Optimal Power Generation Control of Wind Turbine by Using Different Meta-Heuristic Algorithms

Authors

  • Marwa ARABI Automation Laboratory Skikda (LAS). Université of 20 august 1955, 21000 Skikda, Algeria
  • Lotfi CHETIOUI LRPCSI Laboratory, Université 20 Aout 1955, Skikda 21000, Algeria
  • Youcef ZENNIR Automation Laboratory Skikda (LAS). Université of 20 august 1955, 21000 Skikda, Algeria
  • Hichem BOUNEZOUR Automation Laboratory Skikda (LAS). Université of 20 august 1955, 21000 Skikda, Algeria
  • Jesus Anrique Sierra SIERRA GARCIA Digitalization Department (section in systems engineering and automation). Burgos University, Burgos, Spain

DOI:

https://doi.org/10.51485/ajss.v10i1.256

Keywords:

Wind turbine, Speed control, Optimization, GA, PSO, PI

Abstract

The modeling and control of a wind energy conversion system (WECS) that makes use of a permanent magnet synchronous generator (PMSG) are investigated in this work. It compares two methods—MPPT-PSO and MPPT-GA—with the aim of maximizing power extraction from the system in each case. The simulation results demonstrate that the use of these MPPT algorithms enables the system to reach the optimal mechanical speed necessary for maximum power output. All simulations were performed using Matlab/Simulink.

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Published

2025-03-31

How to Cite

[1]
ARABI, M. , CHETIOUI, L. , ZENNIR, Y. , BOUNEZOUR, H. and SIERRA GARCIA, J.A.S. 2025. Optimal Power Generation Control of Wind Turbine by Using Different Meta-Heuristic Algorithms. Algerian Journal of Signals and Systems . 10, 1 (Mar. 2025), 1-6. DOI:https://doi.org/10.51485/ajss.v10i1.256.

Issue

Vol. 10 No. 1 (2025)

Section

Articles

License

Copyright (c) 2025 Marwa ARABI, Lotfi CHETIOUI, Youcef ZENNIR, Hichem BOUNEZOUR, Jesus Anrique Sierra SIERRA GARCIA

Creative Commons License

This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.