Rolling bearings fault diagnosis based on two-stage signal fusion and deep multi-scale multi-sensor network

• Main Authors: Pan, Zuozhou, Guan, Yang, Fan, Fengjie, Zheng, Yuanjin, Lin, Zhiping, Meng, Zong
• 其他作者: School of Electrical and Electronic Engineering
• 格式: Article
• 語言: English
• 出版: 2024
• 主題: Engineering; Rolling bearings; Fault diagnosis
• 在線閱讀: https://hdl.handle.net/10356/181054
• 機構: Nanyang Technological University

In order to realize high-precision diagnosis of bearings faults in a multi-sensor detection environment, a fault diagnosis method based on two-stage signal fusion and deep multi-scale multi-sensor networks is proposed. Firstly, the signals are decomposed and fused using weighted empirical wavelet tr...