Federated Transfer Learning for Bearing Fault Diagnosis With Discrepancy-Based Weighted Federated Averaging.
Junbin ChenJipu LiRuyi HuangKe YueZhuyun ChenWeihua LiPublished in: IEEE Trans. Instrum. Meas. (2022)
Keyphrases
- fault diagnosis
- transfer learning
- monitoring and fault diagnosis
- expert systems
- knowledge transfer
- fault detection and diagnosis
- neural network
- fault detection
- rotating machinery
- chemical process
- reinforcement learning
- multiple faults
- gas turbine
- cross domain
- fuzzy logic
- power transformers
- operating conditions
- machine learning
- active learning
- labeled data
- semi supervised learning
- data sources
- transfer knowledge
- target domain
- domain adaptation
- condition monitoring
- text mining
- electronic equipment
- analog circuits
- information extraction
- artificial intelligence
- collaborative filtering
- semi supervised
- text classification
- prior knowledge
- pairwise
- learning environment
- feature extraction