Integrated intelligent fault diagnosis approach of offshore wind turbine bearing based on information stream fusion and semi-supervised learning.
Yongchao ZhangKun YuZihao LeiJian GeYadong XuZhixiong LiZhaohui RenKe FengPublished in: Expert Syst. Appl. (2023)
Keyphrases
- fault diagnosis
- semi supervised learning
- semi supervised
- fuzzy logic
- wind turbine
- expert systems
- active learning
- labeled data
- neural network
- operating conditions
- information fusion
- machine learning
- co training
- bp neural network
- data fusion
- supervised learning
- long term
- reinforcement learning
- decision making
- unlabeled data
- probabilistic model
- fuzzy rules
- learning tasks
- prior knowledge
- fault detection
- genetic algorithm
- fault identification
- monitoring and fault diagnosis