Bearing fault diagnosis based on parallel multi-channel deep CNN and optimization with local sparse structure
Journal of Vibration and Control
Published online on January 23, 2026
Abstract
Journal of Vibration and Control, Ahead of Print.
To solve the problem that signal processing-based bearing fault diagnosis methods require rich professional knowledge and experience and cannot cope with the large amount of data, an end-to-end one-dimensional parallel multi-channel deep convolutional ...
To solve the problem that signal processing-based bearing fault diagnosis methods require rich professional knowledge and experience and cannot cope with the large amount of data, an end-to-end one-dimensional parallel multi-channel deep convolutional ...