Litcius/Paper detail

Data augmentation and optimization method based on conditional generative adversarial network and convolutional neural network for transformer fault diagnosis

Bao Liang, Zhigang Sun, Yang Zhao, Weige Tao, Cailing Huo, Shuyan Xiao

2025Measurement12 citationsDOI

Topics & Concepts

TransformerGenerative adversarial networkAdversarial systemConvolutional neural networkComputer scienceGenerative grammarArtificial neural networkFault (geology)Artificial intelligenceMachine learningPattern recognition (psychology)Deep learningEngineeringGeologyElectrical engineeringVoltageSeismologyPower Transformer Diagnostics and InsulationImbalanced Data Classification TechniquesTraffic Prediction and Management Techniques
Data augmentation and optimization method based on conditional generative adversarial network and convolutional neural network for transformer fault diagnosis | Litcius