Acoustic signal augmentation for fault diagnosis of power transformers based on improved cycle generative adversarial networks
Ben Niu, Yangjie Wei, Zhuoran Yu, Yuqiao Wang
Topics & Concepts
Computer scienceTransformerAdversarial systemGenerative grammarGenerative adversarial networkFault (geology)SIGNAL (programming language)Artificial intelligenceSpeech recognitionMachine learningPattern recognition (psychology)Electrical engineeringDeep learningVoltageEngineeringProgramming languageGeologySeismologyMachine Fault Diagnosis TechniquesPower Transformer Diagnostics and InsulationImage and Signal Denoising Methods