Application of generative AI-based data augmentation technique in transformer winding deformation fault diagnosis

Conditional Generative Adversarial Nets

Mehdi Mirza, Simon Osindero · arXiv (Cornell University) · 2014 · 8.9K citations · Full text

Computing, Computer Science, Computer Vision +13

A Novel Online Technique to Detect Power Transformer Winding Faults

Ahmed Abu‐Siada, Syed Islam · IEEE Transactions on Power Delivery · 2012 · 199 citations

Engineering, Electrical Engineering, Computer Vision +15

Fault Diagnosis of a Power Transformer Using an Improved Frequency-Response Analysis

J.-W. Kim, B. Park, Seongcheol Jeong et al. · IEEE Transactions on Power Delivery · 2005 · 176 citations

Engineering, Electrical Engineering, Diagnostic Reasoning +12

Improved power transformer winding fault detection using FRA diagnostics – part 1: axial displacement simulation

Naser Hashemnia, Ahmed Abu‐Siada, Syed Islam · IEEE Transactions on Dielectrics and Electrical Insulation · 2015 · 159 citations

Engineering, Electrical Engineering, Mechanical Behavior Of Materials +12

Classifying Transformer Winding Deformation Fault Types and Degrees Using FRA Based on Support Vector Machine

Jiangnan Liu, Zhongyong Zhao, Chao Tang et al. · IEEE Access · 2019 · 116 citations · Full text

Computing, Computer Science, Electrical Engineering +16