NARMA-L2 controlled variable frequency three-phase induction motor drive

• Main Authors: George M., Prasad Basu K.
• Other Authors: 8209995700
• Format: Article
• Published: 2023
• Subjects: D - q model; Hysteresis current controller; Induction motor drive; Inverter; NARMA-L2 controller; PI controller; Speed control; Variable frequency; Vector control
• Institution: Universiti Tenaga Nasional

This manuscript proposes a novel control technique to regulate the speed of a variable frequency three-phase induction motor drive. The novelty of this article lies in the application of artificial neural network based nonlinear autoregressive-moving average-L2 (NARMA-L2) controller for the speed co...