Multi-objective Distributed Energy Resource Integration in Radial Distribution Networks
dc.authorid | ozdemir, aydogan/0000-0003-1331-2647 | |
dc.authorid | Younesi, Soheil/0000-0003-2170-857X | |
dc.authorid | Ahmadi, Bahman/0000-0002-1745-2228 | |
dc.authorwosid | Ahmadi, Bahman/GSD-7380-2022 | |
dc.authorwosid | ozdemir, aydogan/A-2223-2016 | |
dc.contributor.author | Ceylan, Oğuzhan | |
dc.contributor.author | Younesi, Soheil | |
dc.contributor.author | Ceylan, Oguzhan | |
dc.contributor.author | Ozdemir, Aydogan | |
dc.date.accessioned | 2023-10-19T15:11:50Z | |
dc.date.available | 2023-10-19T15:11:50Z | |
dc.date.issued | 2021 | |
dc.department-temp | [Ahmadi, Bahman; Younesi, Soheil; Ozdemir, Aydogan] Istanbul Tech Univ, Dept Elect Engn, Istanbul, Turkey; [Ceylan, Oguzhan] Kadir Has Univ, Management & Informat Syst Dept, Istanbul, Turkey | en_US |
dc.description | 56th International Universities Power Engineering Conference (UPEC) - Powering Net Zero Emissions -- AUG 31-SEP 03, 2021 -- Teesside Univ, ELECTR NETWORK | en_US |
dc.description.abstract | Despite numerous studies on the optimal design and planning of distribution networks (DNs), little attention has been paid to improving the reliability of the distribution systems through optimal operation and planning of distributed generations (DGs) and energy storage systems (ESSs). This paper aims to integrate multi-type DG units and ESSs into the radial DNs to improve network reliability, decrease the losses, and maintain the voltage profiles. System Average Interruption Frequency Index (SAIFI) and Average Energy Not Supplied (AENS) are used as representative reliability indices. Objective functions are formulated and solved by using the slime mould algorithm (SMA). The proposed model's performance is tested on a balanced 33-bus system using the MATLAB environment. Then, the best solution is selected and compared with the base case values. Finally, SMA based solution is compared to those of genetic algorithm and particle swarm algorithm to validate the SMA's performance for finding the near-global solution. | en_US |
dc.description.sponsorship | IEEE,IEEE United Kingdom & Ireland Sect,IEEE Power & Energy Soc,Inst Engn & Technol,Lucas Nulle,MDPI, Elect Journal,MDPI, Energies Journal | en_US |
dc.description.sponsorship | TUBITAK [117E773] | en_US |
dc.description.sponsorship | This research is funded as a part of 117E773 Advanced Evolutionary Computation for Smart Grid and Smart Community project under the framework of 1001 Project organized by TUBITAK. | en_US |
dc.identifier.citation | 2 | |
dc.identifier.doi | 10.1109/UPEC50034.2021.9548208 | en_US |
dc.identifier.isbn | 978-1-6654-4389-0 | |
dc.identifier.scopus | 2-s2.0-85116687171 | en_US |
dc.identifier.scopusquality | N/A | |
dc.identifier.uri | https://doi.org/10.1109/UPEC50034.2021.9548208 | |
dc.identifier.uri | https://hdl.handle.net/20.500.12469/5242 | |
dc.identifier.wos | WOS:000723608400058 | en_US |
dc.identifier.wosquality | N/A | |
dc.khas | 20231019-WoS | en_US |
dc.language.iso | en | en_US |
dc.publisher | IEEE | en_US |
dc.relation.ispartof | 2021 56th International Universities Power Engineering Conference (Upec 2021): Powering Net Zero Emissions | en_US |
dc.relation.publicationcategory | Konferans Öğesi - Uluslararası - Kurum Öğretim Elemanı | en_US |
dc.rights | info:eu-repo/semantics/closedAccess | en_US |
dc.subject | Distribution-Systems | En_Us |
dc.subject | Reliability Improvement | En_Us |
dc.subject | Loss Reduction | En_Us |
dc.subject | Reconfiguration | En_Us |
dc.subject | Reanalysis | En_Us |
dc.subject | Algorithm | En_Us |
dc.subject | Storage | En_Us |
dc.subject | Model | En_Us |
dc.subject | Distribution-Systems | |
dc.subject | Reliability Improvement | |
dc.subject | Loss Reduction | |
dc.subject | Reconfiguration | |
dc.subject | Distributed generation (DG) | en_US |
dc.subject | Reanalysis | |
dc.subject | distribution networks (DNs) | en_US |
dc.subject | Algorithm | |
dc.subject | System Average Interruption Frequency Index (SAIFI) | en_US |
dc.subject | Storage | |
dc.subject | Average Energy Not Supplied (AENS) | en_US |
dc.subject | Model | |
dc.subject | Slime mould algorithm (SMA) | en_US |
dc.title | Multi-objective Distributed Energy Resource Integration in Radial Distribution Networks | en_US |
dc.type | Conference Object | en_US |
dspace.entity.type | Publication | |
relation.isAuthorOfPublication | b80c3194-906c-4e78-a54c-e3cd1effc970 | |
relation.isAuthorOfPublication.latestForDiscovery | b80c3194-906c-4e78-a54c-e3cd1effc970 |
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