Smart Surface of Steering Wheel Based on Triboelectric Nanogenerator and Artificial Intelligence in Driving Monitoring System

Real-time driving monitoring systems can use self-powered sensors based on artificial intelligence (AI) and triboelectric nanogenerators (TENGs). Here, we created a TENG-based self-powered intelligent steering wheel that can detect hand gripping. The TENG serves as the steering wheel's smart surface. In addition to monitoring the steering wheel in real time, the intelligent steering wheel reacts quickly. The TENG sensor can detect hazardous conditions and lower processing demands while retaining excellent identification accuracy when used in conjunction with machine learning. Additionally, the TENG sensor may now offer an accurate and affordable monitoring solution for smart driving thanks to the integration of AI.

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Publication Details

Journal
Nanomaterials
Published
2025-09-25
DOI
https://doi.org/10.3390/nano15191472
Citations
1
Primary Topic
Advanced Sensor and Energy Harvesting Materials
Type
article
Field-Weighted Citation Impact
0.67
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Smart Surface of Steering Wheel Based on Triboelectric Nanogenerator and Artificial Intelligence in Driving Monitoring System

Jiaheng Nie, Yu Xie, Yan Zhang, Yuting Fan et al.
1 citations
Nanomaterials
Advanced Sensor and Energy Harvesting Materials
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article

Smart Surface of Steering Wheel Based on Triboelectric Nanogenerator and Artificial Intelligence in Driving Monitoring System

Jiaheng Nie, Yu Xie, Yan Zhang, Yuting Fan, Mengzhe Kang, Xin Cui, E Shiju, F. Fan, Yuankai Zhou, Qing Song
article en
1 citations

Abstract

Real-time driving monitoring systems can use self-powered sensors based on artificial intelligence (AI) and triboelectric nanogenerators (TENGs). Here, we created a TENG-based self-powered intelligent steering wheel that can detect hand gripping. The TENG serves as the steering wheel's smart surface. In addition to monitoring the steering wheel in real time, the intelligent steering wheel reacts quickly. The TENG sensor can detect hazardous conditions and lower processing demands while retaining excellent identification accuracy when used in conjunction with machine learning. Additionally, the TENG sensor may now offer an accurate and affordable monitoring solution for smart driving thanks to the integration of AI.

NanomaterialsVol. 15(19)
Zhejiang Normal University (CN), University of Electronic Science and Technology of China (CN), Chengdu University of Information Technology (CN), Beijing Institute of Nanoenergy and Nanosystems (CN), University of Chinese Academy of Sciences (CN), Chengdu Technological University, Qingdao University of Technology (CN)
Openalex Percentile: Top 26%
Advanced Sensor and Energy Harvesting Materials
0.67
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Smart Surface of Steering Wheel Based on Triboelectric Nanogenerator and Artificial Intelligence in Driving Monitoring System — Jiaheng Nie, Yu Xie, et al. · Nanomaterials (2025) | TGRS Research Map | TGRS