Self-organizing map approach for classification of mechanical and rotor faults on induction motors.
José M. BossioCristian H. De AngeloGuillermo R. BossioPublished in: Neural Comput. Appl. (2013)
Keyphrases
- self organizing maps
- induction motor
- learning vector quantization
- som neural network
- fault detection and diagnosis
- unsupervised learning
- probabilistic neural network
- fault diagnosis
- pattern classification
- neural network
- decision trees
- pattern recognition
- support vector
- feature maps
- region growing
- machine learning
- closed loop
- dynamic model
- support vector machine svm
- feature extraction
- feature selection
- growing self organizing map
- control scheme
- k means
- expert systems
- feature space