Bearing fault detection of induction motor using wavelet and Support Vector Machines (SVMs).
P. KonarP. ChattopadhyayPublished in: Appl. Soft Comput. (2011)
Keyphrases
- support vector
- induction motor
- fault detection
- fault detection and diagnosis
- large margin classifiers
- learning machines
- fault identification
- fault diagnosis
- kernel function
- vibration signal
- industrial processes
- closed loop
- tennessee eastman
- control scheme
- single phase
- support vector machine
- support vectors
- generalization ability
- fuel cell
- wavelet transform
- fuzzy controller
- pulse width modulation
- condition monitoring
- soft margin
- robust fault detection
- feature selection
- fuzzy logic controller
- power plant
- support vector regression
- radial basis function
- feature extraction
- artificial intelligence
- learning algorithm
- control algorithm
- constraint satisfaction
- fuzzy logic
- control system