The Arithmetic Optimization Algorithm for Optimal Energy Resource Planning
| dc.contributor.author | Ahmadi, Bahman | |
| 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.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 | This study presents a new formulation regarding optimal placement and sizing of multi-type distributed generations (DGs) and energy storage systems (ESSs) to enhance the reliability of a radial distribution system and to reduce the line losses employing Arithmetic Optimization Algorithm (AOA) method. The model determines the number of DGs and ESSs automatically, and is designed to minimize the losses and the reliability indices such as Customer Average Interruption Duration Index (CAIDI). The performance of the algorithm is tested on 69-bus radial distribution system. The objective functions corresponding to optimal type, location, and size of distributed energy resources are compared to the base-case values. Finally, a comparative performance analysis of the proposed algorithm is performed in terms of reliability indices and power losses with Particle Swarm Optimization (PSO) and Grey Wolf Optimizer (GWO). | 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 (TUBITAK) project under the framework of 1001 Project organized by TUBITAK. | en_US |
| dc.identifier.doi | 10.1109/UPEC50034.2021.9548204 | en_US |
| dc.identifier.isbn | 978-1-6654-4389-0 | |
| dc.identifier.scopus | 2-s2.0-85116614792 | en_US |
| dc.identifier.uri | https://doi.org/10.1109/UPEC50034.2021.9548204 | |
| dc.identifier.uri | https://hdl.handle.net/20.500.12469/5241 | |
| 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.rights | info:eu-repo/semantics/closedAccess | en_US |
| dc.subject | Distributed Generation | |
| dc.subject | Distribution-System | |
| dc.subject | Distributed Generation | En_Us |
| dc.subject | Reliability | |
| dc.subject | Distribution-System | En_Us |
| dc.subject | Distributed generation (DG) | en_US |
| dc.subject | distribution networks (DNs) | en_US |
| dc.subject | Reliability | En_Us |
| dc.subject | Customer Average Interruption Duration Index (CAIDI) | en_US |
| dc.subject | Reanalysis | |
| dc.subject | Energy Not Supplied (ENS) | en_US |
| dc.subject | Reanalysis | En_Us |
| dc.subject | Optimization | en_US |
| dc.title | The Arithmetic Optimization Algorithm for Optimal Energy Resource Planning | en_US |
| dc.type | Conference Object | en_US |
| dspace.entity.type | Publication | |
| gdc.author.id | ozdemir, aydogan/0000-0003-1331-2647 | |
| gdc.author.id | Younesi, Soheil/0000-0003-2170-857X | |
| gdc.author.id | Ahmadi, Bahman/0000-0002-1745-2228 | |
| gdc.author.wosid | ozdemir, aydogan/A-2223-2016 | |
| gdc.author.wosid | Ahmadi, Bahman/GSD-7380-2022 | |
| gdc.bip.impulseclass | C4 | |
| gdc.bip.influenceclass | C5 | |
| gdc.bip.popularityclass | C4 | |
| gdc.coar.access | metadata only access | |
| gdc.coar.type | text::conference output | |
| gdc.collaboration.industrial | false | |
| gdc.description.departmenttemp | [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 |
| gdc.description.endpage | 6 | |
| gdc.description.publicationcategory | Konferans Öğesi - Uluslararası - Kurum Öğretim Elemanı | en_US |
| gdc.description.startpage | 1 | |
| gdc.identifier.openalex | W3203094147 | |
| gdc.identifier.wos | WOS:000723608400054 | en_US |
| gdc.index.type | WoS | |
| gdc.index.type | Scopus | |
| gdc.oaire.diamondjournal | false | |
| gdc.oaire.impulse | 8.0 | |
| gdc.oaire.influence | 2.8245717E-9 | |
| gdc.oaire.isgreen | true | |
| gdc.oaire.keywords | Optimization | |
| gdc.oaire.keywords | Distribution-System | |
| gdc.oaire.keywords | Customer Average Interruption Duration Index (CAIDI) | |
| gdc.oaire.keywords | Distributed generation (DG) | |
| gdc.oaire.keywords | Energy Not Supplied (ENS) | |
| gdc.oaire.keywords | Distributed Generation | |
| gdc.oaire.keywords | Reanalysis | |
| gdc.oaire.keywords | Reliability | |
| gdc.oaire.keywords | distribution networks (DNs) | |
| gdc.oaire.popularity | 7.797479E-9 | |
| gdc.oaire.publicfunded | false | |
| gdc.oaire.sciencefields | 0202 electrical engineering, electronic engineering, information engineering | |
| gdc.oaire.sciencefields | 02 engineering and technology | |
| gdc.oaire.sciencefields | 0210 nano-technology | |
| gdc.openalex.collaboration | National | |
| gdc.openalex.fwci | 1.00849565 | |
| gdc.openalex.normalizedpercentile | 0.77 | |
| gdc.opencitations.count | 8 | |
| gdc.plumx.mendeley | 3 | |
| gdc.plumx.scopuscites | 9 | |
| gdc.scopus.citedcount | 9 | |
| gdc.virtual.author | Ceylan, Oğuzhan | |
| gdc.wos.citedcount | 8 | |
| relation.isAuthorOfPublication | b80c3194-906c-4e78-a54c-e3cd1effc970 | |
| relation.isAuthorOfPublication.latestForDiscovery | b80c3194-906c-4e78-a54c-e3cd1effc970 | |
| relation.isOrgUnitOfPublication | ff62e329-217b-4857-88f0-1dae00646b8c | |
| relation.isOrgUnitOfPublication | acb86067-a99a-4664-b6e9-16ad10183800 | |
| relation.isOrgUnitOfPublication | b20623fc-1264-4244-9847-a4729ca7508c | |
| relation.isOrgUnitOfPublication.latestForDiscovery | ff62e329-217b-4857-88f0-1dae00646b8c |
Files
Original bundle
1 - 1 of 1
No Thumbnail Available
- Name:
- 5241.pdf
- Size:
- 1.64 MB
- Format:
- Adobe Portable Document Format
- Description:
- Tam Metin / Full Text