Abstract
Sodium alginate (SA), as the eco-friendly and human-safe biomass material not only can achieve effective dispersion of graphene nanoplatelets (GnPs), but also improve the interaction between GnPs and cellulose macromolecules. Based on this, a flexible and wearable GnPs/cellulose strain sensor with a special 2 × 2 double rib knitted fabric structure (KFGS) was prepared by a simple dip-coating method that could be used on a large scale. The KFGS exhibited dual sensing performance with high sensitivity (25.32 kPa−1 at 3 kPa pressure, gauge factor 32.62 at 25% tensile strain), stretchability (ε > 25%) and dynamic stability (signal drift < 6% after 300 cycles). Its potential application prospects were also predicted by the monitoring of human movement and physical parameters through a wireless Bluetooth connection.
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References
Acik M, Lee G, Mattevi C, Pirkle A, Wallace RM, Chhowalla M, Cho K, Chabal Y (2011) The role of oxygen during thermal reduction of graphene oxide studied by infrared absorption spectroscopy. J Phys Chem C 115:19761–19781. https://doi.org/10.1021/jp2052618
Amjadi M, Kyung K-U, Park I, Sitti M (2016) Stretchable, skin-mountable, and wearable strain sensors and their potential applications: a review. Adv Func Mater 26:1678–1698. https://doi.org/10.1002/adfm.201504755
Atalay O, Kennon WR, Husain MD (2013) Textile-based weft knitted strain sensors: effect of fabric parameters on sensor properties. Sensors (Basel) 13:11114–11127. https://doi.org/10.3390/s130811114
Aziz S, Chang S-H (2018) Smart-fabric sensor composed of single-walled carbon nanotubes containing binary polymer composites for health monitoring. Compos Sci Technol 163:1–9. https://doi.org/10.1016/j.compscitech.2018.05.012
Bajpai SK, Bajpai M, Sharma L (2012) Copper nanoparticles loaded alginate-impregnated cotton fabric with antibacterial properties. J Appl Polym Sci 126:E319–E326. https://doi.org/10.1002/app.36981
Cai G, Yang M, Xu Z, Liu J, Tang B, Wang X (2017) Flexible and wearable strain sensing fabrics. Chem Eng J 325:396–403. https://doi.org/10.1016/j.cej.2017.05.091
Chen H, Müller MB, Gilmore KJ, Wallace GG, Li D (2008) Mechanically strong, electrically conductive, and biocompatible graphene paper. Adv Mater 20:3557–3561. https://doi.org/10.1002/adma.200800757
Ding L, Gao Y, Di J (2016) A sensitive plasmonic copper(II) sensor based on gold nanoparticles deposited on ITO glass substrate. Biosens Bioelectron 83:9–14. https://doi.org/10.1016/j.bios.2016.04.002
Du D, Li P, Ouyang J (2016) Graphene coated nonwoven fabrics as wearable sensors. J Mater Chem C 4:3224–3230. https://doi.org/10.1039/c6tc00350h
Ge Y, Wang J, Shi Z, Yin J (2012) Gelatin-assisted fabrication of water-dispersible graphene and its inorganic analogues. J Mater Chem. https://doi.org/10.1039/c2jm33173j
Gong T, Zhang H, Huang W, Mao L, Ke Y, Gao M, Yu B (2018) Highly responsive flexible strain sensor using polystyrene nanoparticle doped reduced graphene oxide for human health monitoring. Carbon 140:286–295. https://doi.org/10.1016/j.carbon.2018.09.007
Haddad P, Servati A, Soltanian S, Ko F, Servati P (2018) Breathable dry silver/silver chloride electronic textile electrodes for electrodermal activity monitoring. Biosensors. https://doi.org/10.3390/bios8030079
Jayathilaka W, Qi K, Qin Y, Chinnappan A, Serrano-Garcia W, Baskar C, Wang H, He J, Cui S, Thomas SW, Ramakrishna S (2019) Significance of nanomaterials in wearables: a review on wearable actuators and sensors. Adv Mater 31:e1805921. https://doi.org/10.1002/adma.201805921
** H, Nayeem MOG, Lee S, Matsuhisa N, Inoue D, Yokota T, Hashizume D, Someya T (2019) Highly durable nanofiber-reinforced elastic conductors for skin-tight electronic textiles. ACS Nano 13:7905–7912. https://doi.org/10.1021/acsnano.9b02297
Khan H, Razmjou A, Ebrahimi Warkiani M, Kottapalli A, Asadnia M (2018) Sensitive and flexible polymeric strain sensor for accurate human motion monitoring. Sensors (Basel). https://doi.org/10.3390/s18020418
Koch E, Dietzel A (2016) Skin attachable flexible sensor array for respiratory monitoring. Sens Actuators, A 250:138–144. https://doi.org/10.1016/j.sna.2016.09.020
Kwak YH, Kim W, Park KB, Kim K, Seo S (2017) Flexible heartbeat sensor for wearable device. Biosens Bioelectron 94:250–255. https://doi.org/10.1016/j.bios.2017.03.016
Leal D, Matsuhiro B, Rossi M, Caruso F (2008) FT-IR spectra of alginic acid block fractions in three species of brown seaweeds. Carbohydr Res 343:308–316. https://doi.org/10.1016/j.carres.2007.10.016
Lee H, Glasper MJ, Li X, Nychka JA, Batcheller J, Chung H-J, Chen Y (2018) Preparation of fabric strain sensor based on graphene for human motion monitoring. J Mater Sci 53:9026–9033. https://doi.org/10.1007/s10853-018-2194-7
Liu H, Li Q, Bu Y, Zhang N, Wang C, Pan C, Mi L, Guo Z, Liu C, Shen C (2019b) Stretchable conductive nonwoven fabrics with self-cleaning capability for tunable wearable strain sensor. Nano Energy. https://doi.org/10.1016/j.nanoen.2019.104143
Liu X, Liu D, Lee JH, Zheng Q, Du X, Zhang X, Xu H, Wang Z, Wu Y, Shen X, Cui J, Mai YW, Kim JK (2019a) Spider-web-inspired stretchable graphene woven fabric for highly sensitive, transparent, wearable strain sensors. ACS Appl Mater Interfaces 11:2282–2294. https://doi.org/10.1021/acsami.8b18312
Liu Y, Pharr M, Salvatore GA (2017) Lab-on-skin: a review of flexible and stretchable electronics for wearable health monitoring. ACS Nano 11:9614–9635. https://doi.org/10.1021/acsnano.7b04898
Liu K, Zhou Z, Yan X, Meng X, Tang H, Qu K, Gao Y, Li Y, Yu J, Li L (2019c) Polyaniline nanofiber wrapped fabric for high performance flexible pressure sensors. Polymers (Basel). https://doi.org/10.3390/polym11071120
Lu Y, Tian M, Sun X, Pan N, Chen F, Zhu S, Zhang X, Chen S (2019) Highly sensitive wearable 3D piezoresistive pressure sensors based on graphene coated isotropic non-woven substrate. Compos A Appl Sci Manuf 117:202–210. https://doi.org/10.1016/j.compositesa.2018.11.023
Lu J, Zhu X, Wang B, Liu L, Song Y, Miao X, Ren G, Li X (2020) A slippery oil-repellent hydrogel coating. Cellulose 27:2817–2827. https://doi.org/10.1007/s10570-019-02953-5
Meng F, Lu W, Li Q, Byun JH, Oh Y, Chou TW (2015) Graphene-based fibers: a review. Adv Mater 27:5113–5131. https://doi.org/10.1002/adma.201501126
Molina J (2016) Graphene-based fabrics and their applications: a review. RSC Adv 6:68261–68291. https://doi.org/10.1039/c6ra12365a
Paredes JI, Villar-Rodil S (2016) Biomolecule-assisted exfoliation and dispersion of graphene and other two-dimensional materials: a review of recent progress and applications. Nanoscale 8:15389–15413. https://doi.org/10.1039/c6nr02039a
Poincloux S, Adda-Bedia M, Lechenault F (2018) Geometry and elasticity of a knitted fabric. Phys Rev X. https://doi.org/10.1103/PhysRevX.8.021075
Raji RK, Miao X, Zhang S, Li Y, Wan A, Frimpong C (2019) A comparative study of knitted strain sensors fabricated with conductive composite and coated yarns. Int J Cloth Sci Technol 31:181–194. https://doi.org/10.1108/ijcst-07-2018-0087
Raza ZA, Rehman A, Mohsin M, Bajwa SZ, Anwar F, Naeem A, Ahmad N (2015) Development of antibacterial cellulosic fabric via clean impregnation of silver nanoparticles. J Clean Prod 101:377–386. https://doi.org/10.1016/j.jclepro.2015.03.091
ReddyGandla KS, Gupta D (2019) Highly sensitive, rugged, and wearable fabric strain sensor based on graphene clad polyester knitted elastic band for human motion monitoring. Adv Mater Interfaces. https://doi.org/10.1002/admi.201900409
Ren G, Song Y, Li X, Wang B, Zhou Y, Wang Y, Ge B, Zhu X (2018) A simple way to an ultra-robust superhydrophobic fabric with mechanical stability, UV durability, and UV shielding property. J Colloid Interface Sci 522:57–62. https://doi.org/10.1016/j.jcis.2018.03.038
Ren J, Wang C, Zhang X, Carey T, Chen K, Yin Y, Torrisi F (2017a) Environmentally-friendly conductive cotton fabric as flexible strain sensor based on hot press reduced graphene oxide. Carbon 111:622–630. https://doi.org/10.1016/j.carbon.2016.10.045
Ren G, Zhang Z, Song Y, Li X, Yan J, Wang Y, Zhu X (2017b) Effect of MWCNTs-GO hybrids on tribological performance of hybrid PTFE/Nomex fabric/phenolic composite. Compos Sci Technol 146:155–160. https://doi.org/10.1016/j.compscitech.2017.04.022
Sayyar S, Murray E, Thompson BC, Gambhir S, Officer DL, Wallace GG (2013) Covalently linked biocompatible graphene/polycaprolactone composites for tissue engineering. Carbon 52:296–304. https://doi.org/10.1016/j.carbon.2012.09.031
Skrzetuska E, Puchalski M, Krucinska I (2014) Chemically driven printed textile sensors based on graphene and carbon nanotubes. Sensors (Basel) 14:16816–16828. https://doi.org/10.1039/10.3390/s140916816
Teng C, **e D, Wang J, Yang Z, Ren G, Zhu Y (2017) Ultrahigh conductive graphene paper based on ball-milling exfoliated graphene. Adv Func Mater. https://doi.org/10.1002/adfm.201700240
Wang D, Zhang Y, Zhang Y, Lei T, Guo H, Wang Y, Tang X, Wang H (2011) Raman analysis of epitaxial graphene on 6H-SiC (0001̄) substrates under low pressure environment. J Semiconduct. https://doi.org/10.1088/1674-4926/32/11/113003
Wei J, Atif R, Vo T, Inam F (2015) Graphene nanoplatelets in epoxy system: dispersion, reaggregation, and mechanical properties of nanocomposites. J Nanomater 2015:1–12. https://doi.org/10.1155/2015/561742
Yan T, Wang Z, Wang Y-Q, Pan Z-J (2018) Carbon/graphene composite nanofiber yarns for highly sensitive strain sensors. Mater Des 143:214–223. https://doi.org/10.1016/j.matdes.2018.02.006
Yang Q, Pan X, Huang F, Li K (2010) Fabrication of high-concentration and stable aqueous suspensions of graphene nanosheets by noncovalent functionalization with lignin and cellulose derivatives. J Phys Chem C 114:3811–3816. https://doi.org/10.1021/jp910232x
Yang Z, Pang Y, Han XL, Yang Y, Ling J, Jian M, Zhang Y, Yang Y, Ren TL (2018) Graphene textile strain sensor with negative resistance variation for human motion detection. ACS Nano 12:9134–9141. https://doi.org/10.1021/acsnano.8b03391
Yao S, Yang J, Poblete FR, Hu X, Zhu Y (2019) Multifunctional Electronic Textiles Using Silver Nanowire Composites. ACS Appl Mater Interfaces 11:31028–31037. https://doi.org/10.1002/10.1021/acsami.9b07520
Zhou Z, Li Y, Cheng J, Chen S, Hu R, Yan X, Liao X, Xu C, Yu J, Li L (2018) Supersensitive all-fabric pressure sensors using printed textile electrode arrays for human motion monitoring and human–machine interaction. J Mater Chem C 6:13120–13127. https://doi.org/10.1039/c8tc02716a
Zhu X, Zhang Z, Song Y, Yan J, Wang Y, Ren G (2017) A waterproofing textile with robust superhydrophobicity in either air or oil surroundings. J Taiwan Inst Chem Eng 71:421–425. https://doi.org/10.1016/j.jtice.2016.11.029
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Sun, L., Wang, F., Jiang, J. et al. A wearable fabric strain sensor assemblied by graphene with dual sensing performance approach to practice application assisted by wireless Bluetooth. Cellulose 27, 8923–8935 (2020). https://doi.org/10.1007/s10570-020-03401-5
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DOI: https://doi.org/10.1007/s10570-020-03401-5