IEEE

Advanced Motor Control Using Novel Control Techniques and Predictive Diagnostics for Electric Vehicles Using Machine Learning

Abstract: This paper presents a real-time Field-Oriented Control (FOC) system for a PMSM used in electric vehicles, featuring a fuzzy logic speed controller and machine learning-based fault detection.
IEEE

Optimized PI/PD/PID Controller Design for DC Motor Speed Control: A Comparative Study of Random Forest-Based Tuning & Classical Methods

Abstract: This Study explores ways to improve the speed of DC motors through comparison of traditional tuning methods, viz. Ziegler-Nichols and Cohen-Coon with a machine learning approach using Random ...