The effect of correlation of uncertainties on collaborative optimization of integrated energy system

Integrated energy system is an effective alternative to provide low-carbon sustainable energy to meet growing and complex energy demands. Uncertainty has a great impact on system configuration and operation schedule and the correlation between uncertain parameters increases the difficulty of high-pr...

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Autores principales:	Yu Fu, Qie Sun, Ronald Wennersten
Formato:	article
Lenguaje:	EN
Publicado:	Elsevier 2021
Materias:	Integrated energy system Uncertainty Correlation Copula theory Electrical engineering. Electronics. Nuclear engineering TK1-9971
Acceso en línea:	https://doaj.org/article/f4d41bd3b8284839b72cb66f50e3d43c
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spelling	oai:doaj.org-article:f4d41bd3b8284839b72cb66f50e3d43c2021-11-26T04:32:03ZThe effect of correlation of uncertainties on collaborative optimization of integrated energy system2352-484710.1016/j.egyr.2021.07.130https://doaj.org/article/f4d41bd3b8284839b72cb66f50e3d43c2021-11-01T00:00:00Zhttp://www.sciencedirect.com/science/article/pii/S235248472100593Xhttps://doaj.org/toc/2352-4847Integrated energy system is an effective alternative to provide low-carbon sustainable energy to meet growing and complex energy demands. Uncertainty has a great impact on system configuration and operation schedule and the correlation between uncertain parameters increases the difficulty of high-precision optimization and control under this background. Thus, this paper focus on the correlation of uncertainties using copula theory and analyze the effect of correlation on optimization results. The case study shows that considering the correlation between uncertain parameters can affect the optimization results of the system not only in configuration but also the operation characteristics and reduce the total cost of the system.Yu FuQie SunRonald WennerstenElsevierarticleIntegrated energy systemUncertaintyCorrelationCopula theoryElectrical engineering. Electronics. Nuclear engineeringTK1-9971ENEnergy Reports, Vol 7, Iss , Pp 586-592 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	Integrated energy system Uncertainty Correlation Copula theory Electrical engineering. Electronics. Nuclear engineering TK1-9971
spellingShingle	Integrated energy system Uncertainty Correlation Copula theory Electrical engineering. Electronics. Nuclear engineering TK1-9971 Yu Fu Qie Sun Ronald Wennersten The effect of correlation of uncertainties on collaborative optimization of integrated energy system
description	Integrated energy system is an effective alternative to provide low-carbon sustainable energy to meet growing and complex energy demands. Uncertainty has a great impact on system configuration and operation schedule and the correlation between uncertain parameters increases the difficulty of high-precision optimization and control under this background. Thus, this paper focus on the correlation of uncertainties using copula theory and analyze the effect of correlation on optimization results. The case study shows that considering the correlation between uncertain parameters can affect the optimization results of the system not only in configuration but also the operation characteristics and reduce the total cost of the system.
format	article
author	Yu Fu Qie Sun Ronald Wennersten
author_facet	Yu Fu Qie Sun Ronald Wennersten
author_sort	Yu Fu
title	The effect of correlation of uncertainties on collaborative optimization of integrated energy system
title_short	The effect of correlation of uncertainties on collaborative optimization of integrated energy system
title_full	The effect of correlation of uncertainties on collaborative optimization of integrated energy system
title_fullStr	The effect of correlation of uncertainties on collaborative optimization of integrated energy system
title_full_unstemmed	The effect of correlation of uncertainties on collaborative optimization of integrated energy system
title_sort	effect of correlation of uncertainties on collaborative optimization of integrated energy system
publisher	Elsevier
publishDate	2021
url	https://doaj.org/article/f4d41bd3b8284839b72cb66f50e3d43c
work_keys_str_mv	AT yufu theeffectofcorrelationofuncertaintiesoncollaborativeoptimizationofintegratedenergysystem AT qiesun theeffectofcorrelationofuncertaintiesoncollaborativeoptimizationofintegratedenergysystem AT ronaldwennersten theeffectofcorrelationofuncertaintiesoncollaborativeoptimizationofintegratedenergysystem AT yufu effectofcorrelationofuncertaintiesoncollaborativeoptimizationofintegratedenergysystem AT qiesun effectofcorrelationofuncertaintiesoncollaborativeoptimizationofintegratedenergysystem AT ronaldwennersten effectofcorrelationofuncertaintiesoncollaborativeoptimizationofintegratedenergysystem
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The effect of correlation of uncertainties on collaborative optimization of integrated energy system

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