Abstract: Earlier classification investigations identified Random Forest (RF), k-Nearest Neighbor (kNN), and Support Vector Machine (SVM) as leading nonparametric classifiers capable of achieving high ...
Data-driven methods have shown promising performance in power converter fault diagnosis. However, the existing methods are bothered by the inadequacy of accuracy and robustness, due to the feature ...