Abstract
In the era of wearable electronic devices, which are quite popular nowadays, our research is focused on flexible as well as stretchable strain sensors, which are gaining humongous popularity because of recent advances in nanocomposites and their microstructures. Sensors that are stretchable and flexible based on graphene can be a prospective ‘gateway’ over the considerable biomedical speciality. The scientific community still faces a great problem in developing versatile and user-friendly graphene-based wearable strain sensors that satisfy the prerequisites of susceptible, ample range of sensing, and recoverable structural deformations. In this paper, we report the fabrication, development, detailed experimental analysis and electronic interfacing of a robust but simple PDMS/graphene/PDMS (PGP) multilayer strain sensor by drop casting conductive graphene ink as the sensing material onto a PDMS substrate. Electrochemical exfoliation of graphite leads to the production of abundant, fast and economical graphene. The PGP sensor selective to strain has a broad strain range of ⁓60%, with a maximum gauge factor of 850, detection of human physiological motion and personalized health monitoring, and the versatility to detect stretching with great sensitivity, recovery and repeatability. Additionally, recoverable structural deformation is demonstrated by the PGP strain sensors, and the sensor response is quite rapid for various ranges of frequency disturbances. The structural designation of graphene’s overlap and crack structure is responsible for the resistance variations that give rise to the remarkable strain detection properties of this sensor. The comprehensive detection of resistance change resulting from different human body joints and physiological movements demonstrates that the PGP strain sensor is an effective choice for advanced biomedical and therapeutic electronic device utility.
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References
Ahn JH, Hong BH (2014) Graphene for displays that bend. Nat Nanotechnol 9(10):737–738. https://doi.org/10.1038/nnano.2014.226
Zhang Q, Di Y, Huard CM, Guo LJ, Wei J, Guo J (2015) Highly stable and stretchable graphene–polymer processed silver nanowires hybrid electrodes for flexible displays. J Mater Chem C 3(7):1528–1536. https://doi.org/10.1039/C4TC02448F
Park CW, Moon YG, Seong H, Jung SW, Oh JY, Na BS, Park NM, Lee SS, Im SG, Koo JB (2016) Photolithography-based patterning of liquid metal interconnects for monolithically integrated stretchable circuits. ACS Appl Mater Interfaces 8(24):15459–15465. https://doi.org/10.1021/acsami.6b01896
Song K, Han JH, Lim T, Kim N, Shin S, Kim J, Choo H, Jeong S, Kim YC, Wang ZL, Lee J (2016) Subdermal flexible solar cell arrays for powering medical electronic implants. Adv Healthcare Mater 5(13):1572–1580. https://doi.org/10.1002/adhm.201600222
Han S, Liu C, Xu H, Yao D, Yan K, Zheng H, Chen HJ, Gui X, Chu S, Liu C (2018) Multiscale nanowire-microfluidic hybrid strain sensors with high sensitivity and stretchability. npj Flexible Electronics 2(1):16. https://doi.org/10.1038/s41528-018-0029-x
Liu C, Han S, Xu H, Wu J, Liu C (2018) Multifunctional highly sensitive multiscale stretchable strain sensor based on a graphene/glycerol–kcl synergistic conductive network. ACS Appl Mater Interfaces 10(37):31716–31724. https://doi.org/10.1021/acsami.8b12674
Tian Z, He J, Chen X, Wen T, Zhai C, Zhang Z, Cho J, Chou X, Xue C (2018) Core–shell coaxially structured triboelectric nanogenerator for energy harvesting and motion sensing. RSC Adv 8(6):2950–2957. https://doi.org/10.1039/C7RA12739A
Wang S, Xu J, Wang W, Wang G-JN, Rastak R, Molina-Lopez F, Chung JW, Niu S, Feig VR, Lopez J, Lei T (2018) Skin electronics from scalable fabrication of an intrinsically stretchable transistor array. Nature 555(7694):83–88. https://doi.org/10.1038/nature25494
Green Marques D, Alhais Lopes P, de Almeida AT, Majidi C, Tavakoli M (2019) Reliable interfaces for EGaIn multi-layer stretchable circuits and microelectronics. Lab on a Chip 19(5):897–906. https://doi.org/10.1039/C8LC01093E
Lee S, Shi Q, Lee C (2019) From flexible electronics technology in the era of IoT and artificial intelligence toward future implanted body sensor networks. APL Mater 7(3). https://doi.org/10.1063/1.5063498
Li T, Li Y, Zhang T (2019) Materials, structures, and functions for flexible and stretchable biomimetic sensors. Acc Chem Res 52(2):288–296. https://doi.org/10.1021/acs.accounts.8b00497
Pang C, Lee G-Y, Kim T, Kim SM, Kim HN, Ahn SH, Suh KY (2012) A flexible and highly sensitive strain-gauge sensor using reversible interlocking of nanofibres. Nat Mater 11(9):795–801. https://doi.org/10.1038/nmat3380
Li C, Cui Y-L, Tian G-L, Shu Y, Wang X-F, Tian H, Yang Y, Wei F, Ren TL (2015) Flexible CNT-array double helices Strain Sensor with high stretchability for Motion Capture. Sci Rep 5(1):15554. https://doi.org/10.1038/srep15554
Qin Y, Peng Q, Ding Y, Lin Z, Wang C, Li Y, Xu F, Li J, Yuan Y, He X, Li Y (2015) Lightweight, superelastic, and mechanically flexible graphene/polyimide nanocomposite foam for strain sensor application. ACS Nano 9(9):8933–8941. https://doi.org/10.1021/acsnano.5b02781
Roh E, Hwang BU, Kim D, Kim BY, Lee NE (2015) Stretchable, Transparent, ultrasensitive, and patchable strain sensor for human-machine interfaces comprising a nanohybrid of carbon nanotubes and conductive elastomers. ACS Nano 9(6):6252–6261. https://doi.org/10.1021/acsnano.5b01613
Liu Q, Chen J, Li Y, Shi G (2016) High-performance strain sensors with fish-scale-like graphene-sensing layers for full-range detection of human motions. ACS Nano 10(8):7901–7906. https://doi.org/10.1021/acsnano.6b03813
Liu Y, Zhang D, Wang K, Liu Y, Shang Y (2016) A novel strain sensor based on graphene composite films with layered structure. Compos A Appl Sci Manuf 80:95–103. https://doi.org/10.1016/j.compositesa.2015.10.010
Gao J, Wang X, Zhai W, Liu H, Zheng G, Dai K, Mi L, Liu C, Shen C (2018) Ultrastretchable multilayered fiber with a hollow-monolith structure for high-performance strain sensor. ACS Appl Mater Interfaces 10(40):34592–34603. https://doi.org/10.1021/acsami.8b11527
Li Q, Li J, Tran D, Luo C, Gao Y, Yu C, Xuan F (2017) Engineering of carbon nanotube/polydimethylsiloxane nanocomposites with enhanced sensitivity for wearable motion sensors. J Mater Chem C 5(42):11092–11099. https://doi.org/10.1039/C7TC03434B
Cai L, Song L, Luan P, Zhang Q, Zhang N, Gao Q, Zhao D, Zhang X, Tu M, Yang F, Zhou W (2013) Super-stretchable, transparent carbon nanotube-based capacitive strain sensors for human motion detection. Sci Rep 3(1):3048. https://doi.org/10.1038/srep03048
Park M, Im J, Shin M, Min Y, Park J, Cho H, Park S, Shim MB, Jeon S, Chung DY, Bae J (2012) Highly stretchable electric circuits from a composite material of silver nanoparticles and elastomeric fibres. Nat Nanotechnol 7(12):803–809. https://doi.org/10.1038/nnano.2012.206
Shin UH, Jeong DW, Park SM, Kim SH, Lee HW, Kim J-M (2014) Highly stretchable conductors and piezocapacitive strain gauges based on simple contact-transfer patterning of carbon nanotube forests. Carbon 80:396–404. https://doi.org/10.1016/j.carbon.2014.08.079
Liao X, Zhang Z, Liang Q, Liao Q, Zhang Y (2017) Flexible, cuttable, and self-waterproof bending strain sensors using microcracked gold Nanofilms@Paper substrate. ACS Appl Mater Interfaces 9(4):4151–4158. https://doi.org/10.1021/acsami.6b12991
Lee J, Kim S, Lee J, Yang D, Park BC, Ryu S, Park I (2014) A stretchable strain sensor based on a metal nanoparticle thin film for human motion detection. Nanoscale 6(20):11932–11939. https://doi.org/10.1039/C4NR03295K
Gong S, Schwalb W, Wang Y, Chen Y, Tang Y, Si J, Shirinzadeh B, Cheng W (2014) A wearable and highly sensitive pressure sensor with ultrathin gold nanowires. Nat Commun 5(1):3132. https://doi.org/10.1038/ncomms4132
Park S, Kim J, Chu M, Khine M (2016) Highly flexible wrinkled carbon nanotube thin film strain sensor to monitor human movement. Adv Mater Technol 1(5). https://doi.org/10.1002/admt.201600053
Hao B, Mu L, Ma Q, Yang S, Ma PC (2018) Stretchable and compressible strain sensor based on carbon nanotube foam/polymer nanocomposites with three-dimensional networks. Compos Sci Technol 163:162–170. https://doi.org/10.1016/j.compscitech.2018.05.017
Chen Z, Ren W, Gao L, Liu B, Pei S, Cheng H-M (2011) Three-dimensional flexible and conductive interconnected graphene networks grown by chemical vapour deposition. Nat Mater 10(6):424–428. https://doi.org/10.1038/nmat3001
Bae SH, Lee Y, Sharma BK, Lee HJ, Kim JH, Ahn JH (2013) Graphene-based transparent strain sensor. Carbon 51:236–242. https://doi.org/10.1016/j.carbon.2012.08.048
Kim KS, Zhao Y, Jang H, Lee SY, Kim JM, Kim KS, Ahn JH, Kim P, Choi JY, Hong BH (2009) Large-scale pattern growth of graphene films for stretchable transparent electrodes. Nature 457(7230):706–710. https://doi.org/10.1038/nature07719
Wang Y, Hao J, Huang Z, Zheng G, Dai K, Liu C, Shen C (2018) Flexible electrically resistive-type strain sensors based on reduced graphene oxide-decorated electrospun polymer fibrous mats for human motion monitoring. Carbon 126:360–371. https://doi.org/10.1016/j.carbon.2017.10.034
Yan Y, Potts M, Jiang Z, Sencadas V (2018) Synthesis of highly-stretchable graphene – poly(glycerol sebacate) elastomeric nanocomposites piezoresistive sensors for human motion detection applications. Compos Sci Technol 162:14–22. https://doi.org/10.1016/j.compscitech.2018.04.010
Wang Y, Wang L, Yang T, Li X, Zang X, Zhu M, Wang K, Wu D, Zhu H (2014) Wearable and highly sensitive graphene strain sensors for human motion monitoring. Adv Func Mater 24(29):4666–4670. https://doi.org/10.1002/adfm.201400379
Yan C, Wang J, Kang W, Cui M, Wang X, Foo CY, Chee KJ, Lee PS (2014) Highly stretchable piezoresistive graphene-nanocellulose nanopaper for strain sensors. Adv Mater 26(13):2022–2027. https://doi.org/10.1002/adma.201304742
Wang DY, Tao LQ, Liu Y, Zhang TY, Pang Y, Wang Q, Jiang S, Yang Y, Ren TL (2016) High performance flexible strain sensor based on self-locked overlapping graphene sheets. Nanoscale 8(48):20090–20095. https://doi.org/10.1039/C6NR07620C
Tao LQ, Wang DY, Tian H, Ju ZY, Liu Y, Pang Y, Chen YQ, Yang Y, Ren TL (2017) Self-adapted and tunable graphene strain sensors for detecting both subtle and large human motions. Nanoscale 9(24):8266–8273. https://doi.org/10.1039/C7NR01862B
Madhavan R (2022) Flexible and stretchable strain sensors fabricated by inkjet printing of silver nanowire-ecoflex composites. J Mater Sci: Mater Electron 33(7):3465–3484. https://doi.org/10.1007/s10854-021-07540-8
Ansari ZA, Baloda S, Powar S, Islam SM, Singh S (2020) Flexible resistive strain sensors for application in wearable electronics 020005. https://doi.org/10.1063/5.0031750
Verma RP, Sahu PS, Rathod M, Mohapatra SS, Lee J, Saha B (2022) Ultra‐Sensitive and Highly Stretchable Strain Sensors for Monitoring of Human Physiology. Macromol Mater Eng 307(3). https://doi.org/10.1002/mame.202100666
Paul SJ, Elizabeth I, Gupta BK (2021) Ultrasensitive wearable strain sensors based on a VACNT/PDMS thin film for a wide range of human motion monitoring. ACS Appl Mater Interfaces 13(7):8871–8879. https://doi.org/10.1021/acsami.1c00946
Dandegaonkar G, Ahmed A, Sun L, Adak B, Mukhopadhyay S (2022) Cellulose based flexible and wearable sensors for health monitoring. Mater Adv 3(9):3766–3783. https://doi.org/10.1039/D1MA01210J
Shukla P, Saxena P, Madhwal D, Bhardwaj N, Jain VK (2021) Battery-operated resistive sensor based on electrochemically exfoliated pencil graphite core for room temperature detection of LPG. Sens Actuators, B Chem 343:130133. https://doi.org/10.1016/j.snb.2021.130133
Anwar MA, Zainal AK, Kurniawan T, Asmara YP, Harun WSW, Priyadonko G, Saptaji K (2019) Electrochemical exfoliation of pencil graphite core by salt electrolyte. IOP Conf Ser: Mater Sci Eng 469:012105. https://doi.org/10.1088/1757-899X/469/1/012105
Chen J, Zheng J, Gao Q, Zhang J, Zhang J, Omisore OM, Wang L, Li H (2018) Polydimethylsiloxane (PDMS)-based flexible resistive strain sensors for wearable applications. Appl Sci 8(3):345. https://doi.org/10.3390/app8030345
Kato H, Itagaki N, Im HJ (2019) Growth and Raman spectroscopy of thickness-controlled rotationally faulted multilayer graphene. Carbon 141:76–82. https://doi.org/10.1016/j.carbon.2018.09.017
Wu JB, Lin ML, Cong X, Liu HN, Tan PH (2018) Raman spectroscopy of graphene-based materials and its applications in related devices. Chem Soc Rev 47(5):1822–1873. https://doi.org/10.1039/C6CS00915H
Bayle M, Reckinger N, Felten A, Landois P, Lancry O, Dutertre B, Colomer JF, Zahab AA, Henrard L, Sauvajol JL, Paillet M (2018) Determining the number of layers in few-layer graphene by combining Raman spectroscopy and optical contrast. J Raman Spectrosc 49(1):36–45. https://doi.org/10.1002/jrs.5279
Jeong YR, Park H, Jin SW, Hong SY, Lee S, Ha JS (2015) Highly stretchable and sensitive strain sensors using fragmentized graphene foam. Adv Func Mater 25(27):4228–4236. https://doi.org/10.1002/adfm.201501000
Amjadi M, Turan M, Clementson CP, Sitti M (2016) Parallel Microcracks-based ultrasensitive and highly stretchable strain sensors. ACS Appl Mater Interfaces 8(8):5618–5626. https://doi.org/10.1021/acsami.5b12588
Soe HM, Abd Manaf A, Matsuda A, Jaafar M (2021) Performance of a silver nanoparticles-based polydimethylsiloxane composite strain sensor produced using different fabrication methods. Sens Actuators, A 329:112793. https://doi.org/10.1016/j.sna.2021.112793
Wang C, Zhao J, Ma C, Sun J, Tian L, Li X, Li F, Han X, Liu C, Shen C, Dong L (2017) Detection of non-joint areas tiny strain and anti-interference voice recognition by micro-cracked metal thin film. Nano Energy 34:578–585. https://doi.org/10.1016/j.nanoen.2017.02.050
Yamada T, Hayamizu Y, Yamamoto Y, Yomogida Y, Izadi-Najafabadi A, Futaba DN, Hata K (2011) A stretchable carbon nanotube strain sensor for human-motion detection. Nat Nanotechnol 6(5):296–301. https://doi.org/10.1038/nnano.2011.36
Amjadi M, Yoon YJ, Park I (2015) Ultra-stretchable and skin-mountable strain sensors using carbon nanotubes–Ecoflex nanocomposites. Nanotechnology 26(37):375501. https://doi.org/10.1088/0957-4484/26/37/375501
Boland CS, Khan U, Backes C, O’Neill A, McCauley J, Duane S, Shanker R, Liu Y, Jurewicz I, Dalton AB, Coleman JN (2014) Sensitive, high-strain, high-rate bodily motion sensors based on graphene-rubber composites. ACS Nano 8(9):8819–8830. https://doi.org/10.1021/nn503454h
Li X, Zhang R, Yu W, Wang K, Wei J, Wu D, Cao A, Li Z, Cheng Y, Zheng Q, Ruoff RS (2012) Stretchable and highly sensitive graphene-on-polymer strain sensors. Sci Rep 2(1):870. https://doi.org/10.1038/srep00870
Acknowledgements
The authors express their gratitude to Dr. Ashok K. Chauhan, Founder President, Amity Universe, for his unwavering support and encouragement. They also extend their thanks to the other members of the AIARS (M&D) group at Amity University, Noida, for their assistance and support.
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Shukla, P., Saxena, P., Madhwal, D. et al. Prototyping a wearable and stretchable graphene-on-PDMS sensor for strain detection on human body physiological and joint movements. Microchim Acta 191, 301 (2024). https://doi.org/10.1007/s00604-024-06368-3
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DOI: https://doi.org/10.1007/s00604-024-06368-3