Robust Active Learning Multiple Fault Diagnosis of PMSM Drives With Sensorless Control Under Dynamic Operations and Imbalanced Datasets.
Sveinung AttestogJagath Sri Lal SenanayakaHuynh Van KhangKjell G. RobbersmyrPublished in: IEEE Trans. Ind. Informatics (2023)
Keyphrases
- fault diagnosis
- active learning
- imbalanced datasets
- expert systems
- operating conditions
- fault detection
- class imbalance
- neural network
- control system
- cost sensitive learning
- fuzzy logic
- rare class
- class distribution
- bp neural network
- imbalanced class distribution
- control strategy
- training examples
- semi supervised
- data streams
- feature selection
- data sets
- closed loop
- control algorithm
- random sampling
- supervised learning
- classification accuracy
- sampling methods
- decision trees