Induction Motor Drive Using Fractional-Order Proportional Integral Derivative (FOPID) Controller Based on Nelder-Mead and Grey Wolf Optimizers.
Essa, M., Elhosseini, M., Gouda, E. (2021). Induction Motor Drive Using Fractional-Order Proportional Integral Derivative (FOPID) Controller Based on Nelder-Mead and Grey Wolf Optimizers.. EKB Journal Management System, 46(2), 23-31. doi: 10.21608/bfemu.2021.178058
Mohamed Said Essa; Mostafa Abdelkhalk Elhosseini; Eid Abdelbaki Gouda. "Induction Motor Drive Using Fractional-Order Proportional Integral Derivative (FOPID) Controller Based on Nelder-Mead and Grey Wolf Optimizers.". EKB Journal Management System, 46, 2, 2021, 23-31. doi: 10.21608/bfemu.2021.178058
Essa, M., Elhosseini, M., Gouda, E. (2021). 'Induction Motor Drive Using Fractional-Order Proportional Integral Derivative (FOPID) Controller Based on Nelder-Mead and Grey Wolf Optimizers.', EKB Journal Management System, 46(2), pp. 23-31. doi: 10.21608/bfemu.2021.178058
Essa, M., Elhosseini, M., Gouda, E. Induction Motor Drive Using Fractional-Order Proportional Integral Derivative (FOPID) Controller Based on Nelder-Mead and Grey Wolf Optimizers.. EKB Journal Management System, 2021; 46(2): 23-31. doi: 10.21608/bfemu.2021.178058

Induction Motor Drive Using Fractional-Order Proportional Integral Derivative (FOPID) Controller Based on Nelder-Mead and Grey Wolf Optimizers.

MEJ- Mansoura Engineering Journal
Article 20, Volume 46, Issue 2, June 2021, Page 23-31  XML PDF (1.7 MB)
Document Type: Research Studies
DOI: 10.21608/bfemu.2021.178058
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Authors
Mohamed Said Essa email 1; Mostafa Abdelkhalk Elhosseini2; Eid Abdelbaki Gouda3
1Researcher at Electrical Engineering., Faculty of Engineering., El-Mansoura University., Mansoura., Egypt.
2professor at Department of Computers and Systems Engineering at Faculty of Engineering, Mansoura University
3Associate Professor., Electrical Engineering Department, Faculty of Engineering., El-Mansoura University., Mansoura., Egypt.
Abstract
Induction motors are widely used in industrial applications due to their advantages over dc motors in terms of low cost, low maintenance, high performance, and high power density. This article aims to achieve constant speed control of the induction motor (IM) and improves the motor performance using a Fractional-order PID controller (FOPID). The FOPID controller contains five important variables coefficients. They are named as follows: - proportional operator (Kp), integral operator (Ki) derivative operator (Kd), integral of fractional-order (λ) and the derivative of fractional-order μ. The performance of any controller depends mainly on the chosen values of the aforementioned operators (Kp, Ki, Kd, λ, μ) so one of the main objectives of this paper how to optimize the values of these five parameters to improve the system performance. Actually there are many methods to achieve the optimization problem but a two selected optimizers (Grey Wolf Optimizer, and Nelder-Mead) are chosen in this paper due their nature which make them more suitable for the presented problem. Three cases study of the induction motor integrated with the proposed controllers are simulated based on Matlab SIMULINK and the obtained results are discussed in details. The obtained results in all the cases ensured that the proposed FOPID controller introduced always the better performances indices which make it favorably recommended instead of other conventional controllers
Keywords
Induction Motor Drive; FOPID controller; Nelder-Mead optimizer; Grey Wolf Optimizer; induction motor Simulink; three cases study
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