Fabrication Techniques and Sensing Mechanisms of Textile-Based Strain Sensors: From Spatial 1D and 2D Perspectives

Shilin Liu, Wenting Zhang, Jingzong He, Yonggen Lu, Qilin Wu, Malcolm Xing

Advanced Fiber Materials ›› 2023, Vol. 6 ›› Issue (1) : 36-67. DOI: 10.1007/s42765-023-00338-9
Review

Fabrication Techniques and Sensing Mechanisms of Textile-Based Strain Sensors: From Spatial 1D and 2D Perspectives

Author information +
History +

Abstract

The intelligent textile sensors based on fiber (1D) and fabric (2D) are the ideal candidates for wearable devices. Their flexible weaving and unique structure endow them with flexibility, lightweight, good air permeability, and feasible integration with garments. In view of the spring-up of novel textile-based strain sensors, the novel materials and fabrication approaches were elaborated from spatial perspectives, i.e., 1D fibers/yarn and 2D fabric. The intrinsic sensing mechanism is the primary factor affecting sensor sensitivity, and the variation trend of the sensing signal is closely related to it. Although existing studies have involved various sensing mechanisms, there is still lacking systematic classification and discussion. Hence, the sensing mechanisms of textile-based sensors were elaborated from spatial perspectives. Considering that strain sensors were mostly based on resistance variation, the sensing mechanisms of resistive textile-based strain sensors were mainly focused, mainly including fiber deformation, tunneling effect, crack propagation, fabric deformation, electrical contact and bridge connection. Meanwhile, the corresponding resistance prediction models, usually used as important data fitting methodology, were also comprehensively discussed, which can reproduce the resistance trend and provide guidance for the sensor performance. Finally, the multifunctionality of textile-based strain sensors was summarized, namely multi-mode signal detection, visual interaction, energy collection, thermal management and medical treatment were discussed. It was expected to provide research insights into the multifunctional integration of textile sensors.

Keywords

Textile sensors / Fabrication approaches / Sensing mechanism / Prediction model / Multifunctionality

Cite this article

Download citation ▾
Shilin Liu, Wenting Zhang, Jingzong He, Yonggen Lu, Qilin Wu, Malcolm Xing. Fabrication Techniques and Sensing Mechanisms of Textile-Based Strain Sensors: From Spatial 1D and 2D Perspectives. Advanced Fiber Materials, 2023, 6(1): 36‒67 https://doi.org/10.1007/s42765-023-00338-9

References

[1]
Nguyen T, Dinh T, Phan HP, Pham TA, Dau VT, Nguyen NT, Dao DV. Advances in ultrasensitive piezoresistive sensors: from conventional to flexible and stretchable applications. Mater Horiz, 2021, 8: 2123,
CrossRef Google scholar
[2]
Gao JY, Shang KZ, Ding YC, Wen ZH. Material and configuration design strategies towards flexible and wearable power supply devices: a review. J Mater Chem A, 2021, 9: 8950,
CrossRef Google scholar
[3]
Yang Y, Wang HM, Zhang S, Wei Y, He XM, Wang JL, Zhang YY, Ji Y. Vitrimer-based soft actuators with multiple responsiveness and self-healing ability triggered by multiple stimuli. Matter, 2021, 4: 3354,
CrossRef Google scholar
[4]
Sun HX, Tian W, Cao FR, Xiong J, Li L. Ultrahigh-performance self-powered flexible double-twisted fibrous broadband perovskite photodetector. Adv Mater, 2018, 30: 7,
CrossRef Google scholar
[5]
Lu YY, Xu KC, Zhang LS, Deguchi M, Shishido H, Arie T, Pan RH, Hayashi A, Shen L, Akita S, Takei K. Multimodal plant healthcare flexible sensor system. ACS Nano, 2020, 14: 10966,
CrossRef Google scholar
[6]
Harada S, Kanao K, Yamamoto Y, Arie T, Akita S, Takei K. Fully printed flexible fingerprint-like three-axis tactile and slip force and temperature sensors for artificial skin. ACS Nano, 2014, 8: 12851,
CrossRef Google scholar
[7]
Zhu D, Zhang ZY, Chen M, Li P, Xiang YZ, Ouyang JY, Huang ZH, Liu XJ, Wang FH, Yang MP, Zeng HT, Hong P, Wei L, Hou C, Tao GM. A perspective on rhythmic gymnastics performance analysis powered by intelligent fabric. Adv Fiber Mater, 2023, 5: 1,
CrossRef Google scholar
[8]
Chen M, Li P, Wang R, Xiang YZ, Huang ZH, Yu Q, He MY, Liu J, Wang JX, Su MY, Zhang MN, Jian AJ, Ouyang JY, Zhang CX, Li J, Dong MX, Zeng SN, Wu JW, Hong P, Hou C, Zhou N, Zhang DY, Zhou HM, Tao GM. Multifunctional fiber-enabled intelligent health agents. Adv Mater, 2022, 34: 2200985,
CrossRef Google scholar
[9]
Chen M, Liu J, Li P, Gharavi H, Hao YX, Ouyang JY, Hu JY, Hu L, Hou C, Humar I, Wei L, Yang GZ, Tao GM. Fabric computing: concepts, opportunities, and challenges. The Innovation, 2022, 3,
CrossRef Google scholar
[10]
Chen M, Jiang YY, Guizani N, Zhou J, Tao GM, Yin J, Hwang K. Living with I-fabric: smart living powered by intelligent fabric and deep analytics. IEEE Network, 2020, 34: 156,
CrossRef Google scholar
[11]
Liang XP, Fan AR, Li Z, Wei N, Fan W, Liang HR, Wang HM, Bi P, Li S, Wu XE, Lu HJ, Hao Q, Zhang X, Zhang YY. Highly regulatable heat conductance of graphene–sericin hybrid for responsive textiles. Adv Funct Mater, 2022, 32: 2111121,
CrossRef Google scholar
[12]
Wang HM, Zhang Y, Liang XP, Zhang YY. Smart fibers and textiles for personal health management. ACS Nano, 2021, 15: 12497,
CrossRef Google scholar
[13]
Fan ZY, Ho JC, Jacobson ZA, Yerushalmi R, Alley RL, Razavi H, Javey A. Wafer-scale assembly of highly ordered semiconductor nanowire arrays by contact printing. Nano Lett, 2008, 8: 20,
CrossRef Google scholar
[14]
Kim DH, Kim YS, Amsden J, Panilaitis B, Kaplan DL, Omenetto FG, Zakin MR, Rogers JA. Silicon electronics on silk as a path to bioresorbable, implantable devices. Appl Phys Lett, 2009, 95,
CrossRef Google scholar
[15]
Chatterjee K, Tabor J, Ghosh TK. Electrically conductive coatings for fiber-based e-textiles. Fibers, 2019, 7: 51,
CrossRef Google scholar
[16]
Zhu C, Wu JW, Yan JH, Liu XQ. Advanced fiber materials for wearable electronics. Adv Fiber Mater, 2023, 5: 12,
CrossRef Google scholar
[17]
Chen CR, Feng JY, Li JX, Guo Y, Shi X, Peng HS. Functional fiber materials to smart fiber devices. Chem Rev, 2023, 123: 613,
CrossRef Google scholar
[18]
He XY, Zhang XD, Zhang HH, Li CZ, Luo QL, Li XX, Wang LM, Qin XH. Facile fabrication of stretchable and multifunctional thermoelectric composite fabrics with strain-enhanced self-powered sensing performance. Compos Commun, 2022, 35,
CrossRef Google scholar
[19]
Chen M, Ouyang JY, Jian AJ, Liu J, Li P, Hao YX, Gong YC, Hu J, Zhou J, Wang R, Wang JX, Hu L, Wang YW, Ouyang J, Zhang J, Hou C, Wei L, Zhou HM, Zhang DY, Tao GM. Imperceptible, designable, and scalable braided electronic cord. Nat Commun, 2022, 13: 7097,
CrossRef Google scholar
[20]
Li P, Sun ZH, Wang R, Gong YC, Zhou YT, Wang YW, Liu XJ, Zhou XJ, Ouyang J, Chen MZ, Hou C, Chen M, Tao GM. Flexible thermochromic fabrics enabling dynamic colored display. Front Optoelectron, 2022, 15: 40,
CrossRef Google scholar
[21]
Lian YL, Yu H, Wang MY, Yang XN, Li Z, Yang F, Wang Y, Tai HL, Liao YL, Wu JY, Wang XR, Jiang YD, Tao GM. A multifunctional wearable e-textile via integrated nanowire-coated fabrics. J Mater Chem C, 2020, 8: 8399,
CrossRef Google scholar
[22]
Lu WD, Yu P, Jian MQ, Wang HM, Wang HM, Liang XP, Zhang YY. Molybdenum disulfide nanosheets aligned vertically on carbonized silk fabric as smart textile for wearable pressure-sensing and energy devices. ACS Appl Mater Interfaces, 2020, 12: 11825,
CrossRef Google scholar
[23]
Wang Q, Jian MQ, Wang CY, Zhang YY. Carbonized silk nanofiber membrane for transparent and sensitive electronic skin. Adv Funct Mater, 2017, 27: 1605657,
CrossRef Google scholar
[24]
Wang JF, Huang S, Lu X, Xu ZG, Zhao Y, Li JL, Wang XG. Wet-spinning of highly conductive nanocellulose-silver fibers. J Mater Chem C, 2017, 5: 9673,
CrossRef Google scholar
[25]
Niu HT, Zhou H, Wang HX, Lin T. Polypyrrole-coated PDMS fibrous membrane: flexible strain sensor with distinctive resistance responses at different strain ranges. Macromol Mater Eng, 2016, 301: 707,
CrossRef Google scholar
[26]
Gao Y, Guo FY, Cao P, Liu JC, Li DM, Wu J, Wang N, Su YW, Zhao Y. Winding-locked carbon nanotubes/polymer nanofibers helical yarn for ultrastretchable conductor and strain sensor. ACS Nano, 2020, 14: 3442,
CrossRef Google scholar
[27]
Shi X, Zuo Y, Zhai P, Shen JH, Yang YW, Gao Z, Liao M, Wu JX, Wang JW, Xu XJ, Tong Q, Zhang B, Wang BJ, Sun XM, Zhang LH, Pei QB, Jin DY, Chen PN, Peng HS. Large-area display textiles integrated with functional systems. Nature, 2021, 591: 240,
CrossRef Google scholar
[28]
Zhou XF, Xu XJ, Zuo Y, Liao M, Shi X, Chen CR, Xie SL, Zhou P, Sun XM, Peng HS. A fiber-shaped light-emitting pressure sensor for visualized dynamic monitoring. J Mater Chem C, 2020, 8: 935,
CrossRef Google scholar
[29]
Lee T, Lee W, Kim SW, Kim JJ, Kim BS. Flexible textile strain wireless sensor functionalized with hybrid carbon nanomaterials supported ZnO nanowires with controlled aspect ratio. Adv Funct Mater, 2016, 26: 6206,
CrossRef Google scholar
[30]
Chen XY, Cao HH, He Y, Zhou QL, Li ZC, Wang W, He Y, Tao GM, Hou C. Advanced functional nanofibers: strategies to improve performance and expand functions. Front Optoelectron, 2022, 15: 50,
CrossRef Google scholar
[31]
Yan W, Dong CQ, Xiang YZ, Jiang S, Leber A, Loke G, Xu WX, Hou C, Zhou SF, Chen M, Hu R, Shum PP, Wei L, Jia XT, Sorin F, Tao XM, Tao GM. Thermally drawn advanced functional fibers: new frontier of flexible electronics. Mater Today, 2020, 35: 168,
CrossRef Google scholar
[32]
Wang CY, Li X, Gao EL, Jian MQ, Xia KL, Wang Q, Xu ZP, Ren TL, Zhang YY. Carbonized silk fabric for ultrastretchable, highly sensitive, and wearable strain sensors. Adv Mater, 2016, 28: 6640,
CrossRef Google scholar
[33]
Liu ZF, Fang S, Moura FA, Ding JN, Jiang N, Di J, Zhang M, Lepro X, Galvao DS, Haines CS, Yuan NY, Yin SG, Lee DW, Wang R, Wang HY, Lv W, Dong C, Zhang RC, Chen MJ, Yin Q, Chong YT, Zhang R, Wang X, Lima MD, Ovalle-Robles R, Qian D, Lu H, Baughman RH. Hierarchically buckled sheath-core fibers for superelastic electronics, sensors, and muscles. Science, 2015, 349: 400,
CrossRef Google scholar
[34]
Liu XH, Miao JL, Fan Q, Zhang WX, Zuo XW, Tian MW, Zhu SF, Zhang XJ, Qu LJ. Recent progress on smart fiber and textile based wearable strain sensors: materials, fabrications and applications. Adv Fiber Mater, 2022, 4: 361,
CrossRef Google scholar
[35]
Zhang Y, Zhang YF, Zhou JH, Zhang DS, Lin H, Chen YY, Li Y, Xiong JQ. Stretchable composite conductive fibers for wearables. Adv Mater Technol, 2022,
CrossRef Google scholar
[36]
Zhang YJ, Li XY, Kim J, Tong YX, Thompson EG, Jiang S, Feng ZA, Yu L, Wang JH, Ha DS, Sontheimer H, Johnson BN, Jia XT. Thermally drawn stretchable electrical and optical fiber sensors for multimodal extreme deformation sensing. Adv Opt Mater, 2021, 9: 2001815,
CrossRef Google scholar
[37]
Wu XD, Han YY, Zhang XX, Lu CH. Highly sensitive, stretchable, and wash-durable strain sensor based on ultrathin conductive layer@polyurethane yarn for tiny motion monitoring. ACS Appl Mater Interfaces, 2016, 8: 9936,
CrossRef Google scholar
[38]
Sun T, Jiang YD, Duan ZH, Yuan Z, Wang Y, Tai HL. Wearable and washable textile-based strain sensors via a single-step, environment-friendly method. Sci China Technol Sci, 2021, 64: 441,
CrossRef Google scholar
[39]
Wang HM, Wang HM, Zhang SC, Zhang Y, Xia KL, Yin Z, Zhang MC, Liang XP, Lu HJ, Li S, Zhang J, Zhang YY. Carbothermal shock enabled facile and fast growth of carbon nanotubes in a second. Nano Res, 2022, 15: 2576,
CrossRef Google scholar
[40]
Tian B, Fang YH, Liang J, Zheng K, Guo PW, Zhang XY, Wu YF, Liu Q, Huang ZD, Cao CY, Wu W. Fully printed stretchable and multifunctional e-textiles for aesthetic wearable electronic systems. Small, 2022, 18: 2107298,
CrossRef Google scholar
[41]
He M, Du WN, Feng YM, Li SJ, Wang W, Zhang X, Yu AF, Wan LY, Zhai JY. Flexible and stretchable triboelectric nanogenerator fabric for biomechanical energy harvesting and self-powered dual-mode human motion monitoring. Nano Energy, 2021, 86,
CrossRef Google scholar
[42]
Bashmal S, Siddiqui M, Arif AFM. Experimental and numerical investigations on the mechanical characteristics of carbon fiber sensors. Sensors, 2026, 2017: 17
[43]
Yue XY, Jia YY, Wang XZ, Zhou KK, Zhai W, Zheng GQ, Dai K, Mi LW, Liu CT, Shen C. Highly stretchable and durable fiber-shaped strain sensor with porous core-sheath structure for human motion monitoring. Compos Sci Technol, 2020, 189,
CrossRef Google scholar
[44]
Qu XY, Wu YC, Ji P, Wang BX, Liang QQ, Han ZL, Li J, Wu ZT, Chen SY, Zhang GL, Wang HP. Crack-based core-sheath fiber strain sensors with an ultralow detection limit and an ultrawide working range. ACS Appl Mater Interfaces, 2022, 14: 29167,
CrossRef Google scholar
[45]
Liang XP, Zhu MJ, Li HF, Dou JX, Jian MQ, Xia KL, Li S, Zhang YY. Hydrophilic, breathable, and washable graphene decorated textile assisted by silk sericin for integrated multimodal smart wearables. Adv Funct Mater, 2022, 32: 2200162,
CrossRef Google scholar
[46]
Li JY, Li S, Su YW. Stretchable strain sensors based on deterministic-contact-resistance braided structures with high performance and capability of continuous production. Adv Funct Mater, 2022, 32: 2208216,
CrossRef Google scholar
[47]
Yamada T, Hayamizu Y, Yamamoto Y, Yomogida Y, Izadi-Najafabadi A, Futaba DN, Hata K. A stretchable carbon nanotube strain sensor for human-motion detection. Nat Nanotechnol, 2011, 6: 296,
CrossRef Google scholar
[48]
Yang WF, Gong W, Gu W, Liu ZX, Hou CY, Li YG, Zhang QH, Wang HZ. Self-powered interactive fiber electronics with visual-digital synergies. Adv Mater, 2021, 33: 2104681,
CrossRef Google scholar
[49]
Ning C, Cheng RW, Jiang Y, Sheng FF, Yi J, Shen S, Zhang YH, Peng X, Dong K, Wang ZL. Helical fiber strain sensors based on triboelectric nanogenerators for self-powered human respiratory monitoring. ACS Nano, 2022, 16: 2811,
CrossRef Google scholar
[50]
Song C, Zhang XY, Wang LY, Wen F, Xu KG, Xiong WR, Li CK, Li BY, Wang Q, Xing MMQ, Qiu XZ. An injectable conductive three-dimensional elastic network by tangled surgical-suture spring for heart repair. ACS Nano, 2019, 13: 14122,
CrossRef Google scholar
[51]
Kim K, Jung M, Jeon S, Bae J. Robust and scalable three-dimensional spacer textile pressure sensor for human motion detection. Smart Mater Struct, 2019, 28,
CrossRef Google scholar
[52]
Biermaier C, Bechtold T, Pham T. Towards the functional ageing of electrically conductive and sensing textiles: a review. Sensors, 2021, 21: 5944,
CrossRef Google scholar
[53]
Zhang Y, Wang HM, Lu HJ, Li S, Zhang YY. Electronic fibers and textiles: recent progress and perspective. iScience, 2021, 24,
CrossRef Google scholar
[54]
Li XH, Chen S, Peng Y, Zheng Z, Li J, Zhong F. Materials, preparation strategies, and wearable sensor applications of conductive fibers: a review. Sensors, 2022, 22: 3028,
CrossRef Google scholar
[55]
Cai QW, Wang JF, Chen WL. Structures and electrical properties of weft-knitted flexible sensors. J Text Res, 2016, 37: 48
[56]
Zhang L, Jiang FL, Wang LL, Feng YK, Yu DY, Yang T, Wu MH, Petru M. High performance flexible strain sensors based on silver nanowires/thermoplastic polyurethane composites for wearable devices. Appl Compos Mater, 2022, 29: 1621,
CrossRef Google scholar
[57]
Pei ZG, Zhang Y, Chen G. A core-spun yarn containing a metal wire manufactured by a modified vortex spinning system. Text Res J, 2019, 89: 113,
CrossRef Google scholar
[58]
Fobelets K. Knitted coils as breathing sensors. Sens Actuators A, 2020, 306,
CrossRef Google scholar
[59]
Zheng LJ, Zhu MM, Wu BH, Li ZL, Sun ST, Wu PY. Conductance-stable liquid metal sheath-core microfibers for stretchy smart fabrics and self-powered sensing. Sci Adv, 2021, 7: eabg4041,
CrossRef Google scholar
[60]
Yang TT, Li XM, Jiang X, Lin SY, Lao JC, Shi JD, Zhen Z, Li ZH, Zhu HW. Structural engineering of gold thin films with channel cracks for ultrasensitive strain sensing. Mater Horiz, 2016, 3: 248,
CrossRef Google scholar
[61]
Wang XL, Liu J. Recent advancements in liquid metal flexible printed electronics: properties, technologies, and applications. Micromachines, 2016, 7: 206,
CrossRef Google scholar
[62]
Chen GZ, Wang HM, Guo R, Duan MH, Zhang YY, Liu J. Superelastic EGaIn composite fibers sustaining 500% tensile strain with superior electrical conductivity for wearable electronics. ACS Appl Mater Interfaces, 2020, 12: 6112,
CrossRef Google scholar
[63]
Dong CQ, Leber A, Das Gupta T, Chandran R, Volpi M, Qu YP, Nguyen-Dang T, Bartolomei N, Yan W, Sorin F. High-efficiency super-elastic liquid metal based triboelectric fibers and textiles. Nat Commun, 2020, 11: 3537,
CrossRef Google scholar
[64]
Tan SR, Wang JS, Jin WH, Zhang Q, Zhao Z, Li DQ, Cheng DS, Bi SG, Ran JH, Cai GM, Wang X. Multifunctional flexible conductive filament for human motion detection and electrothermal. Compos Commun, 2023, 37,
CrossRef Google scholar
[65]
Li T, Wang X, Jiang S, Ding X, Li Q. Study on electromechanical property of polypyrrole-coated strain sensors based on polyurethane and its hybrid covered yarns. Sens Actuators A, 2020, 306,
CrossRef Google scholar
[66]
Yuan DM, Li B, Cheng JL, Guan Q, Wang ZP, Ni W, Li C, Liu H, Wang B. Twisted yarns for fiber-shaped supercapacitors based on wetspun PEDOT:PSS fibers from aqueous coagulation. J Mater Chem A, 2016, 4: 11616,
CrossRef Google scholar
[67]
Gustafsson G, Lundström I, Liedberg B, Wu CR, Inganäs O, Wennerström O. The interaction between ammonia and poly(pyrrole). Synth Met, 1989, 31: 163,
CrossRef Google scholar
[68]
She CK, Li GS, Zhang WQ, Xie GX, Zhang Y, Li L, Yue FY, Liu SH, Jing CB, Cheng Y, Chu JH. A flexible polypyrrole/silk-fiber ammonia sensor assisted by silica nanosphere template. Sens Actuators A, 2021, 317,
CrossRef Google scholar
[69]
Fu CY, Xia ZG, Hurren C, Nilghaz A, Wang XG. Textiles in soft robots: current progress and future trends. Biosens Bioelectron, 2022, 196,
CrossRef Google scholar
[70]
Wu YT, Yan T, Pan ZJ. Wearable carbon-based resistive sensors for strain detection: a review. IEEE Sens J, 2021, 21: 4030,
CrossRef Google scholar
[71]
Ren QB, Wang JP, Yang L, Li X, Wang XC. Research progress of conductive polymer composites for resistive flexible strain sensors. Mater Rev, 2020, 34: 1080
[72]
Ryu S, Lee P, Chou JB, Xu RZ, Zhao R, Hart AJ, Kim SG. Extremely elastic wearable carbon nanotube fiber strain sensor for monitoring of human motion. ACS Nano, 2015, 9: 5929,
CrossRef Google scholar
[73]
Lu DX, Liao SQ, Chu Y, Cai YB, Wei QF, Chen KL, Wang QQ. Highly durable and fast response fabric strain sensor for movement monitoring under extreme conditions. Adv Fiber Mater, 2023, 5: 223,
CrossRef Google scholar
[74]
Bae SH, Lee Y, Sharma BK, Lee HJ, Kim JH, Ahn JH. Graphene-based transparent strain sensor. Carbon, 2013, 51: 236,
CrossRef Google scholar
[75]
Zhu SE, Ghatkesar MK, Zhang C, Janssen G. Graphene based piezoresistive pressure sensor. Appl Phys Lett, 2013, 102,
CrossRef Google scholar
[76]
Liang JJ, Zhao ZB, Tang YC, Liang ZH, Sun LL, Pan X, Wang XZ, Qiu JS. A wearable strain sensor based on carbon derived from linen fabrics. New Carbon Mater, 2020, 35: 522,
CrossRef Google scholar
[77]
Zhang MC, Wang CY, Wang HM, Jian MQ, Hao XY, Zhang YY. Carbonized cotton fabric for high-performance wearable strain sensors. Adv Funct Mater, 2017, 27: 1604795,
CrossRef Google scholar
[78]
Dsouza R, Antunes P, Kakkonen M, Tanhuanpaa O, Laurikainen P, Javanshour F, Kallio P, Kanerva M. Microscale sensor solution for data collection from fibre-matrix interfaces. Sci Rep, 2021, 11: 8346,
CrossRef Google scholar
[79]
Cho SY, Yun YS, Lee S, Jang D, Park KY, Kim JK, Kim BH, Kang K, Kaplan DL, Jin HJ. Carbonization of a stable beta-sheet-rich silk protein into a pseudographitic pyroprotein. Nat Commun, 2015, 6: 7145,
CrossRef Google scholar
[80]
Wang CY, Xia KL, Jian MQ, Wang HM, Zhang MC, Zhang YY. Carbonized silk georgette as an ultrasensitive wearable strain sensor for full-range human activity monitoring. J Mater Chem C, 2017, 5: 7604,
CrossRef Google scholar
[81]
Eom J, Jaisutti R, Lee H, Lee W, Heo J-S, Lee J-Y, Park SK, Kim YH. Highly sensitive textile strain sensors and wireless user-interface devices using all-polymeric conducting fibers. ACS Appl Mater Interfaces, 2017, 9: 10190,
CrossRef Google scholar
[82]
Ma YL, Ouyang JY, Raza T, Li P, Jian AJ, Li ZQ, Liu H, Chen M, Zhang XJ, Qu LJ, Tian MW, Tao GM. Flexible all-textile dual tactile-tension sensors for monitoring athletic motion during taekwondo. Nano Energy, 2021, 85,
CrossRef Google scholar
[83]
Zhang MC, Zhao MY, Jian MQ, Wang CY, Yu AF, Yin Z, Liang XP, Wang HM, Xia KL, Liang X, Zhai JY, Zhang YY. Printable smart pattern for multifunctional energy-management e-textile. Matter, 2019, 1: 168,
CrossRef Google scholar
[84]
Wu SH, Liu PH, Zhang Y, Zhang HN, Qin XH. Flexible and conductive nanofiber-structured single yarn sensor for smart wearable devices. Sens Actuators B, 2017, 252: 697,
CrossRef Google scholar
[85]
Liu X, Liu D, Lee JH, Zheng QB, Du XH, Zhang XY, Xu HR, Wang ZY, Wu Y, Shen X, Cui J, Ma YW, Kim JK. Spider-web-inspired stretchable graphene woven fabric for highly sensitive, transparent, wearable strain sensors. ACS Appl Mater Interfaces, 2019, 11: 2282,
CrossRef Google scholar
[86]
Seyedin S, Zhang P, Naebe M, Qin S, Chen J, Wang XA, Razal JM. Textile strain sensors: a review of the fabrication technologies, performance evaluation and applications. Mater Horiz, 2019, 6: 219,
CrossRef Google scholar
[87]
Ma SY, Wang Z, Zhu YG, Tang YS, Fan GF, Ma BH, Ye T, Wei L. Micro/nanofiber fabrication technologies for wearable sensors: a review. J Micromech Microeng, 2022, 32,
CrossRef Google scholar
[88]
Xie XX, Huang H, Zhu J, Yu JR, Wang Y, Hu ZM. A spirally layered carbon nanotube-graphene/polyurethane composite yarn for highly sensitive and stretchable strain sensor. Composites A, 2020, 135,
CrossRef Google scholar
[89]
Zhang MC, Wang CY, Wang Q, Jian MQ, Zhang YY. Sheath–core graphite/silk fiber made by dry-meyer-rod-coating for wearable strain sensors. ACS Appl Mater Interfaces, 2016, 8: 20894,
CrossRef Google scholar
[90]
Clevenger M, Kim H, Song HW, No K, Lee S. Binder-free printed PEDOT wearable sensors on everyday fabrics using oxidative chemical vapor deposition. Sci Adv, 2021, 7: eabj8958,
CrossRef Google scholar
[91]
He CL, Sun ST, Wu PY. Intrinsically stretchable sheath-core ionic sensory fibers with well-regulated conformal and reprogrammable buckling. Mater Horiz, 2021, 8: 2088,
CrossRef Google scholar
[92]
Gong JY, Tang WY, Xia LJ, Fu Z, Zhou SJ, Zhang JJ, Zhang CH, Li L, Ji H, Xu WL. Flexible and weavable 3D porous graphene/PPy/lignocellulose-based versatile fibrous wearables for thermal management and strain sensing. Chem Eng J, 2023, 452,
CrossRef Google scholar
[93]
Alagirusamy R, Das A. . Textiles and fashion: materials, design and technology, 2015 New Delhi Indian Institute of Technology Delhi
[94]
Lee S, Shin S, Lee S, Seo J, Lee J, Son S, Cho HJ, Algadi H, Al-Sayari S, Kim DE, Lee T. Ag nanowire reinforced highly stretchable conductive fibers for wearable electronics. Adv Funct Mater, 2015, 25: 3114,
CrossRef Google scholar
[95]
Shuai LYZ, Guo ZH, Zhang PP, Wan JM, Pu X, Wang ZL. Stretchable, self-healing, conductive hydrogel fibers for strain sensing and triboelectric energy-harvesting smart textiles. Nano Energy, 2020, 78,
CrossRef Google scholar
[96]
Yan W, Page A, Nguyen-Dang T, Qu YP, Sordo F, Wei L, Sorin F. Advanced multimaterial electronic and optoelectronic fibers and textiles. Adv Mater, 2019, 31: 1802348,
CrossRef Google scholar
[97]
Souri H, Banerjee H, Jusufi A, Radacsi N, Stokes AA, Park I, Sitti M, Amjadi M. Wearable and stretchable strain sensors: materials, sensing mechanisms, and applications. Adv Intell Syst, 2020, 2: 2000039,
CrossRef Google scholar
[98]
Leber A, Cholst B, Sandt J, Vogel N, Kolle M. Stretchable thermoplastic elastomer optical fibers for sensing of extreme deformations. Adv Funct Mater, 2019, 29: 1802629,
CrossRef Google scholar
[99]
Yu A, Pu X, Wen R, Liu M, Zhou T, Zhang K, Zhang Y, Zhai J, Hu W, Wang ZL. Core–shell-yarn-based triboelectric nanogenerator textiles as power cloths. ACS Nano, 2017, 11: 12764,
CrossRef Google scholar
[100]
Dong SS, Xu F, Sheng YL, Guo ZH, Pu X, Liu YP. Seamlessly knitted stretchable comfortable textile triboelectric nanogenerators for e-textile power sources. Nano Energy, 2020, 78,
CrossRef Google scholar
[101]
Chang Q, Darabi MA, Liu YQ, He YF, Zhong W, Mequanin K, Li BY, Lu F, Xing MMQ. Hydrogels from natural egg white with extraordinary stretchability, direct-writing 3D printability and self-healing for fabrication of electronic sensors and actuators. J Mater Chem A, 2019, 7: 24626,
CrossRef Google scholar
[102]
Choi H, Sun J, Ren B, Cha S, Lee J, Lee BM, Park JJ, Choi JH, Park JJ. 3D textile structure-induced local strain for a highly amplified piezoresistive performance of carbonized cellulose fabric based pressure sensor for human healthcare monitoring. Chem Eng J, 2022, 450,
CrossRef Google scholar
[103]
Ye XR, Shi BH, Li M, Fan Q, Qi XJ, Liu XH, Zhao SK, Jiang L, Zhang XJ, Fu K, Qu LJ, Tian MW. All-textile sensors for boxing punch force and velocity detection. Nano Energy, 2022, 97,
CrossRef Google scholar
[104]
Ahn S, Cho Y, Park S, Kim J, Sun J, Ahn D, Lee M, Kim D, Kim T, Shin H, Park JJ. Wearable multimode sensors with amplified piezoelectricity due to the multi local strain using 3D textile structure for detecting human body signals. Nano Energy, 2020, 74,
CrossRef Google scholar
[105]
Wu R, Liu S, Lin Z, Zhu S, Ma L, Wang ZL. Industrial fabrication of 3D braided stretchable hierarchical interlocked fancy-yarn triboelectric nanogenerator for self-powered smart fitness system. Adv Energy Mater, 2022, 12: 2201288,
CrossRef Google scholar
[106]
Viry L, Levi A, Totaro M, Mondini A, Mattoli V, Mazzolai B, Beccai L. Flexible three-axial force sensor for soft and highly sensitive artificial touch. Adv Mater, 2014, 26: 2659,
CrossRef Google scholar
[107]
Li QS, Ding C, Yuan W, Xie RJ, Zhou XM, Zhao Y, Yu M, Yang ZJ, Sun J, Tian Q, Han F, Li HF, Deng XP, Li GL, Liu ZY. Highly stretchable and permeable conductors based on shrinkable electrospun fiber mats. Adv Fiber Mater, 2021, 3: 302,
CrossRef Google scholar
[108]
Xiao G, He J, Qiao Y, Wang F, Xia QY, Wang X, Yu L, Lu ZS, Li CM. Facile and low-cost fabrication of a thread/paper-based wearable system for simultaneous detection of lactate and pH in human sweat. Adv Fiber Mater, 2020, 2: 265,
CrossRef Google scholar
[109]
Paul G, Torah R, Beeby S, Tudor J. The development of screen printed conductive networks on textiles for biopotential monitoring applications. Sens Actuators A, 2014, 206: 35,
CrossRef Google scholar
[110]
Yang K, Torah R, Wei Y, Beeby S, Tudor J. Waterproof and durable screen printed silver conductive tracks on textiles. Text Res J, 2023, 2013: 83
[111]
Cochrane C, Koncar V, Lewandowski M, Dufour C. Design and development of a flexible strain sensor for textile structures based on a conductive polymer composite. Sensors, 2007, 7: 473,
CrossRef Google scholar
[112]
Wang JL, Lu CH, Zhang K. Textile-based strain sensor for human motion detection. Energy Environ Mater, 2020, 3: 80,
CrossRef Google scholar
[113]
Yang QS, Liu N, Yin JJ, Tian H, Yang Y, Ren TL. Understanding the origin of tensile response in a graphene textile strain sensor with negative differential resistance. ACS Nano, 2022, 16: 14230,
CrossRef Google scholar
[114]
Zhao RL, He Y, He Y, Li ZC, Chen M, Zhou N, Tao GM, Hou C. Dual-mode fiber strain sensor based on mechanochromic photonic crystal and transparent conductive elastomer for human motion detection. ACS Appl Mater Interfaces, 2023, 15: 16063,
CrossRef Google scholar
[115]
Ma SQ, Wang XY, Li P, Yao N, Xiao JL, Liu HT, Zhang Z, Yu LT, Tao GM, Li X, Tong LM, Zhang L. Optical micro/nano fibers enabled smart textiles for human–machine interface. Adv Fiber Mater, 2022, 4: 1108,
CrossRef Google scholar
[116]
Shirley JA, Sundarsingh E, Sreeja BS, Shankararajan R. Performance analysis of wearable pressure sensor based on structural properties of zinc oxide nanostructures grown on fabric. IEEE Trans Nanotechnol, 2021, 20: 837,
CrossRef Google scholar
[117]
Dong K, Peng X, Wang ZL. Fiber/fabric-based piezoelectric and triboelectric nanogenerators for flexible/stretchable and wearable electronics and artificial intelligence. Adv Mater, 2020, 32: 1902549,
CrossRef Google scholar
[118]
Xu F, Jin X, Lan C, Guo ZH, Zhou R, Sun H, Shao Y, Meng J, Liu Y, Pu X. 3D arch-structured and machine-knitted triboelectric fabrics as self-powered strain sensors of smart textiles. Nano Energy, 2023, 109,
CrossRef Google scholar
[119]
Kim YN, Lee J, Kang SK. Ultrasensitive crack-based strain sensors: mechanism, performance, and biomedical applications. J Mech Sci Technol, 2022, 36: 1059,
CrossRef Google scholar
[120]
Wang X, Li Q, Tao XM. Sensing mechanism of a carbon nanocomposite-printed fabric as a strain sensor. Composites A, 2021, 144,
CrossRef Google scholar
[121]
Lin SH, Cao LT, Lv ZC, Ren J, Ling SJ. Quantitative evaluation of pseudo strain signals caused by yarn structural deformation. Adv Fiber Mater, 2022, 4: 214,
CrossRef Google scholar
[122]
Kim KH, Hong SK, Ha SH, Li L, Lee HW, Kim JM. Enhancement of linearity range of stretchable ultrasensitive metal crack strain sensorviasuperaligned carbon nanotube-based strain engineering. Mater Horiz, 2020, 7: 2662,
CrossRef Google scholar
[123]
Han F, Su R, Teng LJ, Xie RJ, Yu QY, Li QS, Tian Q, Li HF, Sun J, Zhang Y, Li M, Liu X, Ye HY, Li GL, Zhang GQ, Liu ZY. Brittle-layer-tuned microcrack propagation for high-performance stretchable strain sensors. J Mater Chem C, 2021, 9: 7319,
CrossRef Google scholar
[124]
Liu ZK, Li ZH, Zhai H, Jin L, Chen KL, Yi YP, Gao Y, Xu LL, Zheng Y, Yao SR, Liu ZC, Li G, Song QW, Yue PF, Xie SQ, Li Y, Zheng ZJ. A highly sensitive stretchable strain sensor based on multi-functionalized fabric for respiration monitoring and identification. Chem Eng J, 2021, 426,
CrossRef Google scholar
[125]
Li WY, Zhou YF, Wang YH, Jiang L, Ma JW, Chen SJ, Zhou FL. Core–sheath fiber-based wearable strain sensor with high stretchability and sensitivity for detecting human motion. Adv Electron Mater, 2021, 7: 2000865,
CrossRef Google scholar
[126]
Wang XJ, Fu XL, Chung DDL. Strain sensing using carbon fiber. J Mater Res, 1999, 14: 790,
CrossRef Google scholar
[127]
Yu YF, Zhai Y, Yun ZG, Zhai W, Wang XZ, Zheng GQ, Yan C, Dai K, Liu CT, Shen CY. Ultra-stretchable porous fiber-shaped strain sensor with exponential response in full sensing range and excellent anti-interference ability toward buckling, torsion, temperature, and humidity. Adv Electron Mater, 2019, 5: 1900538,
CrossRef Google scholar
[128]
Eom J, Lee YR, Lee JH, Park SK, Jeong Y, Park JS, Kim YH. Highly conductive and stretchable fiber interconnections using dry-spun carbon nanotube fibers modified with ionic liquid/poly(vinylidene fluoride) copolymer composite. Compos Sci Technol, 2019, 169: 1,
CrossRef Google scholar
[129]
Lux F. Models proposed to explain the electrical conductivity of mixtures made of conductive and insulating materials. J Mater Sci, 1993, 2: 285,
CrossRef Google scholar
[130]
Park J, Lee Y, Hong J, Ha M, Jung YD, Lim H, Kim SY, Ko H. Giant tunneling piezoresistance of composite elastomers with interlocked microdome arrays for ultrasensitive and multimodal electronic skins. ACS Nano, 2014, 8: 4689,
CrossRef Google scholar
[131]
Zhang XW, Pan Y, Zheng Q, Yi XS. Time dependence of piezoresistance for the conductor-filled polymer composites. J Polym Sci B Polym Phys, 2000, 38: 2739,
CrossRef Google scholar
[132]
Albrecht T. Electrochemical tunnelling sensors and their potential applications. Nat Commun, 2012, 3: 829,
CrossRef Google scholar
[133]
Celzard A, Mareche JF, Payot F, Furdin G. Electrical conductivity of carbonaceous powders. Carbon, 2002, 40: 2801,
CrossRef Google scholar
[134]
Shevchenko VG, Ponomarenko AT, Klason C. Strain sensitive polymer composite material. Smart Mater Struct, 1995, 4: 31,
CrossRef Google scholar
[135]
Zhao J, Wang GL, Yang R, Lu XB, Cheng M, He CL, Xie GB, Meng JL, Shi DX, Zhang GY. Tunable piezoresistivity of nanographene films for strain sensing. ACS Nano, 2015, 9: 1622,
CrossRef Google scholar
[136]
Zhang CC, Chen DB, Niu SC, Zhang JQ, Meng XC, Liu LP, Sun T, Wen SF, Zhou Y, Shi YS, Han ZW, Ren LQ. High-aspect-ratio deflection transducers inspired by the ultra-sensitive cantilever configuration of scorpion trichobothria. J Mater Chem C, 2020, 8: 6093,
CrossRef Google scholar
[137]
Barth FG. Spider mechanoreceptors. Curr Opin Neurobiol, 2004, 14: 415,
CrossRef Google scholar
[138]
Kwon Y, Park C, Kim J, Kim H, Park C, Lee B, Jeong Y, Cho SJ. Effects of bending strain and crack direction on crack-based strain sensors. Smart Mater Struct, 2020, 29,
CrossRef Google scholar
[139]
Han ZW, Liu LP, Zhang JQ, Han QG, Wang KJ, Song HL, Wang Z, Jiao ZB, Niu SC, Ren LQ. High-performance flexible strain sensor with bio-inspired crack arrays. Nanoscale, 2018, 10: 15178,
CrossRef Google scholar
[140]
Wang JP, Xue P, Tao XM. Strain sensing behavior of electrically conductive fibers under large deformation. Mater Sci Eng A Struct, 2011, 528: 2863,
CrossRef Google scholar
[141]
Wang JP, Xue P, Tao XM, Yu TX. Strain sensing behavior and its mechanisms of electrically conductive PPy-coated fabric. Adv Eng Mater, 2014, 16: 565,
CrossRef Google scholar
[142]
Holm R. . Electric contact: theory and application, 1967 New York Springer-Verlag,
CrossRef Google scholar
[143]
Li S, Liu GD, Li R, Li QL, Zhao Y, Huang MQ, Zhang MY, Yin SZ, Zhou YX, Tang H, Wang LW, Fang GH, Su YW. Contact-resistance-free stretchable strain sensors with high repeatability and linearity. ACS Nano, 2022, 16: 541,
CrossRef Google scholar
[144]
Abouraddy AF, Bayindir M, Benoit G, Hart SD, Kuriki K, Orf N, Shapira O, Sorin F, Temelkuran B, Fink Y. Towards multimaterial multifunctional fibres that see, hear, sense and communicate. Nat Mater, 2007, 6: 336,
CrossRef Google scholar
[145]
Zhou YX, Lin YT, Huang SM, Chen GT, Chen SW, Wu HS, Ni IC, Pan WP, Tsai ML, Wu CI, Yang PK. Tungsten disulfide nanosheets for piezoelectric nanogenerator and human-machine interface applications. Nano Energy, 2022, 97,
CrossRef Google scholar
[146]
Guo TH, Shang BF, Duan B, Luo XB. Design and testing of a liquid cooled garment for hot environments. J Therm Biol, 2015, 49: 47,
CrossRef Google scholar
[147]
Xu DW, Ouyang ZF, Dong YJ, Yu HY, Zheng S, Li SH, Tam KC. Robust, breathable and flexible smart textiles as multifunctional sensor and heater for personal health management. Adv Fiber Mater, 2023, 5: 282,
CrossRef Google scholar
Funding
National Natural Science Foundation of China(52090033/52090030)

Accesses

Citations

Detail

Sections
Recommended

/