured to receive output light from the fluid cell through its second side; a spectrometer configured to receive output light through the second optical element and to obtain a spectrum of the fluid based on the output light; and a machine learning engine configured to receive the spectrum and to generate results defining at least one parameter of the fluid.

[0048] Example 2: An optical fluid analyzer according to Example 1, characterized in that the second optical element is a flat optical window configured to be positioned between the fluid cell and the spectrometer and to seal the fluid cell on its second side.

[0049] Example 3: An optical fluid analyzer according to Example 2, characterized in that the first optical element comprises an additional flat optical window configured to be positioned between the light source and the fluid cell and to seal the fluid cell on its first side.

[0050] Example 4: An optical fluid analyzer according to Example 3, further comprising a ball lens coupled between an additional flat optical window and a fluid cell.

[0051] Example 5: An optical fluid analyzer according to Example 2, characterized in that the first optical element includes a ball lens coupled between the light source and the first side of the fluid cell.

[0052] Example 6: An optical fluid analyzer according to Example 5, further comprising a ball base configured to provide sealing between the ball lens and the first side of the fluid cell.

[0053] Example 7: An optical fluid analyzer according to Example 5 or Example 6, characterized in that the flat optical window includes a package glass window of a package containing a spectrometer, and the optical fluid analyzer further includes an O-ring configured to provide a seal between the package glass window and the second side of the fluid cell.

[0054] Example 8: An optical fluid analyzer according to Example 2, further comprising a ball lens configured to guide input light into a fluid cell from its first side, and a rubber spacer or spring coupled between the ball lens and a flat optical window.

[0055] Example 9: An optical fluid analyzer according to any of Examples 1 to 8, wherein the first optical element and the second optical element include an optical coupling element having a collimated design, the optical coupling element comprising a first lens configured to couple input light into a fluid cell on its first side, and a second lens configured to receive output light from the fluid cell through its second side and couple the output light into a spectrometer.

[0056] Example 10: An optical fluid analyzer according to Example 9, characterized in that each of the first lens and the second lens includes a ball lens or a half-ball lens.

[0057] Example 11: An optical fluid analyzer according to Example 9, wherein each of the first lens and the second lens includes a plano-convex lens, and the optical fluid analyzer further includes a reflector coupled behind the light source and configured to collect the back rays of the input light and reflect these back rays toward the first lens.

[0058] Example 12: An optical fluid analyzer according to any of Examples 1 to 3, further comprising: a first off-axis parabolic mirror configured to receive input light from a light source and reflect the input light into a fluid cell on its first side; and a second off-axis parabolic mirror configured to receive output light from a fluid cell via its second side and reflect the output light into a spectrometer.

[0059] Example 13: An optical fluid analyzer according to any of Examples 1 to 3, further comprising an off-axis parabolic mirror configured to receive input light from a light source and reflect the input light into a fluid cell on its first side, wherein a second optical element comprises a lens configured to receive output light from the fluid cell through its second side and guide the output light into a spectrometer.

[0060] Example 14: An optical fluid analyzer according to Example 1, Example 2, or any of Examples 5 to 9, characterized in that the first optical element includes a ball lens coupled between the light source and the first side of the fluid cell, and the ball lens is coated with a filter response coating at both ends thereof.

[0061] Example 15: An optical fluid analyzer as described in Example 14, further comprising a rotating device coupled to a ball lens, wherein the rotating device is configured to rotate the ball lens between a first orientation in which input light passes through the ball lens without passing through the filter response coating and a second orientation in which input light passes through the filter response coating of the ball lens, and the optical fluid analyzer is configured to operate in a calibration mode in which a machine learning engine is calibrated when the ball lens is in the second orientation.

[0062] Example 16: An optical fluid analyzer according to any of Examples 1 to 15, further comprising an actuator coupled to at least one of the first optical element or the second optical element, configured to cause motion of at least one of the first optical element or the second optical element, thereby changing the optical path length in the fluid cell.

[0063] Example 17: An optical fluid analyzer according to any of Examples 1 to 16, characterized in that at least one of the first optical element or the second optical element includes a coating on the inner surface facing the fluid cell to prevent fluid stiction.

[0064] Example 18: An optical fluid analyzer according to any of Examples 1 to 17, further comprising a database containing fluid data configured to train a machine learning engine.

[0065] Example 19: An optical fluid analyzer according to any of Examples 1 to 18, further comprising at least one sensor configured to generate sensor data related to the fluid in a fluid cell and to provide the sensor data to a machine learning engine.

[0066] Example 20: An optical fluid analyzer according to Example 19, characterized in that at least one sensor includes at least one of a pressure sensor, a flow sensor, a temperature sensor, or a humidity sensor.

[0067] Example 21: An optical fluid analyzer according to any of Examples 1 to 20, characterized in that the fluid cell includes a microfluidic cell.

[0068] Example 22: An optical fluid analyzer according to Example 21, characterized in that the second optical element includes a package glass window of a package including a spectrometer, and this package glass window includes a microfluidic cell.

[0069] Example 23: An optical fluid analyzer according to any of Examples 1 to 22, wherein the fluid contains a patient's breath sample, and the optical fluid analyzer further comprises an input tube connected to a fluid cell and configured to receive the patient's breath sample and supply the patient's breath sample into the fluid cell.

[0070] Example 24: An optical fluid analyzer according to any of Examples 1 to 23, characterized in that the spectrometer includes a micro-electromechanical system (MEMS) based Fourier transform infrared (FTIR) spectrometer.

[0071] Within this disclosure, the word “exemplary” is used to mean “serving as an example, embodiment, or specific example.” An implementation or aspect described herein as “exemplary” should not necessarily be construed as being preferable or advantageous to other aspects of this disclosure. Similarly, the term “aspect” does not require that all aspects of this disclosure include the features, advantages, or modes of operation discussed. The term “combined” is used herein to refer to a direct or indirect combination between two objects. For example, if object A is in physical contact with object B, and object B is in contact with object C, objects A and C may still be considered combined with each other, even if they are not in direct physical contact with each other. For example, object 1 may be combined with object 2 even if object 1 is not in direct physical contact with object 2. The terms “circuit” and “circuitry” are used broadly and are intended to include both hardware implementations of electrical devices and conductors and software implementations of information and instructions, where hardware implementations, when connected and configured, enable the performance of the functions described herein, without being limited to the type of electronic circuit, and software implementations, when performed by a processor, enable the performance of the functions described herein.

[0072] One or more of the components, steps, features, and / or functions shown in Figures 1 to 19 may be rearranged and / or combined into a single component, step, feature, or function, or may be embodied in several components, steps, or functions. Additional elements, components, steps, and / or functions may be added without departing from the novel features disclosed herein. Apparatus, devices, and / or components shown in Figures 1 to 19 may be configured to perform one or more of the methods, features, or steps described herein. Novel algorithms described herein may be efficiently implemented in software and / or embedded in hardware.

[0073] It should be understood that the specific order or hierarchy of steps in the disclosed method is illustrative of an exemplary process. It should be understood that the specific order or hierarchy of steps in the method may be rearranged based on design orientation. The appended claims for the method present elements of various steps in a sample order and are not intended to be limited to the specific order or hierarchy presented unless otherwise specified herein.

[0074] The foregoing description is provided to enable those skilled in the art to implement the various embodiments described herein. Various modifications to these embodiments will be readily apparent to those skilled in the art, and the general principles defined herein may also apply to other embodiments. Accordingly, the claims are not intended to be limited to the embodiments shown herein, but should be given the entire scope consistent with the language of the claims, and references to elements in the singular are not intended to mean “one” unless specifically stated so, but rather to mean “one or more.” Unless specifically stated, the term “several” means one or more. The phrase “at least one of” a list of items refers to any combination of those items, including a single member. For example, “at least one of a, b or c” is intended to cover: a, b, c and: a and b and: a and c and: b and c and: a, b and c. All structural and functional equivalents to elements of the various embodiments described herein, known or to those skilled in the art, are expressly incorporated herein by reference and are intended to be included in the claims. Furthermore, nothing disclosed herein is intended to be made available to the public, whether such disclosure is expressly contained in the claims. No element of a claim should be construed under Section 112(f) of the United States Patent Act unless it is expressly described using the phrase “means for,” or, in the case of a method claim, using the phrase “step for.”

Claims

1. An optical fluid analyzer, A light source configured to generate input light, A fluid cell configured to receive fluid, A first optical element configured to seal the fluid cell on its first side, the first optical element further configured to guide input light into the fluid cell from its first side, the first optical element including a ball lens coupled between the light source and the first side of the fluid cell, the ball lens having a filter response coating on both ends, A second optical element configured to seal the fluid cell on a second side opposite to the first side, the second optical element further configured to receive output light from the fluid cell through its second side, A spectrometer configured to receive the output light through the second optical element and to obtain the spectrum of a fluid based on the output light, A rotating device coupled to the ball lens, configured to rotate the ball lens between a first orientation in which input light passes through the ball lens without passing through the filter response coating, and a second orientation in which input light passes through the filter response coating of the ball lens, An optical fluid analyzer comprising a machine learning engine configured to receive the spectrum and generate results defining at least one parameter of the fluid, wherein the optical fluid analyzer is configured to operate in a calibration mode that calibrates the machine learning engine when the ball lens is in the second orientation.

2. In the optical fluid analyzer according to claim 1, An optical fluid analyzer characterized in that the second optical element comprises a flat optical window disposed between the fluid cell and the spectrometer, configured to seal the fluid cell on its second side.

3. In the optical fluid analyzer according to claim 2, An optical fluid analyzer further comprising a ball base configured to provide a seal between the ball lens and the first side of the fluid cell.

4. In the optical fluid analyzer according to claim 2, The flat optical window includes the package glass window of the package containing the spectrometer, and the optical fluid analyzer further includes An optical fluid analyzer characterized by including an O-ring configured to provide a seal between the package glass window and the second side of the fluid cell.

5. In the optical fluid analyzer according to claim 2, An optical fluid analyzer further comprising a rubber spacer or spring coupled between the ball lens and the flat optical window.

6. In the optical fluid analyzer according to claim 1, The first optical element and the second optical element include an optical coupling element, and this optical coupling element is A first lens configured to couple input light into the fluid cell on its first side, comprising the ball lens and the first lens, An optical fluid analyzer comprising a second lens configured to receive output light from the fluid cell through its second side and to couple the output light into the spectrometer.

7. In the optical fluid analyzer according to claim 6, An optical fluid analyzer characterized in that the second lens includes a ball lens.

8. In the optical fluid analyzer according to claim 1, A first off-axis parabolic mirror configured to receive input light from the light source and reflect this input light into the fluid cell on its first side, An optical fluid analyzer further comprising a second off-axis parabolic mirror configured to receive output light from the fluid cell through its second side and reflect the output light into the spectrometer.

9. In the optical fluid analyzer according to claim 1, An optical fluid analyzer further comprising an off-axis parabolic mirror configured to receive input light from the light source and reflect the input light into the fluid cell on its first side, wherein the second optical element includes a lens configured to receive output light from the fluid cell through its second side and guide the output light into the spectrometer.

10. In the optical fluid analyzer according to claim 1, An optical fluid analyzer characterized in that at least one of the first optical element or the second optical element includes a coating on the inner surface facing the fluid cell for preventing fluid stiction.

11. In the optical fluid analyzer according to claim 1, An optical fluid analyzer further comprising a database containing fluid data configured to train the aforementioned machine learning engine.

12. In the optical fluid analyzer according to claim 1, An optical fluid analyzer further comprising at least one sensor configured to generate sensor data related to the fluid in the fluid cell and to provide the sensor data to the machine learning engine.

13. In the optical fluid analyzer according to claim 12, An optical fluid analyzer characterized in that the at least one sensor includes at least one of a pressure sensor, a flow sensor, a temperature sensor, or a humidity sensor.

14. In the optical fluid analyzer according to claim 1, An optical fluid analyzer characterized in that the fluid cell includes a microfluidic cell.

15. In the optical fluid analyzer according to claim 14, An optical fluid analyzer characterized in that the second optical element includes a package glass window of a package including the spectrometer, and this package glass window includes the microfluidic cell.

16. In the optical fluid analyzer according to claim 1, The fluid contains a patient's breath sample, and the optical fluid analyzer, An optical fluid analyzer further comprising an input tube coupled to the fluid cell and configured to receive a patient's breath sample and supply the patient's breath sample into the fluid cell.

17. In the optical fluid analyzer according to claim 1, An optical fluid analyzer characterized in that the spectrometer includes a micro-electromechanical system (MEMS) based Fourier transform infrared (FTIR) spectrometer.

18. In the optical fluid analyzer according to claim 1, An optical fluid analyzer further comprising an actuator coupled to at least one of the first optical element or the second optical element, configured to cause motion of at least one of the first optical element or the second optical element, thereby changing the optical path length of the fluid cell.

19. In the optical fluid analyzer according to claim 2, An optical fluid analyzer further comprising a flat optical window disposed between the light source and the fluid cell and configured to seal the fluid cell on its first side, wherein the ball lens is coupled between the flat optical window and the fluid cell.

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