Torque Smoothness for a Modified W-Type Inverter-Fed Three-Phase Induction Motor with Finite Set Model Predictive Control for Electric Vehicles

  • Muhammad Ayyaz Tariq
  • , Syed Abdul Rahman Kashif
  • , Akhtar Rasool
  • , Ahmed Ali

Research output: Contribution to journalArticlepeer-review

Abstract

Ripples in the electromagnetic torque of electric vehicle (EV) motors due to poor stator voltage and control cause jerky movements, equipment failure, discomfort for passengers and drivers, and damage to the associated civil works. This paper presents the implementation of Finite Control Set Model Predictive Control (FCSMPC) for a high-level modified W-type inverter (MWI) driving a three-phase induction motor (IM), along with validation of its performance. The proposed control strategy aims to minimize motor torque ripples and has been tested under various driving torque patterns. The results demonstrate a significant reduction in torque ripples—down to less than 1%—and acceptable levels of total harmonic distortion (THD), as verified through quality analysis of the stator currents. Moreover, a comparative assessment of voltage profiles for the electromagnetic torque and rotor speed curves has been presented for nine cases of simultaneous variations in multiple motor parameters; the results indicate that the MWI-fed motor has the best performance and the lowest sensitivity to the variations.

Original languageEnglish
Article number539
JournalWorld Electric Vehicle Journal
Volume16
Issue number9
DOIs
Publication statusPublished - Sept 2025

Keywords

  • electric vehicles (EVs)
  • finite control set model predictive control (FCSMPC)
  • modified W-type inverter (MWI)
  • parameter variation
  • torque ripples
  • voltage quality

ASJC Scopus subject areas

  • Automotive Engineering

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