In this paper, by combining multi-feature fusion and IGWO-KNN algorithm, the smart grid of electric vehicles based on multi-feature fusion has a mechanical fault diagnosis method for on-load tap switch, which is novel to some extent, and the experimental result is guaranteed.
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