材料科学
同轴
复合材料
压力传感器
压缩(物理)
机械工程
工程类
作者
Ziwei Chen,Dandan Xie,K. Kojima,Chunxia Gao,Jian Shi,Jian Xing,Hideaki Morikawa,Chunhong Zhu
出处
期刊:PubMed
日期:2025-07-16
卷期号:: e2509631-e2509631
标识
DOI:10.1002/adma.202509631
摘要
Fiber-shaped resistive pressure-sensitive sensors are rare. Although fibers are widely used in strain sensors owing to their structural advantages, developing fiber-shaped resistive pressure sensors is challenging. This challenge arises because the fiber acts as a series circuit along its axis, requiring increased resistance in the compressed region for a significant signal. Coaxial wet-spinning is used to create a multi-walled fiber. The outer layer, made of thermoplastic polyurethane (TPU)/TiO2 slurry, ensured a smooth surface, while the inner core, containing 4% graphene nanoplatelets (GNPs), is extruded at 20 mL h-1. Unlike conventional resistance-increasing pressure sensors, TGTMW fiber shows rising resistance under compression due to microcracks in its multi-wall structure. Its pressure sensitivity is evaluated using various 3D-printed indenters and showcasing its excellent performance. This sensor has found promising applications in remote motion detection, press or slide differentiation through wavelet transforms applied to high-speed sensing data, and real-time signal acquisition from a multi-channel sensing array. Additionally, intuitive visualization software is developed for the sensing array application and implemented a CNN-based machine learning algorithm for data analysis. The system achieved a recognition accuracy of ≈99.6% for 12 different compression modes. This work is believed to propose a new mechanism and design for fiber-based pressure sensors.
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