摘要详情

ID / 提交时间

236 / 2024-06-25 13:00:53

标题

Degradation Stage Division of AC Contactor Contact System Based on ICEEMDAN-PE-WT and Change Point Detection

关键字

AC contactor; Data denoising; Deterioration characterization; State division

主题及专题

1)Emerging HV Switching Technologies

状态

全文录用

作者

Chaojian Xing / Shenyang University of Technology

Shuxin Liu / Shenyang University of Technology

Yankai Li / Shenyang University of Technology

Jing Xu / Shenyang University of Technology

Jing Li / Shenyang University of Technology

摘要

Due to the large amount of noise in the AC contactors monitoring signal, the degradation trend cannot be clearly characterized, so the traditional method cannot divide the similar and overlapping degradation states effectively when dividing the degradation stages. In view of the above problems, A degradation stage division method for AC contacter contact system based on Improved Complete Ensemble Empirical Mode Decomposition with Adaptive Noise - Permutation Entropy - Wavelet Threshold (ICEEMDAN-PE-WT)and Change point detection was proposed in this paper. Firstly, the feature parameters were decomposed by ICEEMDAN to obtain a series of IMF components. Then, PE was used to analyze the complexity of IMFs, and the filtered IMFs were denoised by wavelet threshold, and the signal was reconstructed. Finally, the change point detection algorithm was used to divide the degradation stage, and six degradation states of the AC contactor were obtained.