Coaxial Flexible Fiber‐Shaped Triboelectric Nanogenerator Assisted by Deep Learning for Self‐Powered Vibration Monitoring

• Published in: Small (Weinheim an der Bergstrasse, Germany) Vol. 20; no. 15; pp. e2307680 - n/a
• Main Authors: Zhao, Cong, Du, Taili, Ge, Bin, Xi, Ziyue, Qian, Zian, Wang, Yawei, Wang, Junpeng, Dong, Fangyang, Shen, Dianlong, Zhan, Zhenhao, Xu, Minyi
• Format: Journal Article
• Language: English
• Published: Germany Wiley Subscription Services, Inc 01.04.2024
• Subjects: Core-shell structure; Deep learning; Diesel engines; Error detection; fiber‐shaped sensors; Industrial applications; Industry 4.0; Nanogenerators; self‐powered sensors; triboelectric nanogenerators; Vibration monitoring; vibration sensors; triboelectric nanogenerators; self‐powered sensors; fiber‐shaped sensors; vibration sensors

Self‐powered vibration sensor is highly desired for distributed and continuous monitoring requirements of Industry 4.0. Herein, a flexible fiber‐shaped triboelectric nanogenerator (F‐TENG) with a coaxial core‐shell structure is proposed for the vibration monitoring. The F‐TENG exhibits higher adapta...