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Performance Analysis of Optimization Based FOC and DTC Methods for Three Phase Induction Motor

V. Jesus Bobin*, M. MarsalineBeno

Department of EEE, St. Xavier’s Catholic College of Engineering, Nagercoil, 629003, India

* Corresponding Author: V. Jesus Bobin. Email: email

Intelligent Automation & Soft Computing 2023, 35(2), 2493-2511. https://doi.org/10.32604/iasc.2023.024679

Abstract

Three-phase induction motors are becoming increasingly utilized in industrial field due to their better efficiency and simple manufacture. The speed control of an induction motor is essential in a variety of applications, but it is difficult to control. This research analyses the three-phase induction motor’s performance using field-oriented control (FOC) and direct torque control (DTC) techniques. The major aim of this work is to provide a critical evaluation of developing a simple speed controller for induction motors with improving the performance of Induction Motor (IM). For controlling a motor, different optimization approaches are accessible; in this research, a Fuzzy Logic Controller (FLC) with Fractional Order Darwinian Particle Swarm Optimization (FODPSO) algorithm is presented to control the induction motor. The FOC and DTC are controlled using FODPSO, and their performance is compared to the traditional FOC and DTC technique. Each scheme had its own simulation model, and the results were compared using hardware experimental and MATLAB-Simulink. In terms of time domain specifications and torque improvement, the proposed technique surpasses the existing method.

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APA Style
Bobin, V.J., MarsalineBeno, M. (2023). Performance analysis of optimization based FOC and DTC methods for three phase induction motor. Intelligent Automation & Soft Computing, 35(2), 2493-2511. https://doi.org/10.32604/iasc.2023.024679
Vancouver Style
Bobin VJ, MarsalineBeno M. Performance analysis of optimization based FOC and DTC methods for three phase induction motor. Intell Automat Soft Comput . 2023;35(2):2493-2511 https://doi.org/10.32604/iasc.2023.024679
IEEE Style
V.J. Bobin and M. MarsalineBeno, "Performance Analysis of Optimization Based FOC and DTC Methods for Three Phase Induction Motor," Intell. Automat. Soft Comput. , vol. 35, no. 2, pp. 2493-2511. 2023. https://doi.org/10.32604/iasc.2023.024679



cc This work is licensed under a Creative Commons Attribution 4.0 International License , which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
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