Design of Cascaded PI-Fractional Order PID Controller for Improving the Frequency Response of Hybrid Microgrid System Using Gorilla Troops Optimizer

This paper proposes a cascaded Proportional Integral-Fractional Order Proportional-Integral-Derivative (PI-FOPID) controller to improve the frequency response of a hybrid microgrid system. The optimum gains of the proposed controller are fine-tuned using Gorilla Troops Optimizer (GTO) which is a rec...

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Autores principales:	Moetasem Ali, Hossam Kotb, Kareem M. Aboras, Nabil H. Abbasy
Formato:	article
Lenguaje:	EN
Publicado:	IEEE 2021
Materias:	Cascaded PI- fractional order proportional-integral-derivative controller gorilla troops optimizer hybrid microgrid system load frequency control renewable sources two-area system Electrical engineering. Electronics. Nuclear engineering TK1-9971
Acceso en línea:	https://doaj.org/article/b5f88a49305b420d8a66cc11a5fe27d0
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spelling	oai:doaj.org-article:b5f88a49305b420d8a66cc11a5fe27d02021-11-18T00:07:01ZDesign of Cascaded PI-Fractional Order PID Controller for Improving the Frequency Response of Hybrid Microgrid System Using Gorilla Troops Optimizer2169-353610.1109/ACCESS.2021.3125317https://doaj.org/article/b5f88a49305b420d8a66cc11a5fe27d02021-01-01T00:00:00Zhttps://ieeexplore.ieee.org/document/9600853/https://doaj.org/toc/2169-3536This paper proposes a cascaded Proportional Integral-Fractional Order Proportional-Integral-Derivative (PI-FOPID) controller to improve the frequency response of a hybrid microgrid system. The optimum gains of the proposed controller are fine-tuned using Gorilla Troops Optimizer (GTO) which is a recent metaheuristic optimization algorithm. The case study is a two-area microgrid system that contains diesel generators, various renewable energy sources such as photovoltaic and wind generation systems, as well as different energy storage devices. Moreover, real wind speed and solar irradiance measurements have been collected for proper system modeling. The performance of the proposed cascaded PI-FOPID controller is compared to the single structure fractional order PID (FOPID) controller based on GTO and numerous other optimization techniques presented in the previous literature such as Genetic Algorithm and Particle Swarm Optimization. The robustness of the proposed cascaded PI-FOPID controller is investigated under different scenarios such as different step load perturbations, random load disturbances, and renewable energy sources variation. The simulation results are carried out using MATLAB/Simulink. The results show that the proposed controller provides an improvement in the maximum overshoot/undershoot and settling time of 99.8% and 75.9%, respectively, compared to other competing techniques.Moetasem AliHossam KotbKareem M. AborasNabil H. AbbasyIEEEarticleCascaded PI- fractional order proportional-integral-derivative controllergorilla troops optimizerhybrid microgrid systemload frequency controlrenewable sourcestwo-area systemElectrical engineering. Electronics. Nuclear engineeringTK1-9971ENIEEE Access, Vol 9, Pp 150715-150732 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	Cascaded PI- fractional order proportional-integral-derivative controller gorilla troops optimizer hybrid microgrid system load frequency control renewable sources two-area system Electrical engineering. Electronics. Nuclear engineering TK1-9971
spellingShingle	Cascaded PI- fractional order proportional-integral-derivative controller gorilla troops optimizer hybrid microgrid system load frequency control renewable sources two-area system Electrical engineering. Electronics. Nuclear engineering TK1-9971 Moetasem Ali Hossam Kotb Kareem M. Aboras Nabil H. Abbasy Design of Cascaded PI-Fractional Order PID Controller for Improving the Frequency Response of Hybrid Microgrid System Using Gorilla Troops Optimizer
description	This paper proposes a cascaded Proportional Integral-Fractional Order Proportional-Integral-Derivative (PI-FOPID) controller to improve the frequency response of a hybrid microgrid system. The optimum gains of the proposed controller are fine-tuned using Gorilla Troops Optimizer (GTO) which is a recent metaheuristic optimization algorithm. The case study is a two-area microgrid system that contains diesel generators, various renewable energy sources such as photovoltaic and wind generation systems, as well as different energy storage devices. Moreover, real wind speed and solar irradiance measurements have been collected for proper system modeling. The performance of the proposed cascaded PI-FOPID controller is compared to the single structure fractional order PID (FOPID) controller based on GTO and numerous other optimization techniques presented in the previous literature such as Genetic Algorithm and Particle Swarm Optimization. The robustness of the proposed cascaded PI-FOPID controller is investigated under different scenarios such as different step load perturbations, random load disturbances, and renewable energy sources variation. The simulation results are carried out using MATLAB/Simulink. The results show that the proposed controller provides an improvement in the maximum overshoot/undershoot and settling time of 99.8% and 75.9%, respectively, compared to other competing techniques.
format	article
author	Moetasem Ali Hossam Kotb Kareem M. Aboras Nabil H. Abbasy
author_facet	Moetasem Ali Hossam Kotb Kareem M. Aboras Nabil H. Abbasy
author_sort	Moetasem Ali
title	Design of Cascaded PI-Fractional Order PID Controller for Improving the Frequency Response of Hybrid Microgrid System Using Gorilla Troops Optimizer
title_short	Design of Cascaded PI-Fractional Order PID Controller for Improving the Frequency Response of Hybrid Microgrid System Using Gorilla Troops Optimizer
title_full	Design of Cascaded PI-Fractional Order PID Controller for Improving the Frequency Response of Hybrid Microgrid System Using Gorilla Troops Optimizer
title_fullStr	Design of Cascaded PI-Fractional Order PID Controller for Improving the Frequency Response of Hybrid Microgrid System Using Gorilla Troops Optimizer
title_full_unstemmed	Design of Cascaded PI-Fractional Order PID Controller for Improving the Frequency Response of Hybrid Microgrid System Using Gorilla Troops Optimizer
title_sort	design of cascaded pi-fractional order pid controller for improving the frequency response of hybrid microgrid system using gorilla troops optimizer
publisher	IEEE
publishDate	2021
url	https://doaj.org/article/b5f88a49305b420d8a66cc11a5fe27d0
work_keys_str_mv	AT moetasemali designofcascadedpifractionalorderpidcontrollerforimprovingthefrequencyresponseofhybridmicrogridsystemusinggorillatroopsoptimizer AT hossamkotb designofcascadedpifractionalorderpidcontrollerforimprovingthefrequencyresponseofhybridmicrogridsystemusinggorillatroopsoptimizer AT kareemmaboras designofcascadedpifractionalorderpidcontrollerforimprovingthefrequencyresponseofhybridmicrogridsystemusinggorillatroopsoptimizer AT nabilhabbasy designofcascadedpifractionalorderpidcontrollerforimprovingthefrequencyresponseofhybridmicrogridsystemusinggorillatroopsoptimizer
_version_	1718425246889934848

Design of Cascaded PI-Fractional Order PID Controller for Improving the Frequency Response of Hybrid Microgrid System Using Gorilla Troops Optimizer

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