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dc.contributor.authorTezer, Tuba
dc.contributor.authorYaman, Ramazan
dc.date.accessioned2023-01-05T06:59:36Z
dc.date.available2023-01-05T06:59:36Z
dc.date.issued2021en_US
dc.identifier.citationTezer, T., & Yaman, R. (2021). A Pareto optimum approach and a power management strategy for a stand‐alone wind turbine‐PV‐hydrogen with reformer hybrid renewable energy system. Environmental Progress & Sustainable Energy, 41(4). https://doi.org/10.1002/ep.13772 ‌en_US
dc.identifier.issn1944-7442
dc.identifier.issn1944-7450
dc.identifier.urihttps://hdl.handle.net/20.500.12900/137
dc.descriptionKapalı erişim.en_US
dc.description.abstractIn this study, a multi-objective and constrained optimization problem is discussed. The SAHRESOpt (multi-objective and constrained optimization algorithm for SA-HRES) which includes size optimization and minimization of the loss of power supply probability was developed based on non-dominated sorting genetic algorithm-II (NSGA-II). Additionally, a power management strategy was designed to ensure that the power flow between the system elements minimizes the unmet load and/or the excess energy. In this context, with the aim of obtaining uninterrupted hydrogen energy in the system, a reformer was used transforming methane gas produced by an anaerobic reactor into hydrogen. Thus, a stand-alone hybrid renewable energy system (SA-HRES) that does not generate CO2 emissions was designed. Furthermore, within the scope of size optimization, both the types of system elements and the numbers of them were optimized. Then, the positive effects of reformer existence on both of the objective functions, and also the effects of considering the waste energy percentage as a constraint are presented. Also, Pareto solutions of SAHRESOpt and NSGA-II are compared. Finally, a case study including photovoltaic panels, wind turbines, fuel cells, electrolyzers, hydrogen tanks, and a reformer is presented to prove the effectiveness of the presented algorithm and validate the results.en_US
dc.language.isoengen_US
dc.publisherThe Global Home of Chemical Engineersen_US
dc.relation.isversionof10.1002/ep.13772en_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectHydrogen energyen_US
dc.subjectMulti-objective optimizationen_US
dc.subjectPareto optimumen_US
dc.subjectPower management strategyen_US
dc.subjectStand-alone hybrid renewable energy systemen_US
dc.titleA Pareto optimum approach and a power management strategy for a stand-alone wind turbine-PV-hydrogen with reformer hybrid renewable energy systemen_US
dc.typearticleen_US
dc.departmentİstanbul Atlas Üniversitesi, Mühendislik ve Doğa Bilimleri Fakültesi, Endüstri Mühendisliği Bölümüen_US
dc.authoridRamazan Yaman / 0000-0002-4115-1417en_US
dc.contributor.institutionauthorYaman, Ramazan
dc.identifier.volume41en_US
dc.identifier.issue4en_US
dc.relation.journalEnvironmental Progress & Sustainable Energyen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US


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