28. The KG ratios, as well as graphic depiction schemes, are all DGA schemes that are utilized as data inputs to ML classifiers for fault classification. In the current study, a multi-classification model that is centered on ML algorithms is ...
According to fault data statistics, approximately 50% of all thermal faults can be attributed to the characteristics of thermal stress in transformer faults and the closed positions of components like tap-changers. About 20% of thermal faults are caused by short-circuits, magnetized inrush currents...
Condition monitoring of power transformer on-load tap-changers. Part 1: Automatic condition diagnostics. IEE Proc. Gener. Transm. Distrib. 2001, 148, 301. [Google Scholar] [CrossRef] Li, H.; Wang, Y.; Liang, X.; He, Y.; Zhao, Y. Nonparametric Kernel Density Estimation Model of ...