Research on fault diagnosis of time-domain vibration signal based on convolutional neural networks

In order to maintain the safe operation of various types of equipment, the health status of main components should be monitored in real-time, and the demand for intelligent fault diagnosis algorithm has increased sharply. However, the traditional intelligent diagnosis algorithm is based on the manua...

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Bibliographic Details
Main Authors: Mingyong Li, Qingmin Wei, Hongya Wang, Xuekang Zhang
Format: Article
Language:English
Published: Taylor & Francis Group 2019-12-01
Series:Systems Science & Control Engineering
Subjects:
Online Access:http://dx.doi.org/10.1080/21642583.2019.1661311