Incremental Learning and Conditional Drift Adaptation for Nonstationary Industrial Process Fault Diagnosis.
Han ZhouHongpeng YinDandan ZhaoLi CaiPublished in: IEEE Trans. Ind. Informatics (2023)
Keyphrases
- incremental learning
- non stationary
- fault diagnosis
- industrial process
- industrial processes
- fault detection
- concept drift
- neural network
- fault detection and diagnosis
- expert systems
- incremental learning algorithm
- fuzzy logic
- operating conditions
- induction motor
- semi supervised
- rbf neural network
- chemical process
- bp neural network
- supervised learning
- learning process
- multi sensor information fusion
- monitoring and fault diagnosis
- multiple faults
- analog circuits
- random fields
- control scheme
- decision support system
- data streams
- multiscale
- decision trees
- artificial intelligence
- learning algorithm