Fault Classification of an Induction Motor Using Texture Features of Vibration Signals.
Won-Chul JangMyeongsu KangJong-Myon KimPublished in: FCC (2014)
Keyphrases
- texture features
- feature vectors
- induction motor
- texture feature extraction
- feature extraction
- feature set
- gabor filters
- texture analysis
- fault diagnosis
- fault detection
- decision trees
- machine learning
- feature space
- image features
- classification accuracy
- gray level
- condition monitoring
- vibration signal
- pattern recognition
- extracted features
- real time
- subband
- distance measure
- mathematical model
- support vector
- model selection
- fuzzy logic
- computer vision
- learning algorithm