Classifying Transformer Winding Deformation Fault Types and Degrees Using FRA Based on Support Vector Machine - Liu, Jiangnan; Zhao, Zhongyong; Tang, Chao; Yao, Chenguo; Li, Chengxiang; Islam, Syed (IEEE access, 2019)
Keywords: Algorithms; Circuit faults; Classification; Deformation effects; Diagnostic systems; Fault diagnosis; Feature extraction; FRA; Frequency analysis; Frequency response; Optimization; Power; Power transformers; Strain; Support vector machines; SVM; Transformer; Transformers; Winding; winding faults; Windings