IEEE

Implementation of FPGA-based Neural Network Controller for Reducing Speed Ripple for a PMSM-driven EV using MRAS Speed Estimator

Abstract: The conventional model reference adaptive system (MRAS) employs a proportional-integral (PI) controller with a low-pass filter (LPF). However, the LPF and integrator add phase delay and DC ...
IEEE

Optimizing Electric Vehicle Motor Drive Systems Using a Model Predictive Control Compared With (PID) Controller for Enhanced Efficiency

Abstract: This study aims to enhance the efficiency of Electric Vehicle (EV) motor drive systems by implementing Model Predictive Control (MPC) compared to the conventional ...