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Communication dans un congrès

Control of a DFIG Based WECS with Optimized PI controllers via a duplicate PSO algorithm

Abstract : In this paper, a new PSO algorithm called the duplicate particles swarm optimization (D-PSO) is used to find the optimal proportional integral (PI) controller's gains for the control of a wind energy conversion system (WECS) based on a doubly fed induction generator (DFIG). The control objective is the extraction of the maximum power available from the wind with zero stator reactive power regulation. Finding the optimal PI parameters consists of minimizing a cost function quantifying the mean square error between the desired output and the system output. Conducted simulation results using Simulink/Matlab confirm that the PI controller based on the proposed duplicate particle swarm optimization (D-PSO) algorithm yield much better results compared to non-optimized controllers, and conventional PSO optimized controllers.
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Communication dans un congrès
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https://hal-u-picardie.archives-ouvertes.fr/hal-03849890
Contributeur : Louise DESSAIVRE Connectez-vous pour contacter le contributeur
Soumis le : samedi 12 novembre 2022 - 14:25:12
Dernière modification le : dimanche 13 novembre 2022 - 03:06:35

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S. Labdai, B. Hemici, L. Nezli, N. Bounar, A. Boulkroune, et al.. Control of a DFIG Based WECS with Optimized PI controllers via a duplicate PSO algorithm. 2019 International Conference on Control, Automation and Diagnosis (ICCAD), Jul 2019, Grenoble, France. pp.1-6, ⟨10.1109/ICCAD46983.2019.9037879⟩. ⟨hal-03849890⟩

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