Research Article

Data-Driven Fault Diagnosis Method for Power Transformers Using Modified Kriging Model

Table 2

Comparisons of diagnostic results.

Test methodAverage calculation timeAccuracy rate

BP network5.06 s72.07%
SVM6.21 s75.67%
Kriging model2.49 s81.08%
Hybrid method7.84 s91.89%