Impacts of Load and Generation Volatilities on the Voltage Profiles Improved by Distributed Energy Resources

dc.contributor.authorCeylan, Oğuzhan
dc.contributor.authorCeylan, Oğuzhan
dc.contributor.authorÖzdemir, Aydoğan
dc.date.accessioned2020-12-17T19:55:15Z
dc.date.available2020-12-17T19:55:15Z
dc.date.issued2020
dc.departmentFakülteler, İşletme Fakültesi, Yönetim Bilişim Sistemleri Bölümüen_US
dc.description.abstractWeather-dependent distributed renewable energy sources such as photovoltaics (PVs) and wind turbines (WT) are increasingly being connected to distribution networks (DNs). Increased penetration of these intermittent sources brought the necessity of using energy storage systems (ESSs) to achieve the intended benefits. This study presents an optimization process to determine optimal numbers, sizes, locations and distributed energy resources (DERs) as well as to determine the optimal operating strategy of ESSs in a distribution network. The objective is to improve the voltage profile and to minimize the installation costs. The proposed multi-objective formulation problem is solved by using ant lion multi-objective optimization algorithm. At the second part of the study, optimal values are tested with monthly extreme distributions and the impacts of load and distributed generation volatilies on the voltage profiles which were determined by Pareto-optimal solution candidates are analysed. Simulations were performed on 33 bus radial distribution system using Matlab. Finally the benefits obtained by the optimal solutions with less risk are compared.en_US
dc.identifier.citation0
dc.identifier.doi10.1109/UPEC49904.2020.9209811en_US
dc.identifier.isbn978-172811078-3en_US
dc.identifier.scopus2-s2.0-85095578392en_US
dc.identifier.scopusqualityN/A
dc.identifier.urihttps://hdl.handle.net/20.500.12469/3564
dc.identifier.urihttps://doi.org/10.1109/UPEC49904.2020.9209811
dc.identifier.wosWOS:000627771000053en_US
dc.identifier.wosqualityN/A
dc.institutionauthorCeylan, Oğuzhanen_US
dc.language.isoenen_US
dc.publisherInstitute of Electrical and Electronics Engineers Inc.en_US
dc.relation.journalUPEC 2020 - 2020 55th International Universities Power Engineering Conferenceen_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectDistribution networks (DNs)en_US
dc.subjectLoad uncertaintyen_US
dc.subjectMulti-objective Ant Lion Optimizer (MOALO)en_US
dc.subjectoptimizationen_US
dc.subjectsmart gridsen_US
dc.titleImpacts of Load and Generation Volatilities on the Voltage Profiles Improved by Distributed Energy Resourcesen_US
dc.typeConference Objecten_US
dspace.entity.typePublication
relation.isAuthorOfPublicationb80c3194-906c-4e78-a54c-e3cd1effc970
relation.isAuthorOfPublication.latestForDiscoveryb80c3194-906c-4e78-a54c-e3cd1effc970

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