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International Journal of Creative and Open Research in Engineering and Management

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ISSN: 3108-1754 (Online)
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Volume 02, Issue 7

Published on: July 2026

MODEL PREDICTIVE CONTROL OF BLDC MOTOR FOR ELECTRIC VEHICLES

K Vinay Kumar Dr. P. Nagasekhara Reddy

Dr. P. Ram Kishore Kumar Reddy

Power Electronics and Electrical Drives, Mahatma Gandhi Institute of

 Technology, Gandipet, Hyderabad,500075

Article Status

Plagiarism Passed Peer Reviewed Open Access

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Abstract

This paper presents the modeling, simulation and control of four-Quadrant Brushless DC (BLDC) motor for electric vehicle applications using Model Predictive Control (MPC). The proposed system comprises a Lithium-Ion battery, a bidirectional DC–DC converter, a three-phase voltage source inverter (VSI), and a BLDC motor to achieve efficient power conversion and four-quadrant operation with regenerative braking [1],[6]. A PI controller regulates the bidirectional converter to maintain the DC-link voltage, while Hall sensor feedback is processed within the MPC framework to predict the motor response and determine the optimal control action. The Model Predictive Controller output is applied to a discrete PWM generator, which produces the switching pulses for the VSI. The proposed control strategy enhances dynamic performance, reduces tracking error, and ensures smooth transitions between forward motoring, forward regenerative braking, reverse motoring, and reverse regenerative braking. MATLAB/Simulink results demonstrate effective speed regulation, satisfactory torque characteristics, stable back EMF and stator current, and effective battery voltage, battery current and State Of Charge (SOC) through regenerative braking, confirming the suitability of the proposed MPC-based BLDC drive for high-performance electric vehicle applications.

Keywords- BLDC Motor, Four-Quadrant Operation, Model Predictive Control (MPC), Bidirectional Converter, Lithium-Ion Battery, Regenerative Braking, Voltage Source Inverter.

How to Cite this Paper

Kumar, K. V. & Reddy, P. N. (2026). Model Predictive Control Of BLDC Motor For Electric Vehicles. International Journal of Creative and Open Research in Engineering and Management, <i>02</i>(7). https://doi.org/10.55041/ijcope.v2i7.062

Kumar, K, and P. Reddy. "Model Predictive Control Of BLDC Motor For Electric Vehicles." International Journal of Creative and Open Research in Engineering and Management, vol. 02, no. 7, 2026, pp. . doi:https://doi.org/10.55041/ijcope.v2i7.062.

Kumar, K, and P. Reddy. "Model Predictive Control Of BLDC Motor For Electric Vehicles." International Journal of Creative and Open Research in Engineering and Management 02, no. 7 (2026). https://doi.org/https://doi.org/10.55041/ijcope.v2i7.062.

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References

[1] Shivam Tiwari and S. Rajendran, “Four Quadrant Operation and Control of Three Phase BLDC Motor for Electric Vehicles,” Proceedings of the 2019 IEEE PES GTD Asia, 2019.

[2] A. Mallikarjuna Prasad, D. Tulasi Manasa, and B. Prudvi Kumar Reddy, “Four Quadrant Operation and Control of Three Phase BLDC Motor for Electric Vehicles,” IJFANS International Journal of Food and Nutritional Sciences, vol. 10, no. 8, pp. 100–106, Aug. 2021.

[3] B. Mahesh Babu, “Four Quadrant Operation of BLDC Motor for Electric, Hybrid Vehicles,” i-manager’s Journal on Instrumentation & Control Engineering, vol. 8, no. 1, pp. 13–20, Jan.–Jun. 2020.

[4] M. Ramesh Babu, R. Ramya, and S. Sushmitha, “Four Quadrant Operation and Control of Three Phase BLDC Motor for Electric Vehicle Using Zeta Converter,” International Journal of Creative Research Thoughts (IJCRT), vol. 12, no. 1, pp. 735–739, Jan. 2024.

[5] Punam P. Kusra and K. B. Porate, “Control of Three Phase BLDC Motor for Electric Vehicles by Using Four Quadrant Operation,” International Journal for Research in Applied Science & Engineering Technology (IJRASET), vol. 9, no. 5, pp. 2479–2482, May 2021.

[6] M. Gopinath, T. Yuvaraja, and S. Jeykumar, “Implementation of Four Quadrant Operation of BLDC Motor Using Model Predictive Controller,” Materials Today: Proceedings, vol. 5, no. 1, pp. 1666–1672, 2018.

 

 

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  • Published on: Jul 07 2026
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