Evaluation and optimization of PEM Fuel Cell-based CCHP system based on Modified Mayfly Optimization Algorithm

In the present study, an optimal Proton-Exchange Membrane Fuel Cell-based includes Cooling, Heating, and Power system has been proposed to cover the required energy of the households for cooling, heating and electricity. The system is optimized by a modified version of the Mayfly Optimization (MMFO)...

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Autores principales:	Donghui Wei, Jinghong Ji, Junlong Fang, Nasser Yousefi
Formato:	article
Lenguaje:	EN
Publicado:	Elsevier 2021
Materias:	Hybrid cooling, heating, and power Proton Exchange Membrane Fuel Cell Modified Mayfly Optimization Algorithm GHG reduction Electrical engineering. Electronics. Nuclear engineering TK1-9971
Acceso en línea:	https://doaj.org/article/0c459a38736e49bdbf67d35d798b3667
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id	oai:doaj.org-article:0c459a38736e49bdbf67d35d798b3667
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spelling	oai:doaj.org-article:0c459a38736e49bdbf67d35d798b36672021-11-24T04:32:10ZEvaluation and optimization of PEM Fuel Cell-based CCHP system based on Modified Mayfly Optimization Algorithm2352-484710.1016/j.egyr.2021.10.118https://doaj.org/article/0c459a38736e49bdbf67d35d798b36672021-11-01T00:00:00Zhttp://www.sciencedirect.com/science/article/pii/S2352484721011367https://doaj.org/toc/2352-4847In the present study, an optimal Proton-Exchange Membrane Fuel Cell-based includes Cooling, Heating, and Power system has been proposed to cover the required energy of the households for cooling, heating and electricity. The system is optimized by a modified version of the Mayfly Optimization (MMFO) algorithm to recover and develop the efficiency of the CCHP system. The innovation is the application of the proposed MMFO algorithm to provide the optimal configuration of the CCHP system in terms of environmentally and economically. the CCHP system is then simulated and its results are compared with NSGA-II from the literature, and also the original MFO method to indicate the method efficiency. The results indicate that the proposed optimal CCHP system offers good results and prominence toward the compared algorithms in both terms of environmental and efficiency.Donghui WeiJinghong JiJunlong FangNasser YousefiElsevierarticleHybrid cooling, heating, and powerProton Exchange Membrane Fuel CellModified Mayfly Optimization AlgorithmGHG reductionElectrical engineering. Electronics. Nuclear engineeringTK1-9971ENEnergy Reports, Vol 7, Iss , Pp 7663-7674 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	Hybrid cooling, heating, and power Proton Exchange Membrane Fuel Cell Modified Mayfly Optimization Algorithm GHG reduction Electrical engineering. Electronics. Nuclear engineering TK1-9971
spellingShingle	Hybrid cooling, heating, and power Proton Exchange Membrane Fuel Cell Modified Mayfly Optimization Algorithm GHG reduction Electrical engineering. Electronics. Nuclear engineering TK1-9971 Donghui Wei Jinghong Ji Junlong Fang Nasser Yousefi Evaluation and optimization of PEM Fuel Cell-based CCHP system based on Modified Mayfly Optimization Algorithm
description	In the present study, an optimal Proton-Exchange Membrane Fuel Cell-based includes Cooling, Heating, and Power system has been proposed to cover the required energy of the households for cooling, heating and electricity. The system is optimized by a modified version of the Mayfly Optimization (MMFO) algorithm to recover and develop the efficiency of the CCHP system. The innovation is the application of the proposed MMFO algorithm to provide the optimal configuration of the CCHP system in terms of environmentally and economically. the CCHP system is then simulated and its results are compared with NSGA-II from the literature, and also the original MFO method to indicate the method efficiency. The results indicate that the proposed optimal CCHP system offers good results and prominence toward the compared algorithms in both terms of environmental and efficiency.
format	article
author	Donghui Wei Jinghong Ji Junlong Fang Nasser Yousefi
author_facet	Donghui Wei Jinghong Ji Junlong Fang Nasser Yousefi
author_sort	Donghui Wei
title	Evaluation and optimization of PEM Fuel Cell-based CCHP system based on Modified Mayfly Optimization Algorithm
title_short	Evaluation and optimization of PEM Fuel Cell-based CCHP system based on Modified Mayfly Optimization Algorithm
title_full	Evaluation and optimization of PEM Fuel Cell-based CCHP system based on Modified Mayfly Optimization Algorithm
title_fullStr	Evaluation and optimization of PEM Fuel Cell-based CCHP system based on Modified Mayfly Optimization Algorithm
title_full_unstemmed	Evaluation and optimization of PEM Fuel Cell-based CCHP system based on Modified Mayfly Optimization Algorithm
title_sort	evaluation and optimization of pem fuel cell-based cchp system based on modified mayfly optimization algorithm
publisher	Elsevier
publishDate	2021
url	https://doaj.org/article/0c459a38736e49bdbf67d35d798b3667
work_keys_str_mv	AT donghuiwei evaluationandoptimizationofpemfuelcellbasedcchpsystembasedonmodifiedmayflyoptimizationalgorithm AT jinghongji evaluationandoptimizationofpemfuelcellbasedcchpsystembasedonmodifiedmayflyoptimizationalgorithm AT junlongfang evaluationandoptimizationofpemfuelcellbasedcchpsystembasedonmodifiedmayflyoptimizationalgorithm AT nasseryousefi evaluationandoptimizationofpemfuelcellbasedcchpsystembasedonmodifiedmayflyoptimizationalgorithm
_version_	1718415957948366848

Evaluation and optimization of PEM Fuel Cell-based CCHP system based on Modified Mayfly Optimization Algorithm

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