A multi-module generative adversarial network augmented with adaptive decoupling strategy for intelligent fault diagnosis of machines with small sample.
Kaiyu ZhangQiang ChenJinglong ChenShuilong HeFudong LiZitong ZhouPublished in: Knowl. Based Syst. (2022)
Keyphrases
- fault diagnosis
- small sample
- industrial systems
- neural network
- multiple faults
- expert systems
- fuzzy logic
- fault detection
- rbf neural network
- monitoring and fault diagnosis
- sample size
- bp neural network
- chemical process
- fault detection and diagnosis
- power transformers
- multi sensor information fusion
- unsupervised learning
- data sets
- high dimensionality
- fuzzy rules
- operating conditions
- data fusion
- analog circuits
- generative model
- intelligent systems
- training data