Application of integrated PCA and FIS approach to the selection of current and vibration signal features in mechanical fault classification of induction motor.
Gunapriya DevarajanMuniraj ChinnusamyLakshmi KaliappanPublished in: J. Intell. Fuzzy Syst. (2022)
Keyphrases
- feature extraction
- feature space
- classification accuracy
- feature vectors
- feature set
- short circuit
- induction motor
- extracted features
- principal component analysis
- class labels
- fault diagnosis
- fault detection
- pattern recognition
- machine learning
- support vector
- condition monitoring
- support vector machine
- vibration signal
- markov chain
- control strategy
- closed loop
- independent component analysis
- model selection
- face recognition
- knowledge base
- feature selection