A Novel Approach for Intelligent Fault Diagnosis in Bearing With Imbalanced Data Based on Cycle-Consistent GAN.
Wenjie LiaoLike WuShihui XuShigeru FujimuraPublished in: IEEE Trans. Instrum. Meas. (2024)
Keyphrases
- fault diagnosis
- imbalanced data
- monitoring and fault diagnosis
- industrial systems
- expert systems
- neural network
- fuzzy logic
- fault detection
- class distribution
- operating conditions
- linear regression
- chemical process
- bp neural network
- ensemble methods
- intelligent systems
- class imbalance
- support vector machine
- feature selection
- ensemble classifier
- classification models
- random forest
- sampling methods
- decision trees
- soft computing
- fuzzy rules
- prediction accuracy
- structuring elements
- markov chain
- knn
- image processing