Intelligent fault diagnosis of machinery using digital twin-assisted deep transfer learning.
Min XiaHaidong ShaoDarren WilliamsSiliang LuLei ShuClarence W. de SilvaPublished in: Reliab. Eng. Syst. Saf. (2021)
Keyphrases
- fault diagnosis
- transfer learning
- industrial systems
- expert systems
- labeled data
- neural network
- knowledge transfer
- fault detection
- reinforcement learning
- semi supervised learning
- active learning
- fuzzy logic
- transfer knowledge
- fault detection and diagnosis
- domain adaptation
- multiple faults
- electronic equipment
- monitoring and fault diagnosis
- machine learning
- intelligent systems
- text classification
- operating conditions
- rotating machinery
- cross domain
- text categorization
- unlabeled data
- chemical process
- machine learning algorithms
- power transformers
- collaborative filtering
- gas turbine
- condition monitoring
- multi task
- analog circuits
- learning algorithm
- text mining
- multi sensor information fusion
- knn
- artificial intelligence
- genetic algorithm