Gradient Alignment based Partial Domain Adaptation (GAPDA) using a domain knowledge filter for fault diagnosis of bearing.
Yong Chae KimJinwook LeeTaehun KimJonghwa BaekJin Uk KoJoon Ha JungByeng D. YounPublished in: Reliab. Eng. Syst. Saf. (2024)
Keyphrases
- domain adaptation
- fault diagnosis
- monitoring and fault diagnosis
- manifold alignment
- semi supervised
- cross domain
- neural network
- operating conditions
- expert systems
- fault detection
- fault detection and diagnosis
- multiple sources
- condition monitoring
- transfer learning
- semi supervised learning
- labeled data
- fuzzy logic
- sentiment classification
- chemical process
- multiple faults
- document classification
- target domain
- multi sensor information fusion
- power transformers
- analog circuits
- prior knowledge
- test data
- unlabeled data
- reinforcement learning
- training data
- machine learning