Induction motor faults diagnosis using support vector machine to the motor current signature.
Han GuoMeng-Kun LiuPublished in: ICPS (2018)
Keyphrases
- induction motor
- fault detection and diagnosis
- short circuit
- speed control
- support vector machine
- closed loop
- control scheme
- digital signal
- fault diagnosis
- single phase
- control system
- fault detection
- pulse width modulation
- multiple faults
- pi controller
- fuzzy logic controller
- model based diagnosis
- feature space
- pid controller
- simulation model
- input output
- support vector machine svm
- computational intelligence
- training data
- genetic algorithm
- machine learning
- real time