Implementation of MLP-Based Classifier of Current Sensor Faults in Vector-Controlled Induction Motor Drive.
Krystian TelerMaciej SkowronTeresa Orlowska-KowalskaPublished in: IEEE Trans. Ind. Informatics (2024)
Keyphrases
- induction motor
- fault detection and diagnosis
- short circuit
- speed control
- multi layer perceptron
- closed loop
- control scheme
- control system
- neural classifier
- neural network
- artificial neural networks
- single phase
- digital signal
- pulse width modulation
- simulation model
- feature space
- learning algorithm
- fuzzy controller
- pi controller
- fault diagnosis
- fault detection
- fuzzy logic controller
- multilayer perceptron
- mobile robot
- real time