Facile monitoring for human motion on fireground by using MiEs-TENG sensor

被引:76
作者
Sun, Ping [1 ,2 ]
Cai, Nixin [1 ,2 ]
Zhong, Xiaodi [1 ,2 ]
Zhao, Xiaojiong [1 ,2 ]
Zhang, Lei [1 ,2 ]
Jiang, Saihua [1 ,2 ]
机构
[1] South China Univ Technol, Inst Safety Sci & Engn, Sch Mech & Automot Engn, Guangzhou 510641, Peoples R China
[2] South China Univ Technol, Guangdong Prov Key Lab Tech & Equipment Macromole, Guangzhou 510641, Peoples R China
关键词
Triboelectric nanogenerator sensor; Machine learning; Human motion; Safety monitoring; TRIBOELECTRIC NANOGENERATOR; RETARDANT;
D O I
10.1016/j.nanoen.2021.106492
中图分类号
O64 [物理化学(理论化学)、化学物理学];
学科分类号
070304 ; 081704 ;
摘要
ABSTR A C T Recently, wearable electronics is rapidly developed in personal protective technology. Human motion moni-toring using wearable electronics to protect workers on fireground remains challenging, such as high fabrication cost, materials flammability, operation energy consumption, and insufficient sensor information. Herein, we report a facile method for constructing self-powered sensors based on the triboelectric nanogenerator (TENG) to monitor human motion on fireground. Through directly writing the patterned MXenes ink electrodes (MiEs) on the triboelectric materials, the prepared bend sensor and pressure sensor can perceive safety-related information based on human motion, such as simple emergency hand signs and complex gaits. Furthermore, the triboelectric output data collected from pressure sensor is trained by the support vector machine (SVM) algorithm to classify different gaits with an accuracy of 92.18%. Looking forward, these TENG sensors assembled by this method could be incorporated into worker's clothes to monitor motion for personal protection application on fireground.
引用
收藏
页数:10
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