However, the existence of kernel function will enhance the stability of the model structure, but at the same time, it will cause KELM to be very sensitive to the setting of kernel parameter k and penalty parameter c. In order to avoid the fluctuation of network structure caused by random assignment, this paper proposes an OLTC fault diagnosis method based on an improved algorithm to optimize the kernel extreme learning machine.
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