FTSDC: A novel federated transfer learning strategy for bearing cross-machine fault diagnosis based on dual-correction training.
Zhenhao YanZifeng XuYixiang ZhangJiachen SunLilan LiuYanning SunPublished in: Adv. Eng. Informatics (2024)
Keyphrases
- learning strategies
- fault diagnosis
- monitoring and fault diagnosis
- online learning
- neural network
- expert systems
- fault detection
- active learning
- bp neural network
- chemical process
- fuzzy logic
- fault detection and diagnosis
- electronic equipment
- rbf neural network
- power transformers
- condition monitoring
- operating conditions
- electrical power systems
- failure diagnosis
- vibration signal
- multiple faults
- multi sensor information fusion
- rotating machinery
- fault detection and isolation
- power plant
- analog circuits
- training algorithm
- gas turbine
- training set
- fault identification
- evaluation model
- tennessee eastman
- decision trees
- fault diagnostic
- real time