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M-IPISincNet: An explainable multi-source physics-informed neural network based on improved SincNet for rolling bearings fault diagnosis

Jingshu Zhong, Yu Zheng, Chengtao Ruan, Liang Chen, Xiangyu Bao, Lyu Lyu

2024Information Fusion37 citationsDOI

Topics & Concepts

Fault (geology)Artificial neural networkComputer scienceArtificial intelligenceSeismologyGeologyMachine Fault Diagnosis TechniquesEngineering Diagnostics and ReliabilityGear and Bearing Dynamics Analysis
M-IPISincNet: An explainable multi-source physics-informed neural network based on improved SincNet for rolling bearings fault diagnosis | Litcius