Journal of Textile Research ›› 2025, Vol. 46 ›› Issue (08): 136-144.doi: 10.13475/j.fzxb.20241006301

• Textile Engineering • Previous Articles     Next Articles

Fabrication and characterization of wearable flexible strain sensors based on three-dimensional braided structures

QUAN Ying, ZHANG Aiqin, ZHANG Man(), LIU Shuqiang, ZHANG Yujing   

  1. College of Textile Engineering, Taiyuan University of Technology, Jinzhong, Shanxi 030600, China
  • Received:2024-10-30 Revised:2025-04-28 Online:2025-08-15 Published:2025-08-15
  • Contact: ZHANG Man E-mail:zhangman@tyut.edu.cn

Abstract:

Objective Wearable flexible strain sensors are widely used in fields of healthcare, public health, and human-computer interaction, among which textile-based flexible strain sensors have attracted great attention due to the advantages of high flexibility, comfort, and easy integration with clothing. However, the preparation of strain sensors with both high sensitivity and wide workable strain range remains a challenge. In this work, a flexible strain sensor with high stretchability and sensitivity is prepared by choosing polyurethane filament (PUF) to form a net-like three-dimensional braided fabric, and constructing a synergistic conductive network with one-dimensional tubular carbon nanotubes (CNT) and two-dimensional graphene sheets (GNP).

Method The three-dimensional (3-D) braided fabrics were prepared by four-step braiding process using PUF as raw material. The conductive fillers, CNT and GNP, were loaded onto the fabric surface in different ratios with the aid of ultrasound-assisted impregnation-drying. To enhance the fastness of the conductive coatings, the fabric was then immersed in dopamine solution for 6 h to obtain the 3-D braided flexible strain sensors. The sensors were characterized in terms of morphology, mechanical-electrical property and sensing performance. The effects of braided structures and CNT/GNP mass ratio on the performance of the prepared strain sensors were investigated.

Results Flexible strain sensor was prepared by loading CNT/GNP on the surface and forming a synergistic conductive network. Results showed that the sensing range of 3-D braided strain sensor was much higher than that of the PUF sensor. Under the same treatment conditions, the workable strain range of 3-D braided strain sensor was up to 280%, while the PUF was up to 126% in comparison. Thus the introduction of braided structure increased the workable strain sensing range significantly. The decrease in mass ratio of CNT in the impregnating solution led to the increase in the mass ratio of GNP, decrease in the workable strain range and significant increase in sensitivity. Consequently, in the conductive network of the strain sensor, CNT mainly played the role of circuit bridging to provide a large strain monitoring range for the sensor, while GNP sheets provided higher sensing sensitivity for the sensor through the significant change of the contact surface under strain. In addition, the surface polymerization of polydopamine(PDA) made the conductive coating firmer, enhancing stability and repeatability of the prepared strain sensor. Considering both of the sensitivity and strain range, the 3-D braided flexible sensor with CNT/GNP mass ratio of 1∶1 demonstrated better sensing performance, with a sensitivity coefficient as high as 249.8 and a strain sensing range of not less than 154%. Meanwhile, the electrical signal output was stable after more than 6 000 cycles of 50% stretching, and the water washing resistance was also proved well. It exhibited stable transmission signal in the motion monitoring of human face, neck, elbow, wrist, knuckle, knee and other parts of the body. The consistency and reliability of the signal were maintained for repeated movements with different speeds and amplitudes, proving the great potential of the prepared braided strain sensor for application in the fields of health assessment and rehabilitation training.

Conclusion CNTs/GNP/PDA-PUF flexible strain sensors were prepared with a flexible 3-D braided fabric as the substrate, and the introduction of braided structure increased the workable strain sensing range significantly. As the mass ratio of CNTs decreases and the mass ratio of GNP increases, the sensitivity of the braided strain sensor increases and the workable strain range decreases. Surface PDA-PUF improves the coating fastness, resulting in a significant increase in sensor stability. The prepared CNTs/GNP/PDA-PUF flexible braided strain sensor has both high sensitivity and large workable strain range, proving the potential in fields of human motion and health monitoring applications.

Key words: wearable flexible strain sensor, 3-D braided structure, carbon nanotube, graphene, sensitivity, polyurethane filament, health monitoring, polydopamine

CLC Number: 

  • TS101.8

Fig.1

Preparation process of CNT/GNP/PDA-PUFF flexible strain sensors with three-dimensional braided structure"

Fig.2

Morphologies of fabrics and PUF. (a) Before impregnation; (b) After impregnation; (c) After polymerization; (d) PUF; (e) CNT-PUFY; (f) CNT/PDA-PUFY"

Fig.3

Electrical and mechanical diagram of 3-D braided sensors and yarn sensors. (a) Conductivity change of 3-D braided fabircs; (b) Conductivity change of yarn; (c) Stress-strain curves of 3-D braided fabrics"

Fig.4

CNT/PDA-PUFY sensor strain-ΔR/R curve and microstructure changes"

Fig.5

Comparison of mechanical-electrical properties of 3-D braided structure(a) and PUF sensors(b)"

Fig.6

ΔR/R curves of CNT/GNP/PDA 3-D braided strain sensors under 100% strain and 100 cyclic"

Fig.7

Integrated sensing performance of CNT/GNP(1∶1)/PDA-PUFY 3-D braided structure sensors. (a) Strain-ΔR/R curves during loading-unloading; (b) Variation of ΔR/R at different strain stages; (c) Variation of ΔR/R at different strains; (d) Stress-ΔR/R curves at different speeds under 50% strain condition; (e) Stress-ΔR/R curves for 6 000 tensile cycles at 50% strain; (f) Conductivity changes during 6 times washing; (g) Strain-ΔR/R curves before and after 6 times washing; (h) Sensor response time; (i)Comparison of sensor performance between this work and literatures"

Fig.8

Plot of changes in relative resistance monitored by 3-D braided structure sensors attached to face(a), neck(b), elbow(c), wrist(d), finger joints(e) and knee joints(f)"

[1] LIU Jihong, LIU Linmei, BAI Yu, et al. Recent progress in flexible wearable sensors for vital sign monitoring[J]. Sensors, 2020, 20(14):4009.
[2] WANG Haomin, LI Shuo, LU Haojie, et al. Carbon-based flexible devices for comprehensive health monitoring[J]. Small Methods, 2023, 7(2):1-21.
[3] AI Qingsong, ZHAO Mengyuan, CHEN Kun, et al. Development and application of graphene sensors in human-computer interaction: a review[J]. IEEE Sensors Journal, 2024, 24(6):7406-7419.
[4] HEO J S, HOSSAIN M F, KIM I. Challenges in design and fabrication of flexible/stretchable carbon- and textile-based wearable sensors for health monitoring: a critical review[J]. Sensors, 2020, 20(14):3927.
[5] JAVAID A, ZULFIQAR M H, SALEEM M S, et al. Skin-mount textile-based flexible strain sensors for physiotherapy[J]. Advanced Engineering Materials, 2024, 26(10):2301138.
[6] HEO J S, SHISHAVAN H H, SOLEYMANPOUR R, et al. Textile-based stretchable and flexible glove sensor for monitoring upper extremity prosthesis functions[J]. IEEE Sensors Journal, 2020, 20(4):1754-1760.
[7] LEE J, JEON S, SEO H, et al. Fiber-based sensors and energy systems for wearable electronics[J]. Applied Sciences-Basel, 2021, 11(2):531.
[8] WU Jiawei, JIAO Wenling, GUO Yufei, et al. Recent progress on yarn-based electronics: from material and device design to multifunctional applications[J]. Advanced Electronic Materials, 2023, 9(8):2300219.
[9] WANG H J, CHENG T Y, HUANG C C, et al. High sensitivity and flexible fabric strain sensor based on electrochemical graphene[J]. Japanese Journal of Applied Physics, 2021,60: SCCD04.
[10] CHENG Henyi, ZUO Tongcheng, CHEN Yixiang, et al. High sensitive, stretchable and weavable fiber-based PVA/WPU/MXene materials prepared by wet spinning for strain sensors[J]. Journal of Materials Science, 2023, 58(34):13875-13887.
[11] LIU Qiang, ZHANG Miao, HUANG Liang, et al. High-quality graphene ribbons prepared from graphene oxide hydrogels and their application for strain sensors their application for strain sensors[J]. Acs Nano, 2015, 9(12):12320-12326.
doi: 10.1021/acsnano.5b05609 pmid: 26481766
[12] BAUTISTA-QUIJANO J R, PÖTSCHKE P, BRÜNIG H, et al. Strain sensing, electrical and mechanical properties of polycarbonate/multiwall carbon nanotube monofilament fibers fabricated by melt spinning[J]. Polymer, 2016,82:181-189.
[13] YIN Qianjun, WANG Weiyi, HU Yaqi, et al. Review:electrostatic spinning for manufacturing sensitive layers of flexible sensors and their structural design[J]. Journal of the Electrochemical Society, 2024, 171(2):027524.
[14] WANG Lei, XIANG Dong, HARKIN-JONES E, et al. A flexible and multipurpose piezoresistive strain sensor based on carbonized phenol formaldehyde foam for human motion monitoring[J]. Macromolecular Materials and Engineering, 2019, 304(12):1900492.
[15] WANG Xi, LI Qiao, TAO Xiaoming. Enhanced electromechanical resilience and mechanism of the composites-coated fabric sensors with crack-induced conductive network for wearable applications[J]. Smart Materials and Structures, 2022, 31(3):035032.
[16] LI Xiaoting, HU Haibo, HUA Tao, et al. Wearable strain sensing textile based on one-dimensional stretchable and weavable yarn sensors[J]. Nano Research, 2018, 11(11):5799-5811.
[17] CHEN Yixiang, JIANG Yu, FENG Wanqi, et al. Construction of sensitive strain sensing nanofibrous membrane with polydopamine-modified MXene/CNT dual conductive network[J]. Colloids and Surfaces A: Physicochemical and Engineering Aspects, 2022,635:128055.
[18] LI Yuxiang, HE Tengyu, SHI Liangjing, et al. Strain sensor with both a wide sensing range and high sensitivity based on braided graphene belts[J]. ACS Applied Materials & Interfaces, 2020, 12(15):17691-17698.
[19] PARK S, CHOI H, CHO Y, et al. Wearable strain sensors with aligned macro carbon cracks using a two-dimensional triaxial-braided fabric structure for monitoring human health[J]. Acs Applied Materials & Interfaces, 2021, 13(19):22926-22934.
[20] 孟金华, 李沂蒙, 魏乐倩, 等. 双重导电网络柔性应变/温度传感器的制备及健康监测应用[J]. 高分子学报, 2024, 55(9):1165-1178.
MENG Jinhua, LI Yimeng, WEI Leqian, et al. Construction of flexible strain/temperature sensors with dual conductive networks and application in health monitoring[J]. Acta Polymerica Sinica, 2024, 55(9):1165-1178.
[21] BOZALI B, GHODRAT S, PLAUDE L, et al. Development of low hysteresis, linear weft-knitted strain sensors for smart textile applications[J]. Sen-sors (Basel, Switzerland), 2022, 22(19):7688.
[22] LI Jun, WANG Lijun, WANG Xinzhi, et al. Highly conductive PVA/Ag coating by aqueous in situ reduction and its stretchable structure for strain sensor[J]. ACS Applied Materials & Interfaces, 2020, 12(1):1427-1435.
[23] HE Zuoli, ZHOU Gengheng, BYUN Joon-hyung, et al. Highly stretchable multi-walled carbon nanotube/thermoplastic polyurethane composite fibers for ultrasensitive, wearable strain sensors[J]. Nanoscale, 2019, 11(13):5884-5890.
doi: 10.1039/c9nr01005j pmid: 30869716
[24] YAN Tao, ZHOU Hua, NIU Haitao, et al. Highly sensitive detection of subtle movement using a flexible strain sensor from helically wrapped carbon yarns[J]. Journal of Materials Chemistry C, 2019, 7(32):10049-10058.
doi: 10.1039/c9tc03065d
[25] ZHAO Yunong, HUANG Ying, HU Wei, et al. Highly sensitive flexible strain sensor based on threadlike spandex substrate coating with conductive nanocomposites for wearable electronic skin[J]. Smart Materials and Structures, 2019, 28(3):035004.
[26] PAN Junjie., YANG Mengyun, LUO Lei, et al. Stretchable and highly sensitive braided composite yarn@polydopamine@polypyrrole for wearable applica-tions[J]. ACS Applied Materials & Interfaces, 2019, 11(7): 7338-7348.
[27] LIU Hu, LI Qianming, BU Yibing, et al. Stretchable conductive nonwoven fabrics with self-cleaning capability for tunable wearable strain sensor[J]. Nano Energy, 2019, 66:104143.
[28] ZHANG Mingchao, WANG Chunya, WANG Huimin, et al. Carbonized cotton fabric for high-performance wearable strain sensors[J]. Advanced Functional Materials, 2017, 27(2):1604795.
[29] LIN Yankun, YIN Qing, DING Lifeng, et al. Ultra-sensitive flexible strain sensors based on hybrid conductive networks for monitoring human activities[J]. Sensors and Actuators A: Physical, 2022,342:113627.
[1] TENG Yanfei, WAN Ailan. Development and properties of deodorant sports socks [J]. Journal of Textile Research, 2025, 46(06): 120-126.
[2] ZHANG Jiacheng, YU Ying, ZUO Yuxin, GU Zhiqing, TANG Tengfei, CHEN Hongli, LÜ Yong. Torsional sensing characteristics of polyacrylonitrile/MoS2 fiber membranes based on flexoelectric effect [J]. Journal of Textile Research, 2025, 46(06): 80-87.
[3] SUN Wanhong, ZHANG Pengfei, CHEN Yong, ZHANG Lin, PAN Yueshan, SONG Feihu, LIU Enxing, WANG Yuping. Preparation and application of flexible carbon nanotube electric heating element for intelligent heating clothing [J]. Journal of Textile Research, 2025, 46(05): 17-22.
[4] ZHANG Jinqin, LI Jing, XIAO Ming, BI Shuguang, RAN Jianhua. Preparation of polystyrene/reduced graphene oxide microsphere sensing electrothermal fabrics by self-assembly method [J]. Journal of Textile Research, 2025, 46(05): 202-213.
[5] LI Run, CHANG Ziyang, ZHANG Rufan. Review of controlled synthesis and performance regulation of functional carbon nanotube fibers [J]. Journal of Textile Research, 2025, 46(05): 30-40.
[6] YAN Yi, ZHU Dahui. Progress and trends in application of smart clothing for elderly population [J]. Journal of Textile Research, 2025, 46(04): 244-254.
[7] LIN Weijia, JI Dawei, TIAN Xuyong, WANG Chunlei, XUE Haolong, XIAO Changfa. Fabrication of braided tube reinforced polypropylene hollow fiber membrane for oil-water separation [J]. Journal of Textile Research, 2025, 46(04): 38-46.
[8] LIAO Tanqian, LI Wenya, YANG Xiaoyu, ZHAO Jingna, ZHANG Xiaohua. Preparation and thermal properties of carbon nanotube/polyethylene glycol composite phase change fiber [J]. Journal of Textile Research, 2025, 46(03): 9-16.
[9] ZHANG Rui, YE Suxian, WANG Jian, ZOU Zhuanyong. Preparation and performance of all-fabric iontronic flexible pressure sensor [J]. Journal of Textile Research, 2025, 46(02): 113-121.
[10] ZHAO Deng, ZHANG Yi, ZHENG Mengjie, BI Shuguang, RAN Jianhua. Vision-near-infrared light stealth nylon fabric based on liquid phase stripping graphene [J]. Journal of Textile Research, 2025, 46(02): 153-160.
[11] ZHANG Zhe, WANG Rui, CAI Tao. Efficient and economical preparation of patterned durable waterborne polyurethane/carbon nanotube multifunctional antistatic composite fabrics [J]. Journal of Textile Research, 2025, 46(02): 207-217.
[12] ZUO Hongmei, GAO Min, RUAN Fangtao, ZOU Lihua, XU Zhenzhen. Preparation and mechanical properties of MXene-graphene oxide modified carbon fiber/polylactic acid composites [J]. Journal of Textile Research, 2025, 46(01): 9-15.
[13] ZHAO Fang, SHAO Guangwei, SHAO Huiqi, BI Siyi, LI Minghao, HAI Wenqing, ZHANG Xin, JIANG Ziyang, JIANG Jinhua, CHEN Nanliang. Preparation and properties of Ni/Cu/Ni-carbon nanotube composite yarns [J]. Journal of Textile Research, 2024, 45(12): 144-151.
[14] LIU Yanbo, GAO Xinyu, HAO Ming, HU Xiaodong, YANG Bo. Composite fiber felts based on photothermal modification and their application in high viscosity oil adsorption [J]. Journal of Textile Research, 2024, 45(11): 55-64.
[15] SHI Ya'nan, MA Yanxue, FAN Ping, XUE Wenliang, LI Yuling. Preparation of weaving edge structure flexible sensor woven webbing and analysis of influencing factors on sensing performance [J]. Journal of Textile Research, 2024, 45(11): 114-120.
Viewed
Full text


Abstract

Cited

  Shared   
  Discussed   
No Suggested Reading articles found!