Fault Diagnosis of Power Electronic Circuit Based on Weighted Fuzzy-C Mean Kernel Clustering Algorithm
Abstract：The fault detection and diagnosis of power electronic circuit can ensure circuit running reliably and safely.The fault diagnosis for power electronic circuit method is limited,so a type of fault diagnosis system for Cuk circuit based on weighted fuzzy-c mean kernel clustering algorithm is designed.It can not only enhance classification performances,but also be used in the sample clustering problem of unequal classification,with better diagnosis ratio,lower misdiagnosis ratio and shorter treatment time.It provides an effective fault diagnosis method for the incipient diagnosis and data processing of power electronic circuit.
Keywords：kernel functionFCM clustering algorithmpower electronic circuitsfault diagnosis
Publication Date：2011-01-01
Online Publishing Date：2025-08-15(First online date of this platform, not the publication date of the document)
Pages：4( 316-319 )