Abstract
Miniaturization and integration of sensors on chip has become essential with advancements of artificial intelligence and the Internet of Thing. The size of existing microbend optical stress sensors is too large for integration on a chip, necessitating fundamental change of structural design to achieve micron-sized lithography. In this regard, we demonstrate the design and analysis of a multi-layer microbend optical stress sensor using an advanced Multiphysics simulation model that could be potentially embedded on chips after the experimental tests of the basic microbend optical stress sensor units. The sensor architecture is optimized not just in size, but also the materials in the layers. A well-optimized structure of Glass/Ag/SU8/PDMS architecture delivers best comprehensive performance resulting in a sensitivity in one pitch of 110.42 µm which is 0.00935 N−1 with a linearity of R2 = 0.99868 at a detectable range of 1200 N–2800 N. This work paves way for embedding microbend optical stress sensors on chips to further accelerate sensors for communication and information technologies.
Graphic abstract
Similar content being viewed by others
Data availability
The datasets generated during and/or analyzed during the current study are available from the corresponding author on reasonable request.
References
Kalasin, S., Sangnuang, P., Surareungchai, W.: Satellite-based sensor for environmental heat-stress sweat creatinine monitoring: the remote artificial intelligence-assisted epidermal wearable sensing for health evaluation. ACS Biomater. Sci. Eng. 7(1), 322 (2021)
H. Goyal, R. Mann, Z. Gandhi, A. Perisetti, Z. H. Zhang, N. Sharma, S. Saligram, S. Inamdar, and B. Tharian, Application of artificial intelligence in pancreaticobiliary diseases, Ther. Adv. Gastrointest. Endosc. 14 (2021)
Wu, H.Q., Dai, Q.H.: Artificial intelligence accelerated by light. Nature 589(7840), 25 (2021)
Reddy, B.S.N., Pramada, S.K., Roshni, T.: Monthly surface runoff prediction using artificial intelligence: a study from a tropical climate river basin. J. Earth Syst. Sci. 130(1), 35 (2021)
Scheetz, J., He, M., van Wijngaarden, P.: Ophthalmology and the emergence of artificial intelligence. Med. J. Australia 214(4), 155 (2021)
Jacques, T., Fournier, L., Zins, M., Adamsbaum, C., Chaumoitre, K., Feydy, A., Millet, I., Montaudon, M., Beregi, J.-P., Bartoli, J.-M., Cart, P., Masson, J.-P., Meder, J.-F., Boyer, L., Cotten, A.: Proposals for the use of artificial intelligence in emergency radiology. Diagn. Interv. Imaging 102(2), 63 (2021)
Edwards, S.D.: The HeartMath coherence model: implications and challenges for artificial intelligence and robotics. AI & Soc. 34(4), 899 (2019)
Li, X.: Research on tourism industrial cluster and information platform based on Internet of things technology. J. Distrib. Sens. N, Int (2019). https://doi.org/10.1177/1550147719858840
Ang, K.L.M., Seng, J.K.P.: Application Specific Internet of Things (ASIoTs): taxonomy, applications, use case and future directions. IEEE Access 7, 56577 (2019)
Wang, W., Yiu, H.H.P., Li, W.J., Roy, V.A.L.: The principle and architectures of optical stress sensors and the progress on the development of microbend optical sensors. Adv. Opt. Mater. 9(10), 2001693 (2021)
Ge, J., Sun, L., Zhang, F.-R., Zhang, Y., Shi, L.-A., Zhao, H.-Y., Zhu, H.-W., Jiang, H.-L., Yu, S.-H.: A stretchable electronic fabric artificial skin with pressure-, lateral strain-, and flexion-sensitive properties. Adv. Mater. 28(4), 722 (2016)
Hu, F., Zhang, L., Liu, W.Z., Guo, X.X., Shi, L., Liu, X.Y.: Gel-based artificial photonic skin to sense a gentle touch by reflection. ACS Appl. Mater. Interfaces 11(17), 15195 (2019)
Heo, S.H., Kim, C., Kim, T.S., Park, H.S.: Human-palm-inspired artificial skin material enhances operational functionality of hand manipulation. Adv. Funct. Mater. 30, 2002360 (2020)
Liang, F., Fan, Y.J., Kuang, S.Y., Wang, H.L., Wang, Y., Xu, P., Wang, Z.L., Zhu, G.: Layer-by-layer assembly of nanofiber/nanoparticle artificial skin for strain-insensitive UV shielding and visualized UV detection. Adv. Mater. Technol. 5(4), 1900976 (2020)
Park, S., Shin, B.G., Jang, S., Chung, K.: Three-dimensional self-healable touch sensing artificial skin device. ACS Appl. Mater. Interfaces 12(3), 3953 (2020)
Low, Z.W.K., Li, Z.B., Owh, C., Chee, P.L., Ye, E.Y., Kai, D., Yang, D.P., Loh, X.J.: Using artificial skin devices as skin replacements: Insights into superficial treatment. Small 15(9), 1805453 (2019)
Sun, Q.-J., Zhao, X.-H., Yeung, C.-C., Tian, Q., Kong, K.-W., Wu, W., Venkatesh, S., Li, W.-J., Roy, V.A.L.: Bioinspired, self-powered, and highly sensitive electronic skin for sensing static and dynamic pressures. ACS Appl. Mater. Interfaces 12(33), 37239 (2020)
Sun, Q.-J., Zhao, X.-H., Zhou, Y., Yeung, C.-C., Wu, W., Venkatesh, S., Xu, Z.-X., Wylie, J.J., Li, W.-J., Roy, V.A.L.: Fingertip-skin-inspired highly sensitive and multifunctional sensor with hierarchically structured conductive graphite/polydimethylsiloxane foams. Adv. Funct. Mater. 29(18), 1808829 (2019)
Sun, Q.-J., Li, T., Wu, W., Venkatesh, S., Zhao, X.-H., Xu, Z.-X., Roy, V.A.L.: Printed high-k dielectric for flexible low-power extended gate field-effect transistor in sensing pressure. ACS Appl. Electron. Mater. 1(5), 711 (2019)
Sun, Q.J., Zhuang, J.Q., Venkatesh, S., Zhou, Y., Han, S.T., Wu, W., Kong, K.W., Li, W.J., Chen, X.F., Li, R.K.Y., Roy, V.A.L.: Highly sensitive and ultrastable skin sensors for biopressure and bioforce measurements based on hierarchical microstructures. ACS Appl. Mater. Interfaces 10(4), 4086 (2018)
Lim, Y., Park, J.: Sensor resource sharing approaches in sensor-cloud infrastructure. Int. J. Distrib. Sens. N. 2014, 476090 (2014)
Basjaruddin, N.C., Syahbarudin, F., Sutjiredjeki, E.: Measurement Device for Stress Level and Vital Sign Based on Sensor Fusion. Healthc. Inform. Res. 27(1), 11 (2021)
Kayed, M.O., Balbola, A.A., Lou, E., Moussa, W.A.: Development of MEMS-based piezoresistive 3D stress/strain sensor using strain technology and smart temperature compensation. J. Micromech. Microeng. 31(3), 035010 (2021)
T. Tran Quang and N.-E. Lee, Flexible and stretchable physical sensor integrated platforms for wearable human-activity monitoring and personal healthcare, Adv. Mater. 28 (22), 4338 (2016)
Khan, Y., Ostfeld, A.E., Lochner, C.M., Pierre, A., Arias, A.C.: Monitoring of vital signs with flexible and wearable medical devices. Adv. Mater. 28(22), 4373 (2016)
Pang, C., Koo, J.H., Amanda, N., Caves, J.M., Kim, M.-G., Chortos, A., Kim, K., Wang, P.J., Tok, J.B.H., Bao, Z.: Highly skin-conformal microhairy sensor for pulse signal amplification. Adv. Mater. 27(4), 634 (2015)
Milici, S., Lazaro, A., Villarino, R., Girbau, D., Magnarosa, M.: Wireless Wearable Magnetometer-Based Sensor for Sleep Quality Monitoring. IEEE Sens. J. 18(5), 2145 (2018)
Chen, J., Abbod, M., Shieh, J.S.: Pain and Stress Detection Using Wearable Sensors and Devices-A Review. Sensors 21(4), 1030 (2021)
Georgopoulou, A., Michel, S., Vanderborght, B., Clemens, F.: Piezoresistive sensor fiber composites based on silicone elastomers for the monitoring of the position of a robot arm. Sens. Actuator. A Phys. 318, 112433 (2021)
Wang, X., Liu, Z., Zhang, T.: Flexible sensing electronics for wearable/attachable health monitoring. Small 13(25), 1602790 (2017)
Kenry, J. C. Yeo, and C. T. Lim, Emerging flexible and wearable physical sensing platforms for healthcare and biomedical applications, Microsyst. Nanoeng. 2, 16043 (2016)
Wang, J.L., Lu, C.H., Zhang, K.: Textile-Based Strain Sensor for Human Motion Detection. Energy Environ. Mater. 3(1), 80 (2020)
Chen, W., Yan, X.: Progress in achieving high-performance piezoresistive and capacitive flexible pressure sensors: A review. J. Mater. Sci. Technol. 43, 175 (2020)
Rivadeneyra, A., Lopez-Villanueva, J.A.: Recent Advances in Printed Capacitive Sensors. Micromachines 11(4), 20 (2020)
Song, P.S., Ma, Z., Ma, J., Yang, L.L., Wei, J.T., Zhao, Y.M., Zhang, M.L., Yang, F.H., Wang, X.D.: Recent Progress of Miniature MEMS Pressure Sensors. Micromachines 11(1), 38 (2020)
Lu, T.W., Lee, P.T.: Ultra-high sensitivity optical stress sensor based on double-layered photonic crystal microcavity. Opt. Express 17(3), 1518 (2009)
Gafsi, R., Lecoy, P., Malki, A.: Stress optical fiber sensor using light coupling between two laterally fused multimode optical fibers. Appl. Optics 37(16), 3417 (1998)
Su, L., Chiang, K.S., Lu, C.: Fiber Bragg-grating incorporated microbend sensor for simultaneous mechanical parameter and temperature measurement. IEEE Photonics Technol. Lett. 17(12), 2697 (2005)
Chen, Z.H., Lau, D., Teo, J.T., Ng, S.H., Yang, X.F., Kei, P.L.: Simultaneous measurement of breathing rate and heart rate using a microbend multimode fiber optic sensor. J. Biomed. Opt. 19(5), 057001 (2014)
A. Bichler, S. Lecler, B. Serio, S. Fischer, and P. Pfeiffer, Mode couplings and elasto-optic effects study in a proposed mechanical microperturbed multimode optical fiber sensor, J. Opt. Soc. Am. A-Opt. Image Sci. Vis. 29 (11), 2386 (2012)
MacLean, A., Moran, C., Johnstone, W., Culshaw, B., Marsh, D., Parker, P.: Detection of hydrocarbon fuel spills using a distributed fibre optic sensor. Sens. Actuator A-Phys. 109(1–2), 60 (2003)
Lau, D., Chen, Z.H., Teo, J.T., Ng, S.H., Rumpel, H., Lian, Y., Yang, H., Kei, P.L.: Intensity-modulated microbend fiber optic sensor for respiratory monitoring and gating during MRI. IEEE Trans. Biomed. Eng. 60(9), 2655 (2013)
Jenstrom, D.T., Chen, C.L.: A fiber optic microbend tactile sensor array. Sens. Actuators 20(3), 239 (1989)
Linec, M., Donlagic, D.: A plastic optical fiber microbend sensor used as a low-cost anti-squeeze detector. IEEE Sens. J. 7(9–10), 1262 (2007)
Sadek, I., Seet, E., Biswas, J., Abdulrazak, B., Mokhtari, M.: Nonintrusive vital signs monitoring for sleep apnea patients: A preliminary study. IEEE Access 6, 2506 (2018)
Yang, X.F., Chen, Z.H., Elvin, C.S.M., Janice, L.H.Y., Ng, S.H., Teo, J.T., Wu, R.F.: Textile fiber optic microbend sensor used for heartbeat and respiration monitoring. IEEE Sens. J. 15(2), 757 (2015)
Lagakos, N., Trott, W.J., Hickman, T.R., Cole, J.H., Bucaro, J.A.: Microbend fiber-optic sensor as extended hydrophone. IEEE J. Quantum Electron. 18(10), 1633 (1982)
Grossman, B.G., Yongphiphatwong, T., Sokol, M.: In situ device for salinity measurements (chloride detection) of ocean surface. Opt. Laser Technol. 37(3), 217 (2005)
Wu, L.C., Wang, Q., Guo, M.J., Du, C., Zhang, Y.N.: Characterization of displacement sensing based on fiber optic microbend losses. Instrum. Sci. Technol. 44(5), 471 (2016)
Diemeer, M.B.J., Trommel, E.S.: Fiber-optic microbend sensors: sensitivity as a function of distortion wavelength. Opt. Lett. 9(6), 260 (1984)
Horsthuis, W.H.G., Fluitman, J.H.J.: The development of fibre optic microbend sensors. Sens. Actuators 3(2), 99 (1983)
Mekhtiev, A.D., Yurchenko, A.V., Neshina, E.G., Al’kina, A.D., Madi, P.S.: Physical Principles of Developing Pressure Sensors Using Refractive Index Changes in Optical Fiber Microbending. Russ. Phys. J. 63(2), 323 (2020)
Pandey, N.K., Yadav, B.C.: Embedded fibre optic microbend sensor for measurement of high pressure and crack detection. Sens. Actuator A-Phys. 128(1), 33 (2006)
Luo, F., Liu, J.Y., Ma, N.B., Morse, T.F.: A fiber optic microbend sensor for distributed sensing application in the structural strain monitoring. Sens. Actuator A-Phys. 75(1), 41 (1999)
COMSOL Multiphysics® v. 5.5. cn.comsol.com. COMSOL AB, Stockholm, Sweden.
Denu, G.A., Liu, Z.C., Fu, J., Wang, H.X.: A finite element analysis of the effects of geometrical shape on the elastic properties of chemical vapor deposited diamond nanowire. AIP Adv. 7(1), 015025 (2017)
Sapra, G., Sharma, P.: Design and analysis of MEMS MWCNT/epoxy strain sensor using COMSOL. Pramana 89(1), 10 (2017)
Ainslie, M.D., Huang, K.Y., Fujishiro, H., Chaddock, J., Takahashi, K., Namba, S., Cardwell, D.A., Durrell, J.H.: Numerical modelling of mechanical stresses in bulk superconductor magnets with and without mechanical reinforcement. Supercond. Sci. Technol. 32(3), 034002 (2019)
Lee, Y.H., Kim, H.O., Kim, Y.J.: Structural Characteristics of a Conical-Frustum-Patterned Stretchable Heater in an External-Force Environment. J. Nanosci. Nanotechno. 18(9), 6606 (2018)
Velamuri, A.V., Patel, K., Sharma, I., Gupta, S.S., Gaikwad, S., Krishnamurthy, P.K.: Investigation of Planar and Helical Bend Losses in Single- and Few-Mode Optical Fibers. J. Lightwave Technol. 37(14), 3544 (2019)
Hammond, C.R., Norman, S.R.: Silica based binary glass systems-refractive index behavior and composition in optical fibers. Opt. Quantum Electron. 9(5), 399 (1977)
Toupin, P., Brilland, L., Méchin, D., Adam, J., Troles, J.: Optical Aging of Chalcogenide Microstructured Optical Fibers. J. Lightwave Technol. 32(13), 2428 (2014)
Rault, G., Adam, J.L., Smektala, F., Lucas, J.: Fluoride glass compositions for waveguide applications. J. Fluorine Chem. 110(2), 165 (2001)
Byun, I., Kim, B.: Fabrication of three-dimensional PDMS microstructures by selective bonding and cohesive mechanical failure. Microelectron. Eng. 121, 92 (2014)
Donlagic, D., Zavrsnik, M.: Fiber-optic microbend sensor structure. Opt. Lett. 22(11), 837 (1997)
Lagakos, N., Cole, J.H., Bucaro, J.A.: Microbend fiber-optic sensor. Appl. Optics 26(11), 2171 (1987)
Mawlud, S.Q., Muhamad, N.Q.: Theoretical and Experimental Study of a Numerical Aperture for Multimode PCS Fiber Optics Using an Imaging Technique. Chin. Phys. Lett. 29(11), 114217 (2012)
Wadsworth, W.J., Percival, R.M., Bouwmans, G., Knight, J.C., Birks, T.A., Hedley, T.D., Russell, P.S.J.: Very high numerical aperture fibers. IEEE Photonics Technol. Lett. 16(3), 843 (2004)
Issa, N.A.: High numerical aperture in multimode microstructured optical fibers. Appl. Optics 43(33), 6191 (2004)
Krishna, B., Chaturvedi, A., Mishra, N., Das, K.: Nanomechanical characterization of SU8/ZnO nanocomposite films for applications in energy-harvesting microsystems. J. Micromech. Microeng. 28(11), 115013 (2018)
Wang, X., Gao, W., Hung, J., Tam, W.Y.: Optical activities of large-area SU8 microspirals fabricated by multibeam holographic lithography. Appl. Optics 53(11), 2425 (2014)
Presby, H.M., Marcuse, D.: Refractive index and diameter determinations of step index optical fibers and preforms. Appl. Optics 13(12), 2882 (1974)
Dunklin, J.R., Forcherio, G.T., Berry, K.R., Roper, D.K.: Gold nanoparticle-polydimethylsiloxane thin films enhance thermoplasmonic dissipation by internal reflection. J. Phys. Chem. C 118(14), 7523 (2014)
Baumert, J., Hoffnagle, J.: Numerical method for the calculation of mode fields and propagation constants in optical waveguides. J. Lightwave Technol. 4(11), 1626 (1986)
Berenger, J.-P.: A perfectly matched layer for the absorption of electromagnetic waves. J. Comput. Phys. 114(2), 185 (1994)
Zhou, D., Huang, W.P., Xu, C.L., Fang, D.G., Chen, B.: The perfectly matched layer boundary condition for scalar finite-difference time-domain method. IEEE Photon. Technol. Lett. 13(5), 454 (2001)
Davidson, D.B., Botha, M.M.: Evaluation of a spherical PML for vector FEM applications. IEEE Trans. Antennas Propag. 55(2), 494 (2007)
Selleri, S., Vincetti, L., Cucinotta, A., Zoboli, M.: Complex FEM modal solver of optical waveguides with PML boundary conditions. Opt. Quantum Electron. 33(4), 359 (2001)
Hastings, M.C., Chiu, B., Nippa, D.W.: Engineering the development of optical fiber sensors for adverse environments. Nucl. Eng. Des. 167(3), 239 (1997)
Huang, C., Wang, W., Wu, W., Ledoux, W.R.: Composite optical bend loss sensor for pressure and shear measurement. IEEE Sens. J. 7(11), 1554 (2007)
Jiguet, S., Judelewicz, M., Mischler, S., Bertch, A., Renaud, P.: Effect of filler behavior on nanocomposite SU8 photoresist for moving micro-parts. Microelectron. Eng. 83(4), 1273 (2006)
Viannie, L.R., Jayanth, G.R., Radhakrishna, V., Rajanna, K.: Fabrication and nonlinear thermomechanical analysis of SU8 thermal actuator. J. Microelectromech. Syst. 25(1), 125 (2016)
Tian, Y.T., Shang, X.B., Lancaster, M.J.: Fabrication of multilayered SU8 structure for terahertz waveguide with ultralow transmission loss. J. Micro/Nanolith. MEMS MOEMS 13(1), 013002 (2014)
Yang, M., Wu, X., Li, H., Cui, G., Bai, Z., Wang, L., Kraft, M., Liu, G., Wen, L.: A novel rare cell sorting microfluidic chip based on magnetic nanoparticle labels. J. Micromech. Microeng. 31(3), 034003 (2021)
Kumar, V., Sharma, N.N.: Synthesis of hydrophilic to superhydrophobic SU8 surfaces. J. Appl. Polym. Sci. 132(18), 41934 (2015)
Baibarac, M., Radu, A., Cristea, M., Cercel, R., Smaranda, I.: UV light effect on cationic photopolymerization of the SU8 photoresist and its composites with carbon nanotubes: new evidence shown by photoluminescence studies. J. Phys. Chem. C 124(13), 7467 (2020)
Nordstroem, M., Zauner, D.A., Boisen, A., Huebner, J.: Single-mode waveguides with SU-8 polymer core and cladding for MOEMS applications. J. Lightwave Technol. 25(5), 1284 (2007)
Shi, J.H., Wang, Z.P.: Designs of infrared nonpolarizing beam splitters with a Ag layer in a glass cube. Appl. Optics 47(14), 2619 (2008)
Ovchinnikov, Y.B.: A planar waveguide beam splitter. Opt. Commun. 220(4), 229 (2003)
Sibin, K.P., Selvakumar, N., Kumar, A., Dey, A., Sridhara, N., Shashikala, H.D., Sharma, A.K., Barshilia, H.C.: Design and development of ITO/Ag/ITO spectral beam splitter coating for photovoltaic-thermoelectric hybrid systems. Sol. Energy 141, 118 (2017)
Homes, C.C., Carr, G.L., Lobo, R.P.S.M., LaVeigne, J.D., Tanner, D.B.: Silicon beam splitter for far-infrared and terahertz spectroscopy. Appl. Opt. 46(32), 7884 (2007)
Tao, L., Deng, S., Gao, H., Lv, H., Wen, X., Li, M.: Experimental investigation of the dielectric constants of thin noble metallic films using a surface plasmon resonance sensor. Sensors 20(5), 1505 (2020)
Wang, Q., Zhang, Y., Chen, G., Chen, Z., Hee, H.I.: Assessment of Heart Rate and Respiratory Rate for Perioperative Infants Based on ELC Model. IEEE Sens. J. 21(12), 13685 (2021)
Funding
The authors acknowledge the grant from the Research Grant Council of HKSAR (Grant No. CityU 11210819).
Author information
Authors and Affiliations
Contributions
The first draft of the manuscript was written by Weijia Wang, and all authors commented on previous versions of the manuscript. All authors read and approved the final manuscript.
Corresponding author
Ethics declarations
Competing interests
The authors have no relevant financial or non-financial interests to disclose.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Wang, W., De Souza, M.M., Ghannam, R. et al. A novel micro-scaled multi-layered optical stress sensor for force sensing. J Comput Electron 22, 768–782 (2023). https://doi.org/10.1007/s10825-023-02014-y
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10825-023-02014-y