Marine predators algorithm for load frequency control of modern interconnected power systems including renewable energy sources and energy storage units

Load frequency control (LFC) serves a critical purpose in modern power systems, controlling system frequency and tie-line power flow. Nowadays, the power systems are integrated with an effective contribution of renewable energy sources (RESs). This paper broaches a modern power grid paradigm includi...

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Autores principales:	Mohamed A. Sobhy, Almoataz Y. Abdelaziz, Hany M. Hasanien, Mohamed Ezzat
Formato:	article
Lenguaje:	EN
Publicado:	Elsevier 2021
Materias:	Load frequency control MPA Energy storage systems Renewable energy sources Engineering (General). Civil engineering (General) TA1-2040
Acceso en línea:	https://doaj.org/article/d2f2e848afec44cbbddc87645cd568bc
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spelling	oai:doaj.org-article:d2f2e848afec44cbbddc87645cd568bc2021-11-22T04:23:10ZMarine predators algorithm for load frequency control of modern interconnected power systems including renewable energy sources and energy storage units2090-447910.1016/j.asej.2021.04.031https://doaj.org/article/d2f2e848afec44cbbddc87645cd568bc2021-12-01T00:00:00Zhttp://www.sciencedirect.com/science/article/pii/S2090447921002203https://doaj.org/toc/2090-4479Load frequency control (LFC) serves a critical purpose in modern power systems, controlling system frequency and tie-line power flow. Nowadays, the power systems are integrated with an effective contribution of renewable energy sources (RESs). This paper broaches a modern power grid paradigm including conventional generators considering non-linearities, in addition to RESs and energy storage (ES) units for the study of LFC issue. Three forms of RESs are involved in the study, which are wind, photovoltaic and solar thermal. Besides, the system paradigm contains two types of ES units which are superconducting magnetic energy storage (SMES) and battery energy storage (BES). The controllers used for the system model analysis are proportional-integral-derivative (PID) controllers. The optimum design of the controller is established using a novel optimization approach which is a Marine Predators Algorithm (MPA). To certify the realistic credibility of the proposed algorithm, real data are imported to the RESs. The efficacy of the applied MPA-tuned controller is contrasted with that tuned by other competing evolutionary algorithms. The simulation outcomes demonstrate the credibility of the suggested control scheme. Also, the results ensure the role of ES units in enhancing the time-domain transient responses. The simulation findings are acquired through MATLAB framework.Mohamed A. SobhyAlmoataz Y. AbdelazizHany M. HasanienMohamed EzzatElsevierarticleLoad frequency controlMPAEnergy storage systemsRenewable energy sourcesEngineering (General). Civil engineering (General)TA1-2040ENAin Shams Engineering Journal, Vol 12, Iss 4, Pp 3843-3857 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	Load frequency control MPA Energy storage systems Renewable energy sources Engineering (General). Civil engineering (General) TA1-2040
spellingShingle	Load frequency control MPA Energy storage systems Renewable energy sources Engineering (General). Civil engineering (General) TA1-2040 Mohamed A. Sobhy Almoataz Y. Abdelaziz Hany M. Hasanien Mohamed Ezzat Marine predators algorithm for load frequency control of modern interconnected power systems including renewable energy sources and energy storage units
description	Load frequency control (LFC) serves a critical purpose in modern power systems, controlling system frequency and tie-line power flow. Nowadays, the power systems are integrated with an effective contribution of renewable energy sources (RESs). This paper broaches a modern power grid paradigm including conventional generators considering non-linearities, in addition to RESs and energy storage (ES) units for the study of LFC issue. Three forms of RESs are involved in the study, which are wind, photovoltaic and solar thermal. Besides, the system paradigm contains two types of ES units which are superconducting magnetic energy storage (SMES) and battery energy storage (BES). The controllers used for the system model analysis are proportional-integral-derivative (PID) controllers. The optimum design of the controller is established using a novel optimization approach which is a Marine Predators Algorithm (MPA). To certify the realistic credibility of the proposed algorithm, real data are imported to the RESs. The efficacy of the applied MPA-tuned controller is contrasted with that tuned by other competing evolutionary algorithms. The simulation outcomes demonstrate the credibility of the suggested control scheme. Also, the results ensure the role of ES units in enhancing the time-domain transient responses. The simulation findings are acquired through MATLAB framework.
format	article
author	Mohamed A. Sobhy Almoataz Y. Abdelaziz Hany M. Hasanien Mohamed Ezzat
author_facet	Mohamed A. Sobhy Almoataz Y. Abdelaziz Hany M. Hasanien Mohamed Ezzat
author_sort	Mohamed A. Sobhy
title	Marine predators algorithm for load frequency control of modern interconnected power systems including renewable energy sources and energy storage units
title_short	Marine predators algorithm for load frequency control of modern interconnected power systems including renewable energy sources and energy storage units
title_full	Marine predators algorithm for load frequency control of modern interconnected power systems including renewable energy sources and energy storage units
title_fullStr	Marine predators algorithm for load frequency control of modern interconnected power systems including renewable energy sources and energy storage units
title_full_unstemmed	Marine predators algorithm for load frequency control of modern interconnected power systems including renewable energy sources and energy storage units
title_sort	marine predators algorithm for load frequency control of modern interconnected power systems including renewable energy sources and energy storage units
publisher	Elsevier
publishDate	2021
url	https://doaj.org/article/d2f2e848afec44cbbddc87645cd568bc
work_keys_str_mv	AT mohamedasobhy marinepredatorsalgorithmforloadfrequencycontrolofmoderninterconnectedpowersystemsincludingrenewableenergysourcesandenergystorageunits AT almoatazyabdelaziz marinepredatorsalgorithmforloadfrequencycontrolofmoderninterconnectedpowersystemsincludingrenewableenergysourcesandenergystorageunits AT hanymhasanien marinepredatorsalgorithmforloadfrequencycontrolofmoderninterconnectedpowersystemsincludingrenewableenergysourcesandenergystorageunits AT mohamedezzat marinepredatorsalgorithmforloadfrequencycontrolofmoderninterconnectedpowersystemsincludingrenewableenergysourcesandenergystorageunits
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Marine predators algorithm for load frequency control of modern interconnected power systems including renewable energy sources and energy storage units

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