FedLED: Label-Free Equipment Fault Diagnosis with Vertical Federated Transfer Learning.
Jie ShenShusen YangCong ZhaoXuebin RenPeng ZhaoYuqian YangQing HanShuaijun WuPublished in: CoRR (2023)
Keyphrases
- transfer learning
- fault diagnosis
- expert systems
- neural network
- knowledge transfer
- fault detection
- reinforcement learning
- electronic equipment
- labeled data
- machine learning
- cross domain
- text classification
- fault detection and diagnosis
- text categorization
- active learning
- rotating machinery
- multi task
- semi supervised learning
- monitoring and fault diagnosis
- condition monitoring
- operating conditions
- chemical process
- fuzzy logic
- transfer knowledge
- multiple faults
- collaborative filtering
- gas turbine
- power transformers
- multi label
- analog circuits
- data sources
- class labels
- learning algorithm
- multi sensor information fusion
- target domain
- machine learning algorithms
- text mining
- feature selection
- knowledge base
- decision trees
- training data