FedLED: Label-Free Equipment Fault Diagnosis With Vertical Federated Transfer Learning.
Jie ShenShusen YangCong ZhaoXuebin RenPeng ZhaoYuqian YangQing HanShuaijun WuPublished in: IEEE Trans. Instrum. Meas. (2024)
Keyphrases
- transfer learning
- fault diagnosis
- fault detection
- knowledge transfer
- expert systems
- fuzzy logic
- neural network
- active learning
- labeled data
- chemical process
- gas turbine
- reinforcement learning
- fault detection and diagnosis
- machine learning
- multiple faults
- operating conditions
- cross domain
- analog circuits
- electronic equipment
- text classification
- condition monitoring
- monitoring and fault diagnosis
- rotating machinery
- semi supervised learning
- power transformers
- multi label
- machine learning algorithms
- transfer knowledge
- text categorization
- learning algorithm
- text mining
- collaborative filtering
- data sources
- multi sensor information fusion
- target domain
- multi task
- class labels
- domain specific
- genetic algorithm