Performance evaluation of CNT-COOH coated dual-intertwined yarn for wearable resistive strain sensing

Rezaul Karim Khan Alave , Mahin Ahmed Shishir , Sheikh Mohammad Rahat , Fazle Rabbe , Gazi Farhan Ishraque Toki , Jiyong Hu

ChemPhysMater ›› 2026, Vol. 5 ›› Issue (3) : 374 -382.

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ChemPhysMater ›› 2026, Vol. 5 ›› Issue (3) :374 -382. DOI: 10.1016/j.chphma.2026.03.005
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Performance evaluation of CNT-COOH coated dual-intertwined yarn for wearable resistive strain sensing
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Abstract

Stretchable resistive strain sensors are generating significant interest in wearable electronics due to their exceptional stretchability, rapid response, and ability to detect complex human movements. While yarn-based strain sensors show enormous potential for textile integration, they typically suffer from low sensitivity, poor interfacial adhesion between conductive materials and yarn surfaces, and limited mechanical durability under repeated strain, undermining their long-term applicability and fruitful use. This study presents a novel high-performance yarn strain sensor created by depositing multi-walled carboxyl-functionalized carbon nanotubes (MWCNT-COOH) onto a dual-intertwined yarn (DIY) substrate, consisting of a spandex core wrapped with nylon monofilaments using a scalable, cost-effective layer-by-layer (LBL) assembly without surfactants, followed by encapsulation with Ecoflex to enhance mechanical resilience and environmental endurance. The CNT-COOH dispersion exhibited excellent coverage and adsorption on the yarn surface, resulting in a reliable and conductive sensing layer. The CNT-COOH/DIY sensor demonstrated exceptional strain responsiveness, achieving a gauge factor (GF) of 11.40 for 10%–40% strain and 8.75 for 40%–60% strain. It also exhibited a response time of 263 ms and an electrical conductivity of 6.03 × 10−3 S/m. The Ecoflex/CNT-COH/DIY sensor retained stable sensing performance across 2000 stretching cycles at 30% strain. Real-time assessments on the finger, wrist, elbow, and knee confirmed its practical viability for wearable motion sensors and smart textiles.

Keywords

Strain sensor / Stretchable yarn sensor / Functionalized carbon nanotubes (CNTs) / Dual intertwined yarn (DIY) / Human motion monitoring

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Rezaul Karim Khan Alave, Mahin Ahmed Shishir, Sheikh Mohammad Rahat, Fazle Rabbe, Gazi Farhan Ishraque Toki, Jiyong Hu. Performance evaluation of CNT-COOH coated dual-intertwined yarn for wearable resistive strain sensing. ChemPhysMater, 2026, 5 (3) : 374-382 DOI:10.1016/j.chphma.2026.03.005

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Data availability

The data that support the findings of this study are available from the corresponding author upon reasonable request.

Declaration of Competing Interest

The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.

CRediT authorship contribution statement

Rezaul Karim Khan Alave: Writing – review & editing, Writing – original draft, Visualization, Validation, Software, Methodology, Investigation, Formal analysis, Data curation, Conceptualization. Mahin Ahmed Shishir: Visualization, Investigation, Formal analysis, Data curation. Sheikh Mohammad Rahat: Visualization, Data curation. Fazle Rabbe: Visualization, Data curation. Gazi Farhan Ishraque Toki: Writing – review & editing, Formal analysis. Jiyong Hu: Writing – review & editing, Visualization, Validation, Supervision, Resources, Project administration, Methodology, Funding acquisition, Formal analysis, Data curation, Conceptualization.

Acknowledgements

This project was funded by Natural Science Foundation of Shanghai (Grant No. 22ZR1400800).

References

[1]

J. Zhang, B. Xu, K. Chen, Y. Li, G. Li, Z. Liu, Revolutionizing digital healthcare networks with wearable strain sensors using sustainable fibers, SusMat 4 (2024) e207, doi: 10.1002/sus2.207.

[2]

A.Ç. Seçkin, B. Ateş, M. Seçkin, Review on wearable technology in sports: Concepts, challenges and opportunities, Appl. Sci 13 (2023) 10399, doi: 10.3390/app131810399.

[3]

X. Liao, W. Song, X. Zhang, H. Jin, S. Liu, Y. Wang, A.V.Y. Thean, Y. Zheng, An artificial peripheral neural system based on highly stretchable and integrated multifunctional sensors, Adv. Funct. Mater. 31 (2021) 2101107, doi: 10.1002/adfm.202101107.

[4]

M. Amjadi, K.U. Kyung, I. Park, M. Sitti, Stretchable, skin-mountable, and wearable strain sensors and their potential applications: A review, Adv. Funct. Mater. 26 (2016) 1678-1698, doi: 10.1002/adfm.201504755.

[5]

Z. Lai, J. Xu, C.R. Bowen, S. Zhou, Self-powered and self-sensing devices based on human motion, Joule 6 (2022) 1501-1565, doi: 10.1016/j.joule.2022.06.013.

[6]

L.Q. Tao, Y. Liu, S. Zou, Z. Zhang, X. Zhao, Enhancing gesture recognition in low-light conditions using laser-induced graphene flexible strain sensors, IEEE Sens. J. 24 (2024) 5256-5265, doi: 10.1109/JSEN.2023.3345344.

[7]

T. Sun, J. Zhang, Y. Chen, H. Zhao, L. Liu, Y. Liu, S. Niu, Z. Han, L. Ren, Q. Lin, Bioinspired, ultra-sensitive flexible strain sensor based on ceramic fiber paper with superhydrophobic and high-temperature-resistant properties, Adv. Mater. Technol. 8 (2023) 2200972, doi: 10.1002/admt.202200972.

[8]

X. Tang, D. Cheng, J. Ran, D. Li, C. He, S. Bi, G. Cai, X. Wang, Recent advances on the fabrication methods of nanocomposite yarn-based strain sensor, Nanotechnol. Rev. 10 (2021) 221-236, doi: 10.1515/ntrev-2021-0021.

[9]

J. Wang, C. Lu, K. Zhang, Textile-based strain sensor for human motion detection, Energy Environ. Mater. 3 (2019) 80-100, doi: 10.1002/eem2.12041.

[10]

H. Wang, C. Liu, B. Li, J. Liu, Y. Shen, M. Zhang, K. Ji, X. Mao, R. Sun, F. Zhou, Advances in carbon-based resistance strain sensors, ACS Appl. Electron. Mater. 5 (2023) 674-689, doi: 10.1021/acsaelm.2c01375.

[11]

J.J. Park, W.J. Hyun, S.C. Mun, Y.T. Park, O.O. Park, Highly stretchable and wearable graphene strain sensors with controllable sensitivity for human motion monitoring, ACS Appl. Mater. Interfaces 7 (2015) 6317-6324, doi: 10.1021/acsami.5b00695.

[12]

G.F.I. Toki, T. Ahmed, R. Mia, R.K.K. Alave, B. Xu, 3 - Processing and preparation of graphene-based electroconductive textiles, in: S. Maity, P. Pandit, S. Maiti (Eds.), Advances in Electrically Conductive Textiles, Elsevier, 2025, pp. 91-125.

[13]

N. Lu, C. Lu, S. Yang, J. Rogers, Highly sensitive skin-mountable strain gauges based entirely on elastomers, Adv. Funct. Mater. 22 (2012) 4044-4050, doi: 10.1002/adfm.201200498.

[14]

J.H. Kong, N.S. Jang, S.H. Kim, J.M. Kim, Simple and rapid micropatterning of conductive carbon composites and its application to elastic strain sensors, Carbon 77 (2014) 199-207, doi: 10.1016/j.carbon.2014.05.022.

[15]

D.J. Cohen, D. Mitra, K. Peterson, M.M. Maharbiz, A highly elastic, capacitive strain gauge based on percolating nanotube networks, Nano Lett. 12 (2012) 1821-1825, doi: 10.1021/nl204052z.

[16]

F. Huang, J. Hu, X. Yan, A wide-linear-range and low-hysteresis resistive strain sensor made of double-threaded conductive yarn for human movement detection, J. Mater. Sci. Technol. 172 (2024) 202-212, doi: 10.1016/j.jmst.2023.06.047.

[17]

S. Ryu, P. Lee, J.B. Chou, R. Xu, R. Zhao, A.J. Hart, S.G. Kim, Extremely elastic wearable carbon nanotube fiber strain sensor for monitoring of human motion, ACS Nano 9 (2015) 5929-5936, doi: 10.1021/acsnano.5b00599.

[18]

S. Gong, W. Schwalb, Y. Wang, Y. Chen, Y. Tang, W. Cheng, A wearable and highly sensitive pressure sensor with ultrathin gold nanowires, Nat. Commun. 5 (2014) 3132, doi: 10.1038/ncomms4132.

[19]

Y. Won, A. Kim, W. Yang, S. Jeong, J. Moon, A highly stretchable, helical copper nanowire conductor exhibiting a stretchability of 700%, NPG Asia Mater. 6 (2014) e132, doi: 10.1038/am.2014.88.

[20]

S. Gong, D.T.H. Lai, Y. Wang, L.W. Yap, K.J. Si, Q. Shi, N.N. Jason, T. Sridhar, H. Uddin, W. Cheng, Tattoolike polyaniline microparticle-doped gold nanowire patches as highly durable wearable sensors, ACS Appl. Mater. Interfaces 7 (2015) 19700-19708, doi: 10.1021/acsami.5b05001.

[21]

M. Amjadi, A. Pichitpajongkit, S. Lee, S. Ryu, I. Park, Highly stretchable and sensitive strain sensor based on silver nanowire-elastomer nanocomposite, ACS Nano 8 (2014) 5154-5163, doi: 10.1021/nn501204t.

[22]

S. Chen, Y. Wei, X. Yuan, Y. Lin, L. Liu, A highly stretchable strain sensor based on a graphene/silver nanoparticle synergic conductive network and a sandwich structure, J. Mater. Chem. C 4 (2016) 4304-4311, doi: 10.1039/C6TC00300A.

[23]

E. Roh, B.U. Hwang, D. Kim, B.Y. Kim, N.E. Lee, Stretchable, transparent, ultrasensitive, and patchable strain sensor for human-machine interfaces comprising a nanohybrid of carbon nanotubes and conductive elastomers, ACS Nano 9 (2015) 6252-6261, doi: 10.1021/acsnano.5b01613.

[24]

H. Ma, Y. Gao, W. Liu, F.I. Farah, K. Zhang, L. Guo, F. Xu, Light-weight strain sensor based on carbon nanotube/epoxy composite yarn, J. Mater. Sci. 56 (2021) 13156-13164, doi: 10.1007/s10853-021-06146-z.

[25]

K. Seo, S.M. Jeong, H.S. Seo, J. Yang, S. Ju, T. Lim, Superhydrophobic and highly elastic strain-sensing fiber embedded with carbon nanotubes and aerogels based on the dipping and drying method, Adv. Mater. Interfaces 11 (2024) 2300820, doi: 10.1002/admi.202300820.

[26]

D. Lu, Q. Wang, X. Zhang, S. Liao, Y. Cai, Q. Wei, Highly durable yarn-based strain sensor with enhanced underwater monitoring capabilities and rapid drowning detection for safety applications, Chem. Eng. J. 498 (2024) 155485, doi: 10.1016/j.cej.2024.155485.

[27]

Y. Cui, G. Zheng, Z. Jiang, P. Wang, Y. Yu, Q. Wang, PEDOT-based textiles for wearable thermal management and human motion monitoring, Compos. Part A 163 (2022) 107245, doi: 10.1016/j.compositesa.2022.107245.

[28]

L. Lavagna, R. Nisticò, S. Musso, M. Pavese, Functionalization as a way to enhance dispersion of carbon nanotubes in matrices: A review, Mater. Today Chem. 20 (2021) 100477, doi: 10.1016/j.mtchem.2021.100477.

[29]

A. Hirsch, Functionalization of single-walled carbon nanotubes, Angew. Chem. Int. Ed. 41 (2002) 1853-1859, doi: 10.1002/1521-3773(20020603)41.

[30]

W. Lan, Q. Ding, T. Zhou, Y. Wang, S. Gao, S. Qin, W. Zhang, M. Lee, Highly sensitive tubular strain sensors: From nanofiber arrangements and conductive carbon materials perspectives, Mater. Today Commun. 43 (2025) 111569, doi: 10.1016/j.mtcomm.2025.111569.

[31]

R. Wang, L. Sun, X. Zhu, W. Ge, H. Li, Z. Li, H. Zhang, Y. Huang, Z. Li, Y.F. Zhang, J. Zhao, Q. Xu, H. Lan, Carbon nanotube-based strain sensors: Structures, fabrication, and applications, Adv. Mater. Technol. 8 (2023) 2200855, doi: 10.1002/admt.202200855.

[32]

H. Souri, D. Bhattacharyya, Highly stretchable and wearable strain sensors using conductive wool yarns with controllable sensitivity, Sens. Actuat. A Phys. 285 (2019) 142-148, doi: 10.1016/j.sna.2018.11.008.

[33]

H. Souri, H. Banerjee, A. Jusufi, N. Radacsi, A.A. Stokes, I. Park, M. Sitti, M. Amjadi, Wearable and stretchable strain sensors: materials, sensing mechanisms, and applications, Adv. Intell. Syst. 2 (2020) 2000039, doi: 10.1002/aisy.202000039.

[34]

N. Hu, Y. Karube, M. Arai, T. Watanabe, C. Yan, Y. Li, Y. Liu, H. Fukunaga, Investigation on sensitivity of a polymer/carbon nanotube composite strain sensor, Carbon N Y 48 (2010) 680-687, doi: 10.1016/j.carbon.2009.10.012.

[35]

L. Li, J. Sun, H. Cong, Design and performance of stretchable resistive sensor based on knitted loop structures for motion detection, J. Ind. Tex. 53 (2023), doi: 10.1177/15280837231200895.

[36]

F. Huang, C. Huang, F. Meng, K.C. Aw, X. Yan, J. Hu, Understanding the sensing performance alteration mechanism of a yarn-based strain sensor after encapsulation and an effective encapsulation structural designs, Colloids Surf. A 697 (2024) 134501, doi: 10.1016/j.colsurfa.2024.134501.

[37]

L. Lin, H. Deng, X. Gao, S. Zhang, E. Bilotti, T. Peijs, Q. Fu, Modified resistivity-strain behavior through the incorporation of metallic particles in conductive polymer composite fibers containing carbon nanotubes, Polym. Int. 62 (2013) 134-140, doi: 10.1002/pi.4291.

[38]

L. Lin, S. Liu, Q. Zhang, X. Li, M. Ji, H. Deng, Q. Fu, Towards tunable sensitivity of electrical property to strain for conductive polymer composites based on thermoplastic elastomer, ACS Appl. Mater. Interfaces 5 (2013) 5815-5824, doi: 10.1021/am401402x.

[39]

Q. Mu, J. Wang, X. Kuang, Modeling the resistive viscoelasticity of conductive polymer composites for sensor usage, Soft Matter 19 (2023) 1025-1033, doi: 10.1039/D2SM01463G.

[40]

J. Pan, B. Hao, W. Song, S. Chen, D. Li, L. Luo, Z. Xia, D. Cheng, A. Xu, G. Cai, Highly sensitive and durable wearable strain sensors from a core-sheath nanocomposite yarn, Compos. Part B 183 (2020) 107683, doi: 10.1016/j.compositesb.2019.107683.

[41]

X. Xie, H. Huang, J. Zhu, J. Yu, Y. Wang, Z. Hu, A spirally layered carbon nanotube-graphene/polyurethane composite yarn for highly sensitive and stretchable strain sensor, Compos. Part A 135 (2020) 105932, doi: 10.1016/j.compositesa.2020.105932.

[42]

F. Huang, J. Hu, X. Yan, F. Meng, High-linearity, ultralow-detection-limit, and rapid-response strain sensing yarn for data gloves, J. Ind. Tex. 51 (2022) 4554S-4570S, doi: 10.1177/15280837221084369.

[43]

Y. Chen, C. Valenzuela, Y. Liu, X. Yang, Y. Yang, X. Zhang, S. Ma, R. Bi, L. Wang, W. Feng, Biomimetic artificial neuromuscular fiber bundles with built-in adaptive feedback, Matter 8 (2025) 101904, doi: 10.1016/j.matt.2024.10.022.

[44]

L. Dou, X. Zheng, M. Yuan, D. Li, Z. Zhao, W. Tang, C. Fu, Z. Xia, G. Cai, Hierarchical and coaxial yarn with combined conductance stability and sensing capability for wearable electronics, Appl. Mater. Today 29 (2022) 101695, doi: 10.1016/j.apmt.2022.101695.

[45]

T. Yan, Y. Wu, J. Tang, Z. Pan, Highly sensitive strain sensor with wide strain range fabricated using carbonized natural wrapping yarns, Mater. Res. Bull. 143 (2021) 111452, doi: 10.1016/j.materresbull.2021.111452.

[46]

Z. Liao, M. Hossain, X. Yao, R. Navaratne, G. Changnon, A comprehensive thermoviscoelastic experimental investigation of Ecoflex polymer, Polym. Test. 86 (2020) 106478, doi: 10.1016/j.polymertesting.2020.106478.

[47]

A.M. Wonnacott, A.E. Bowden, U.H. Mitchell, D.T. Fullwood, Analyzing and modeling the dynamic electrical characteristics of nanocomposite large-range strain gauges, Sensors 24 (2024) 8192, doi: 10.3390/s24248192.

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