跳到主要导航 跳到搜索 跳到主要内容

Design of Edge Computing Device with High and Low Speed Acquisition Ability for Circuit Breaker Mechanical Fault Diagnosis

  • Yanrong Zhu
  • , Zhuoyu Feng
  • , Baiqin Feng
  • , Yichi Zhang
  • , Wanfeng Li
  • , Kun Yang
  • , Zhengxiang Song
  • , Jinhao Meng
  • Xi'an Jiaotong University
  • State Key Laboratory of Electrical Insulation for Power Equipment

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Mechanical fault diagnose of circuit breakers need raw data from multiple sources, including high frequency signals such as current and vibration, as well as low frequency signals such as temperature and displacement. At present, unified edge devices for this purpose are lacking. Therefore, this paper presents an edge computing device with high and low speed acquisition ability. Initially, the fault signals of circuit breakers are analyzed, followed by the design of the edge computing device. Subsequently, both hardware design and software programming are elaborated. Finally, three experiments are carried on to verify the proposed device. In the signal generator test, 10 kHz and 100 Hz rectangular wave signals are obtained successfully, thereby verifying its accuracy and stability under high speed and low speed acquisition conditions. In the contactor test, instantaneous current fluctuations and displacement changes of the circuit breaker are acquired accurately, demonstrating its ability of data extraction. In the 252 kV vacuum circuit breaker test, the displacement of the circuit breaker is measured, which validate the device's ability to monitor actual circuit breakers effectively. Consequently, this device can obtain key operating data of the circuit breaker in real-time, perform local feature extraction, and upload the originally intercepted data to the cloud for further fault diagnosis.

源语言英语
主期刊名2025 IEEE 8th International Electrical and Energy Conference, CIEEC 2025
出版商Institute of Electrical and Electronics Engineers Inc.
1316-1321
页数6
ISBN(电子版)9798331542979
DOI
出版状态已出版 - 2025
活动8th IEEE International Electrical and Energy Conference, CIEEC 2025 - Changsha, 中国
期限: 16 5月 202518 5月 2025

出版系列

姓名2025 IEEE 8th International Electrical and Energy Conference, CIEEC 2025

会议

会议8th IEEE International Electrical and Energy Conference, CIEEC 2025
国家/地区中国
Changsha
时期16/05/2518/05/25

联合国可持续发展目标

此成果有助于实现下列可持续发展目标:

  1. 可持续发展目标 7 - 经济适用的清洁能源
    可持续发展目标 7 经济适用的清洁能源

学术指纹

探究 'Design of Edge Computing Device with High and Low Speed Acquisition Ability for Circuit Breaker Mechanical Fault Diagnosis' 的科研主题。它们共同构成独一无二的指纹。

引用此