Multi-Task Convolutional Neural Network with Information Fusion for Bearing Fault Diagnosis and Localization

Accurate fault information is critical for optimal scheduling of production activities, improving system reliability, and reducing operation and maintenance costs. In recent years, many fault diagnosis methods for rolling element bearings have been developed based on deep learning. Most of them are totally data-driven and do not consider the domain knowledge that has been used in fault diagnosis f...