Variational Attention-Based Interpretable Transformer Network for Rotary Machine Fault Diagnosis.
Yasong LiZheng ZhouChuang SunXuefeng ChenRuqiang YanPublished in: IEEE Trans. Neural Networks Learn. Syst. (2024)
Keyphrases
- fault diagnosis
- power transformers
- neural network
- fault detection
- expert systems
- fuzzy logic
- rotating machinery
- monitoring and fault diagnosis
- gas turbine
- fault detection and diagnosis
- operating conditions
- bp neural network
- rbf neural network
- condition monitoring
- industrial systems
- electrical power systems
- multi sensor information fusion
- electronic equipment
- soft computing methods
- multiple faults
- chemical process
- fault identification
- fault tree
- vibration signal
- control system
- network structure
- dynamic model
- failure diagnosis
- data fusion
- analog circuits
- decision making
- data flow
- artificial intelligence
- incipient fault
- genetic algorithm
- real time