Detection and Severity Classification of Rotor Imbalance Faults in Induction Machines.
Himanshu JainSuratsavadee KorkuaWei-Jen LeeChiman KwanPublished in: IAS (2010)
Keyphrases
- fault diagnosis
- classification scheme
- image classification
- decision trees
- machine learning
- pattern classification
- class imbalance
- feature selection
- false positives
- support vector machine svm
- classification accuracy
- feature vectors
- robust detection
- fault detection
- classification method
- inductive inference
- multivariate decision trees
- pattern recognition
- detection method
- training set
- support vector machine
- object detection
- model selection
- classification models
- mammogram images
- feature space
- imbalanced datasets
- test cases
- anomaly detection
- classification rules
- training samples
- mathematical model
- benchmark datasets
- class labels