Common Diagnosis Approach to Three-Class Induction Motor Faults Using Stator Current Feature and Support Vector Machine.
Kenichi YatsugiShrinathan Esakimuthu PandarakoneYukio MizunoHisahide NakamuraPublished in: IEEE Access (2023)
Keyphrases
- induction motor
- fault detection and diagnosis
- short circuit
- support vector machine
- speed control
- closed loop
- fault detection
- control scheme
- single phase
- digital signal
- feature vectors
- control system
- pulse width modulation
- fuzzy controller
- simulation model
- fuzzy logic controller
- fault diagnosis
- multiple faults
- model based diagnosis
- training data
- learning algorithm
- rule base
- pid controller
- fuzzy rules
- pattern recognition
- support vector
- feature extraction
- genetic algorithm