Deep Targeted Transfer Learning Along Designable Adaptation Trajectory for Fault Diagnosis Across Different Machines.
Bin YangYaguo LeiXiang LiClive RobertsPublished in: IEEE Trans. Ind. Electron. (2023)
Keyphrases
- fault diagnosis
- transfer learning
- learning tasks
- fault detection
- knowledge transfer
- labeled data
- neural network
- expert systems
- reinforcement learning
- collaborative filtering
- active learning
- machine learning
- fault detection and diagnosis
- cross domain
- power transformers
- semi supervised learning
- text classification
- chemical process
- electronic equipment
- fuzzy logic
- rotating machinery
- monitoring and fault diagnosis
- multi task
- domain adaptation
- multiple faults
- analog circuits
- operating conditions
- gas turbine
- multi sensor information fusion
- target domain
- condition monitoring
- machine learning algorithms
- transfer knowledge
- text categorization
- unlabeled data
- genetic algorithm
- text mining
- supervised learning
- similarity measure
- learning algorithm
- data mining