Explainable Intelligent Fault Diagnosis for Nonlinear Dynamic Systems: From Unsupervised to Supervised Learning.
Hongtian ChenZhigang LiuCesare AlippiBiao HuangDerong LiuPublished in: IEEE Trans. Neural Networks Learn. Syst. (2024)
Keyphrases
- fault diagnosis
- supervised learning
- nonlinear dynamic systems
- neural network
- unsupervised learning
- industrial systems
- semi supervised
- recurrent neural networks
- expert systems
- nonlinear systems
- fault detection
- gas turbine
- fuzzy logic
- training data
- electronic equipment
- bp neural network
- operating conditions
- machine learning
- multiple faults
- power transformers
- rotating machinery
- learning algorithm
- training set
- artificial neural networks
- fault detection and diagnosis
- condition monitoring
- intelligent systems
- analog circuits
- active learning
- rbf neural network
- monitoring and fault diagnosis
- labeled data
- chemical process
- reinforcement learning
- learning tasks
- multi sensor information fusion
- complex systems
- input output