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A review of research on intelligent fault detection of power equipment based on infrared and voiceprint:methods,applications and challenges

Xizhou Du Xing Lei Ting Ye Yingzhou Sun Zewen Shang Zhiqiang Liu Tianyi Xu

全球能源互联网（英文）2025，Vol.8Issue(5)：821-846,26.

全球能源互联网（英文）2025，Vol.8Issue(5)：821-846,26.DOI:10.1016/j.gloei.2025.08.001

A review of research on intelligent fault detection of power equipment based on infrared and voiceprint:methods,applications and challenges

Xizhou Du ¹Xing Lei ¹Ting Ye ¹Yingzhou Sun ²Zewen Shang ²Zhiqiang Liu ²Tianyi Xu²

作者信息

1. State Grid Shanghai Municipal Electric Power Company,Shanghai 200437,P.R.China
2. College of Intelligence and Computing,Tianjin University,Tianjin 300350,P.R.China||Tianjin Key Laboratory of Cognitive Computing and Application,Tianjin 300350,P.R.China||Tianjin Key Laboratory of Advanced Networking,Tianjin 300350,P.R.China
折叠

摘要

关键词

Power equipment fault detection/Infrared image/Voiceprint data/Deep learning/Traditional image processing/Voiceprint detection

Key words

Power equipment fault detection/Infrared image/Voiceprint data/Deep learning/Traditional image processing/Voiceprint detection

引用本文复制引用

Xizhou Du,Xing Lei,Ting Ye,Yingzhou Sun,Zewen Shang,Zhiqiang Liu,Tianyi Xu..A review of research on intelligent fault detection of power equipment based on infrared and voiceprint:methods,applications and challenges[J].全球能源互联网（英文）,2025,8(5):821-846,26.

基金项目

This work is supported by Science and Technology Pro-ject of State Grid Corporation of China(52094024003D). （52094024003D）

全球能源互联网（英文）

ISSN：2096-5117

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