A grey wolf optimization based approach to provide ancillary services for battery owners
As is known, batteries have started to be used increasingly in both power distribution and transmission networks. This study develops a near-optimal approach for ancillary services in power networks from the perspective of the battery owner. We first model the optimization algorithm for the...
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| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
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Faculty of Technical Sciences in Cacak
2025-01-01
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| Series: | Serbian Journal of Electrical Engineering |
| Subjects: | |
| Online Access: | https://doiserbia.nb.rs/img/doi/1451-4869/2025/1451-48692502243C.pdf |
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| author | Çakır Muhammed Turhan Esen Irem Sude Ceylan Oğuzhan Zehir Mustafa Alparslan Zanaj Elma |
| author_facet | Çakır Muhammed Turhan Esen Irem Sude Ceylan Oğuzhan Zehir Mustafa Alparslan Zanaj Elma |
| author_sort | Çakır Muhammed Turhan |
| collection | DOAJ |
| description | As is known, batteries have started to be used increasingly in both power
distribution and transmission networks. This study develops a near-optimal
approach for ancillary services in power networks from the perspective of
the battery owner. We first model the optimization algorithm for the battery
owner, then utilize a grey wolf optimization approach, where near-optimal
actions are selected daily from available services. We use real data of
frequency, voltage magnitude, combined home and Photovoltaic system, and
transformer load to perform the simulations. The simulation results show
that battery owners may profit from these services and help the system
operators solve the issues such as over-voltage, under-voltage, frequency,
and similar. |
| format | Article |
| id | doaj-art-3e18d2409a02459bb3391ed607bab81d |
| institution | DOAJ |
| issn | 1451-4869 2217-7183 |
| language | English |
| publishDate | 2025-01-01 |
| publisher | Faculty of Technical Sciences in Cacak |
| record_format | Article |
| series | Serbian Journal of Electrical Engineering |
| spelling | doaj-art-3e18d2409a02459bb3391ed607bab81d2025-08-20T02:46:05ZengFaculty of Technical Sciences in CacakSerbian Journal of Electrical Engineering1451-48692217-71832025-01-0122224326510.2298/SJEE2502243C1451-48692502243CA grey wolf optimization based approach to provide ancillary services for battery ownersÇakır Muhammed Turhan0https://orcid.org/0009-0003-5097-1796Esen Irem Sude1https://orcid.org/0009-0004-5078-1914Ceylan Oğuzhan2https://orcid.org/0000-0002-0892-6380Zehir Mustafa Alparslan3https://orcid.org/0000-0001-5843-2410Zanaj Elma4https://orcid.org/0000-0002-5293-3297Marmara University, İstanbul, TurkeyMarmara University, İstanbul, TurkeyKadir Has University, İstanbul, TürkiyeMarmara University, İstanbul, TurkeyPolytechnic University of Tirana, Tirana, AlbaniaAs is known, batteries have started to be used increasingly in both power distribution and transmission networks. This study develops a near-optimal approach for ancillary services in power networks from the perspective of the battery owner. We first model the optimization algorithm for the battery owner, then utilize a grey wolf optimization approach, where near-optimal actions are selected daily from available services. We use real data of frequency, voltage magnitude, combined home and Photovoltaic system, and transformer load to perform the simulations. The simulation results show that battery owners may profit from these services and help the system operators solve the issues such as over-voltage, under-voltage, frequency, and similar.https://doiserbia.nb.rs/img/doi/1451-4869/2025/1451-48692502243C.pdfancillary servicesbatteriesoptimizationgrey wolf optimization |
| spellingShingle | Çakır Muhammed Turhan Esen Irem Sude Ceylan Oğuzhan Zehir Mustafa Alparslan Zanaj Elma A grey wolf optimization based approach to provide ancillary services for battery owners Serbian Journal of Electrical Engineering ancillary services batteries optimization grey wolf optimization |
| title | A grey wolf optimization based approach to provide ancillary services for battery owners |
| title_full | A grey wolf optimization based approach to provide ancillary services for battery owners |
| title_fullStr | A grey wolf optimization based approach to provide ancillary services for battery owners |
| title_full_unstemmed | A grey wolf optimization based approach to provide ancillary services for battery owners |
| title_short | A grey wolf optimization based approach to provide ancillary services for battery owners |
| title_sort | grey wolf optimization based approach to provide ancillary services for battery owners |
| topic | ancillary services batteries optimization grey wolf optimization |
| url | https://doiserbia.nb.rs/img/doi/1451-4869/2025/1451-48692502243C.pdf |
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