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Titre: | Design of an optimally tuned fractionalized PID controller for DC mmotor speed control via a henry gas solubility optimization algorithm |
Auteur(s): | Abdelhakim, Idir Khettab, Khatir Bensafia, Yassine |
Mots-clés: | Approximation method DC motor Fractionalized PID (FPID) HGSO algorithm Optimal control |
Date de publication: | 2022 |
Editeur: | Intelligent Network and Systems Society |
Collection/Numéro: | International Journal of Intelligent Engineering and Systems/ Vol.15, N°3 (2022);pp. 59-70 |
Résumé: | The goal of this research is to develop a high-performance fractionalized proportional-integral-derivative (FPID) controller based on Henry Gas Solubility Optimization (HGSO) for controlling the speed of a direct current (DC) motor. The suggested HGSOA-based Fractionalized PID technique with Matsuda approximation method was used to obtain the optimal FPID controller by minimising the integral of time multiplied absolute error (ITAE) as the objective function. Index of performance and disturbance rejection analyses, as well as transient and frequency responses, were all employed to validate the suggested approach's effectiveness. The proposed HGSO-FPID controller with Matsuda approximation was then compared not only to the original HGSO algorithm-tuned PID controller, but also to other controllers tuned by cutting-edge meta-heuristic algorithms such as Atom Search Optimization algorithm (ASO), Grey Wolf Optimization algorithm (GWO), Particle Swarm Optimisation (PSO), Invasive Weed Optimisation (IWO), and stochastic fractal search (SFS). The results showed that the proposed HGSOA-FPID controller has better performance with lower settling time, Ts which 0.1003 s, with lower rise time, Tr which is 0.0579 s, negligible overshoot, D which is 0.0052% and strong output disturbance rejection when compared to the performance of the other controllers |
URI/URL: | DOI 10.22266/ijies2022.0630.06 http://dlibrary.univ-boumerdes.dz:8080/handle/123456789/10408 |
ISSN: | 2185310X |
Collection(s) : | Publications Internationales
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