DRSwin-ST: An intelligent fault diagnosis framework based on dynamic threshold noise reduction and sparse transformer with Shifted Windows.
Tao ZhouDechen YaoJianwei YangChang MengAnkang LiXi LiPublished in: Reliab. Eng. Syst. Saf. (2024)
Keyphrases
- fault diagnosis
- noise reduction
- expert systems
- fault detection and isolation
- neural network
- power transformers
- fault detection
- fuzzy logic
- edge preserving
- bp neural network
- fault detection and diagnosis
- rotating machinery
- multiple faults
- gas turbine
- condition monitoring
- signal to noise ratio
- noise removal
- noisy environments
- chemical process
- edge detection
- analog circuits
- median filter
- failure diagnosis
- fault identification
- soft thresholding
- tennessee eastman
- monitoring and fault diagnosis
- fault diagnostic
- operating conditions
- power plant
- image restoration
- genetic algorithm