Bearing fault diagnosis with intermediate domain based Layered Maximum Mean Discrepancy: A new transfer learning approach.
Sebastian SchwendemannZubair AmjadAxel SikoraPublished in: Eng. Appl. Artif. Intell. (2021)
Keyphrases
- transfer learning
- fault diagnosis
- monitoring and fault diagnosis
- cross domain
- knowledge transfer
- expert systems
- fault detection
- domain adaptation
- neural network
- labeled data
- target domain
- electronic equipment
- reinforcement learning
- operating conditions
- collaborative filtering
- machine learning
- fault detection and diagnosis
- chemical process
- active learning
- multiple faults
- fuzzy logic
- condition monitoring
- analog circuits
- machine learning algorithms
- rotating machinery
- gas turbine
- transfer knowledge
- text categorization
- semi supervised learning
- text classification
- multi task
- power transformers
- unlabeled data
- decision trees
- learning algorithm
- multi sensor information fusion
- test set
- semi supervised