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Abstract: The doubly salient electromagnetic machine (DSEM) has broad application prospects in fields such as electric vehicles and aviation, which puts higher requirements on its reliability.

Convolutional neural networks (CNNs) are widely used in fault diagnosis of mechanical systems due to their powerful feature extraction and classification capabilities. However, the CNN is a typical ...

Abstract: During the operation of the permanent magnet wind generator, electrical faults such as winding short circuit, winding open circuit, and winding asymmetry may occur, which directly affects ...