Optimal UC and economic dispatching with various small energy resources in the micro-grid using IPPOA and IMILP

The usage of the Energy Management System (EMS) in present energy systems as microgrids is responding to the majority of rigorous challenges to optimize power uprising. The optimal sources of dispatch activities should be monitored with particular attention to adding novel resources and accepting ne...

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Autores principales:	Abdolmajid Dejamkhooy, Ali Ahmadpour
Formato:	article
Lenguaje:	EN
Publicado:	Elsevier 2021
Materias:	Economical dispatching Energy management system UC Micro-grids Improved mixed integer linear programming Improved prey–predator optimization algorithm Electrical engineering. Electronics. Nuclear engineering TK1-9971
Acceso en línea:	https://doaj.org/article/21fc3c357a24427da967817f1fcbdc8e
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spelling	oai:doaj.org-article:21fc3c357a24427da967817f1fcbdc8e2021-11-20T05:07:08ZOptimal UC and economic dispatching with various small energy resources in the micro-grid using IPPOA and IMILP2352-484710.1016/j.egyr.2021.10.124https://doaj.org/article/21fc3c357a24427da967817f1fcbdc8e2021-11-01T00:00:00Zhttp://www.sciencedirect.com/science/article/pii/S2352484721011434https://doaj.org/toc/2352-4847The usage of the Energy Management System (EMS) in present energy systems as microgrids is responding to the majority of rigorous challenges to optimize power uprising. The optimal sources of dispatch activities should be monitored with particular attention to adding novel resources and accepting new simulation deliberations. Moreover, because of the total alternations of varied microgrids constructions, the newly created strategies must be conducted by implementing EMS. Simultaneously by obtaining different targets in varied microgrids needs a unique and versatile instrument. The minority of contemporary studies are paid to the distinct dimensions of the system used with unlimited restrictions and decision-making policies. In this paper, we presented two dispatch manners to Centralized EMS (CEMS) as a unique instrument as Improved Prey–Predator Optimization (IPPO) algorithm and Improved Mixed Integer Linear Programming (IMILP). These methods are given to plan the UC and economical dispatching in the units of microgrids. In the suggested approach, system constraints such as voltage and charging facilities and unit limitations had been discussed. The applied IPPO algorithm has the characteristics of an inflexible regular set of sub-performances; smart conjunction conducts, and expanded seeking methods and fine policies to restrict the violations. Furthermore, a novel presented method is provided to cope with and remove the restrictions of the IMILP system to monitor the nonlinear system topology limitations. We presented a novel optimized model of Lithium-Ion battery based on event-based conduct. Finally, we used the extended IPPO and IMILP methods to examine the presented microgrid model within varied usage strategies, and after that, we assessed and compared the performance of each suggested approach with each other.Abdolmajid DejamkhooyAli AhmadpourElsevierarticleEconomical dispatchingEnergy management systemUCMicro-gridsImproved mixed integer linear programmingImproved prey–predator optimization algorithmElectrical engineering. Electronics. Nuclear engineeringTK1-9971ENEnergy Reports, Vol 7, Iss , Pp 7572-7590 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	Economical dispatching Energy management system UC Micro-grids Improved mixed integer linear programming Improved prey–predator optimization algorithm Electrical engineering. Electronics. Nuclear engineering TK1-9971
spellingShingle	Economical dispatching Energy management system UC Micro-grids Improved mixed integer linear programming Improved prey–predator optimization algorithm Electrical engineering. Electronics. Nuclear engineering TK1-9971 Abdolmajid Dejamkhooy Ali Ahmadpour Optimal UC and economic dispatching with various small energy resources in the micro-grid using IPPOA and IMILP
description	The usage of the Energy Management System (EMS) in present energy systems as microgrids is responding to the majority of rigorous challenges to optimize power uprising. The optimal sources of dispatch activities should be monitored with particular attention to adding novel resources and accepting new simulation deliberations. Moreover, because of the total alternations of varied microgrids constructions, the newly created strategies must be conducted by implementing EMS. Simultaneously by obtaining different targets in varied microgrids needs a unique and versatile instrument. The minority of contemporary studies are paid to the distinct dimensions of the system used with unlimited restrictions and decision-making policies. In this paper, we presented two dispatch manners to Centralized EMS (CEMS) as a unique instrument as Improved Prey–Predator Optimization (IPPO) algorithm and Improved Mixed Integer Linear Programming (IMILP). These methods are given to plan the UC and economical dispatching in the units of microgrids. In the suggested approach, system constraints such as voltage and charging facilities and unit limitations had been discussed. The applied IPPO algorithm has the characteristics of an inflexible regular set of sub-performances; smart conjunction conducts, and expanded seeking methods and fine policies to restrict the violations. Furthermore, a novel presented method is provided to cope with and remove the restrictions of the IMILP system to monitor the nonlinear system topology limitations. We presented a novel optimized model of Lithium-Ion battery based on event-based conduct. Finally, we used the extended IPPO and IMILP methods to examine the presented microgrid model within varied usage strategies, and after that, we assessed and compared the performance of each suggested approach with each other.
format	article
author	Abdolmajid Dejamkhooy Ali Ahmadpour
author_facet	Abdolmajid Dejamkhooy Ali Ahmadpour
author_sort	Abdolmajid Dejamkhooy
title	Optimal UC and economic dispatching with various small energy resources in the micro-grid using IPPOA and IMILP
title_short	Optimal UC and economic dispatching with various small energy resources in the micro-grid using IPPOA and IMILP
title_full	Optimal UC and economic dispatching with various small energy resources in the micro-grid using IPPOA and IMILP
title_fullStr	Optimal UC and economic dispatching with various small energy resources in the micro-grid using IPPOA and IMILP
title_full_unstemmed	Optimal UC and economic dispatching with various small energy resources in the micro-grid using IPPOA and IMILP
title_sort	optimal uc and economic dispatching with various small energy resources in the micro-grid using ippoa and imilp
publisher	Elsevier
publishDate	2021
url	https://doaj.org/article/21fc3c357a24427da967817f1fcbdc8e
work_keys_str_mv	AT abdolmajiddejamkhooy optimalucandeconomicdispatchingwithvarioussmallenergyresourcesinthemicrogridusingippoaandimilp AT aliahmadpour optimalucandeconomicdispatchingwithvarioussmallenergyresourcesinthemicrogridusingippoaandimilp
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Optimal UC and economic dispatching with various small energy resources in the micro-grid using IPPOA and IMILP

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