Biochar-Enhanced Textile-Based Piezoresistive Sensors for Real-Time Flow and Pressure Monitoring in Fluidic Systems
Source abstract
Abstract
Progress in flexible piezoresistive sensors is essential for applications in wearable technologies and real-time fluid monitoring systems. This study presents the fabrication and performance of textile-based sensors coated with Senna siamea biomass–derived biochar at different loadings via a dip-coating technique. Biochar structural and surface characteristics were investigated using X-ray diffraction, Fourier transform infrared spectroscopy, and scanning electron microscopy. Sensors with biochar loadings of 1, 5, 10, and 15 wt % were integrated into a custom-designed flow setup to examine the evolution of their electrical resistance under varying water flow rates and applied pressures. Sensors with low biochar loadings, particularly 5 wt %, demonstrated superior sensitivity, stability, and linearity, showing distinct resistance variations corresponding to pressure changes induced by water flow. Higher biochar contents resulted in agglomeration and reduced conductivity, thereby diminishing sensor performance. The sensors exhibited reliable output under both static and dynamic conditions, thus holding promise for wearable health monitoring and industrial fluid control. This work shows the potential of biochar as a sustainable and cost-effective material for next-generation piezoresistive sensing platforms.
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Research context
OpenAlex topics: Advanced Sensor and Energy Harvesting Materials · Gas Sensing Nanomaterials and Sensors · Surface Modification and Superhydrophobicity
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
Affiliations
Department of Mechanical Engineering, Sri Sivasubramaniya Nadar College of Engineering, 603110 Tamil Nadu, India
References (26)
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1. Wang M, Wang G, Zheng M, Liu L, Xu C, Liu Z, et al. High-performance flexible piezoresistive pressure sensor based on multi-layer interlocking microstructures. Journal of Materials Chemistry A. 2024; 12: 22931–22944.10.1039/D4TA03758H ↗
2. Kim M, Doh I, Oh E, Cho Y. Flexible Piezoelectric Pressure Sensors Fabricated from Nanocomposites with Enhanced Dispersion and Vapor Permeability for Precision Pulse Wave Monitoring. ACS Applied Nano Materials. 2023; 6: 22025–22035.10.1021/acsanm.3c04030 ↗
3. Zhuang Y, Li R, Jiao M, He X, Gu X, Huang S. A flexible piezoresistive pressure sensor based on a perovskite MAPbBr3 nanocrystal-embedded polymer composite. Journal of Materials Chemistry C. 2024; 12: 10494–10503.10.1039/D4TC01439A ↗
4. Krishnan A, Das S, Bhattacharjee M. Flexible Piezoresistive Pressure and Temperature Sensor Module for Continuous Monitoring of Cardiac Health. IEEE Journal on Flexible Electronics. 2023; 2: 350–357.10.1109/JFLEX.2023.3243877 ↗
5. Choi SB, Noh T, Jung SB, Kim JW. Stretchable Piezoresistive Pressure Sensor Array with Sophisticated Sensitivity, Strain-Insensitivity, and Reproducibility. Advanced Science (Weinheim, Baden-Wurttemberg, Germany). 2024; 11: e2405374.10.1002/advs.202405374 ↗
6. Han S, Li S, Fu X, Han S, Chen H, Zhang L, et al. Research Progress of Flexible Piezoresistive Sensors Based on Polymer Porous Materials. ACS Sensors. 2024; 9: 3848–3863.10.1021/acssensors.4c00836 ↗
7. Geng B, Zeng H, Luo H, Wu X. Construction of Wearable Touch Sensors by Mimicking the Properties of Materials and Structures in Nature. Biomimetics (Basel, Switzerland). 2023; 8: 372.10.3390/biomimetics8040372 ↗
8. Chen J, Xia X, Yan X, Wang W, Yang X, Pang J, et al. Machine Learning-Enhanced Biomass Pressure Sensor with Embedded Wrinkle Structures Created by Surface Buckling. ACS Applied Materials & Interfaces. 2023; 15: 46440–46448.10.1021/acsami.3c06809 ↗
9. Xu K, Tang Y, Liang J, Zhao T, Guo H. Flexible capacitive pressure sensor sensitized by tilted micropillar structures fabricated by two-photon polymerization. Journal of Materials Science: Materials in Electronics. 2024; 35: 1579.10.1007/s10854-024-13350-5 ↗
10. Sengupta D, Kottapalli AGP. Nanomaterials‐Based Bioinspired next Generation Wearable Sensors: a State‐of‐the‐Art Review. Advanced Electronic Materials. 2024; 10: 2300436.10.1002/aelm.202300436 ↗
11. Yang M, Wang Z, Jia Q, Xiong J, Wang H. Bio-Skin-Inspired Flexible Pressure Sensor Based on Carbonized Cotton Fabric for Human Activity Monitoring. Sensors (Basel, Switzerland). 2024; 24: 4321.10.3390/s24134321 ↗
12. Zhao Y, Liu L, Li Z, Wang F, Chen X, Liu J, et al. Facile fabrication of highly sensitive and durable cotton fabric-based pressure sensors for motion and pulse monitoring. Journal of Materials Chemistry C. 2021; 9: 12605–12614.10.1039/D1TC02251B ↗
13. Yang W, Han X, Yin C, Zhang X, Peng Q, Yi C. Biomass carbon nanosphere-based flexible pressure sensors for motion capture and health monitoring. Composites Communications. 2024; 51: 102041.10.1016/j.coco.2024.102041 ↗
14. Wei L, Wu Z, Tang S, Qin X, Xiong Y, Li J, et al. Tracheid-inspired nanoarchitectured carbon-based aerogels with ultra-compressibility for wearable piezoresistive sensors. Carbon. 2023; 203: 386–396.10.1016/j.carbon.2022.11.081 ↗
15. Yang W, Qin Y, Wang Z, Yu T, Ge Z. Recent Advances in the Development of Flexible Sensors: Mechanisms, Materials, Performance Optimization, and Applications. Journal of Electronic Materials. 2022; 51: 6735–6769.10.1007/s11664-022-09922-y ↗
16. Choi H, Sun J, Ren B, Cha S, Lee J, Lee B, et al. 3D textile structure-induced local strain for highly amplified piezoresistive performance of carbonized cellulose fabric-based pressure sensors for healthcare monitoring. Chemical Engineering Journal. 2022; 450: 138193.10.1016/j.cej.2022.138193 ↗
17. Amjadi M, Kyung KU, Park I, Sitti M. Stretchable, Skin-Mountable, and Wearable Strain Sensors and Their Potential Applications: A Review. Advanced Functional Materials. 2016; 26: 1678–1698.10.1002/adfm.201504755 ↗
18. Rahman SA, Khan SA, Iqbal S, Khadka IB, Rehman MM, Jang J, et al. Hierarchical Porous Biowaste‐Based Dual Humidity/Pressure Sensor for Robotic Tactile Sensing, Sustainable Health, and Environmental Monitoring. Advanced Energy and Sustainability Research. 2024; 5: 2400144.10.1002/aesr.202400144 ↗
19. Trung TQ, Lee NE. Flexible and Stretchable Physical Sensor Integrated Platforms for Wearable Human-Activity Monitoringand Personal Healthcare. Advanced Materials (Deerfield Beach, Fla.). 2016; 28: 4338–4372.10.1002/adma.201504244 ↗
20. Geng D, Chen S, Chen R, You Y, Xiao C, Bai C, et al. Tunable Wide Range and High Sensitivity Flexible Pressure Sensors with Ordered Multilevel Microstructures. Advanced Materials Technologies. 2022; 7: 2101031.10.1002/admt.202101031 ↗
21. Someya T, Bao Z, Malliaras GG. The rise of plastic bioelectronics. Nature. 2016; 540: 379–385.10.1038/nature21004 ↗
22. Li Y, Lei X, Guo D, Zhao Y, Zeng Z, Yi L, et al. Laser-Induced Skin-like Flexible Pressure Sensor for Artificial Intelligence Speech Recognition. ACS Applied Materials & Interfaces. 2024; 16: 10380–10388.10.1021/acsami.3c15844 ↗
23. Xu S, Xu Z, Li D, Cui T, Li X, Yang Y, et al. Recent Advances in Flexible Piezoresistive Arrays: Materials, Design, and Applications. Polymers. 2023; 15: 2699.10.3390/polym15122699 ↗
24. Chen Y, Lv C, Ye X, Ping J, Ying Y, Lan L. Hydrogel-based pressure sensors for electronic skin systems. Matter. 2025; 8: 101992.10.1016/j.matt.2025.101992 ↗
25. Peng Y, Yang N, Xu Q, Dai Y, Wang Z. Recent Advances in Flexible Tactile Sensors for Intelligent Systems. Sensors (Basel, Switzerland). 2021; 21: 5392.10.3390/s21165392 ↗
26. David AG, Samsingh Ramalingam V, Florence Sundarsingh E. Integrating neural network in advanced flow sensors for enhanced fluid flow characterization in conduit using carbon black. Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science. 2025; 239: 2415–2423.10.1177/09544062241305303 ↗