Dimensionality reduction-based diagnosis of bearing defects in induction motors.
Maryam Farajzadeh-ZanjaniRoozbeh Razavi-FarMehrdad SaifPublished in: SMC (2017)
Keyphrases
- fault detection and diagnosis
- dimensionality reduction
- induction motor
- fault diagnosis
- fault detection
- pattern recognition
- principal component analysis
- high dimensional data
- closed loop
- high dimensionality
- high dimensional
- feature extraction
- control scheme
- defect detection
- data points
- expert systems
- feature space
- principal components
- pi controller
- machine learning
- feature selection
- face recognition
- model based diagnosis
- real time
- control system
- artificial neural networks
- association rules