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An interpretable data augmentation scheme for machine fault diagnosis based on a sparsity-constrained generative adversarial network.

Liang MaYu DingZili WangChao WangJian MaChen Lu
Published in: Expert Syst. Appl. (2021)
Keyphrases
  • fault diagnosis
  • network structure
  • expert systems
  • historical data
  • neural network
  • fault detection
  • power transformers
  • fault detection and diagnosis