A Stackelberg Game Theory Model for Integrated Community Energy Storage Systems
<p dir="ltr">The rise of distributed energy resources (DERs) in the energy landscape underscores the pivotal role of prosumers in the ongoing energy transition. With the significant investment required for individual energy storage (IES), community energy storage (CES) emerges as a k...
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| المؤلف الرئيسي: | |
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| مؤلفون آخرون: | , |
| منشور في: |
2024
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| _version_ | 1864513540072669184 |
|---|---|
| author | Sobhan Dorahaki (20545670) |
| author2 | S. M. Muyeen (14778337) Nima Amjady (8176431) |
| author2_role | author author |
| author_facet | Sobhan Dorahaki (20545670) S. M. Muyeen (14778337) Nima Amjady (8176431) |
| author_role | author |
| dc.creator.none.fl_str_mv | Sobhan Dorahaki (20545670) S. M. Muyeen (14778337) Nima Amjady (8176431) |
| dc.date.none.fl_str_mv | 2024-10-08T09:00:00Z |
| dc.identifier.none.fl_str_mv | 10.1109/access.2024.3481155 |
| dc.relation.none.fl_str_mv | https://figshare.com/articles/journal_contribution/A_Stackelberg_Game_Theory_Model_for_Integrated_Community_Energy_Storage_Systems/30094489 |
| dc.rights.none.fl_str_mv | CC BY 4.0 info:eu-repo/semantics/openAccess |
| dc.subject.none.fl_str_mv | Engineering Electrical engineering Electronics, sensors and digital hardware Bi-level optimization community energy storage energy sharing flexibility prosumer Electricity HVAC Costs Optimization Investment Uncertainty Indexes Renewable energy sources Game theory Power system stability |
| dc.title.none.fl_str_mv | A Stackelberg Game Theory Model for Integrated Community Energy Storage Systems |
| dc.type.none.fl_str_mv | Text Journal contribution info:eu-repo/semantics/publishedVersion text contribution to journal |
| description | <p dir="ltr">The rise of distributed energy resources (DERs) in the energy landscape underscores the pivotal role of prosumers in the ongoing energy transition. With the significant investment required for individual energy storage (IES), community energy storage (CES) emerges as a key facilitator, enabling the smooth incorporation of renewable energy sources and strengthening grid flexibility. This paper explores the dynamic interplay between CES owners, who serve as key economic actors in local energy communities, and prosumers within these communities through a Stackelberg game framework. A bi-level optimization framework aimed at empowering CES systems is introduced to address the proposed Stackelberg game framework. At the upper level of this framework, the goal is to maximize the profit of the CES system while the flexibility limits of the upstream electricity grid and other constraints are addressed. On the other hand, individual prosumers at the lower level optimize their actions to minimize billing costs and enhance comfort in alignment with their preferences. The bi-level optimization problem is reformulated into a linear single-level optimization problem using the Karush-Kuhn-Tucker (KKT) approach. The results indicate that implementing flexibility constraints can effectively smooth energy exchanges with the upstream grid. However, the distribution system operator must account for the potential reduction in the CES system’s operational profit to incentivize the CES owner to participate in the flexibility enhancement program.</p><h2>Other Information</h2><p dir="ltr">Published in: IEEE Access<br>License: <a href="https://creativecommons.org/licenses/by/4.0/deed.en" target="_blank">https://creativecommons.org/licenses/by/4.0/</a><br>See article on publisher's website: <a href="https://dx.doi.org/10.1109/access.2024.3481155" target="_blank">https://dx.doi.org/10.1109/access.2024.3481155</a></p> |
| eu_rights_str_mv | openAccess |
| id | Manara2_af6fdebdf09b9795c95d948e2574e219 |
| identifier_str_mv | 10.1109/access.2024.3481155 |
| network_acronym_str | Manara2 |
| network_name_str | Manara2 |
| oai_identifier_str | oai:figshare.com:article/30094489 |
| publishDate | 2024 |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| rights_invalid_str_mv | CC BY 4.0 |
| spelling | A Stackelberg Game Theory Model for Integrated Community Energy Storage SystemsSobhan Dorahaki (20545670)S. M. Muyeen (14778337)Nima Amjady (8176431)EngineeringElectrical engineeringElectronics, sensors and digital hardwareBi-level optimizationcommunity energy storageenergy sharingflexibilityprosumerElectricityHVACCostsOptimizationInvestmentUncertaintyIndexesRenewable energy sourcesGame theoryPower system stability<p dir="ltr">The rise of distributed energy resources (DERs) in the energy landscape underscores the pivotal role of prosumers in the ongoing energy transition. With the significant investment required for individual energy storage (IES), community energy storage (CES) emerges as a key facilitator, enabling the smooth incorporation of renewable energy sources and strengthening grid flexibility. This paper explores the dynamic interplay between CES owners, who serve as key economic actors in local energy communities, and prosumers within these communities through a Stackelberg game framework. A bi-level optimization framework aimed at empowering CES systems is introduced to address the proposed Stackelberg game framework. At the upper level of this framework, the goal is to maximize the profit of the CES system while the flexibility limits of the upstream electricity grid and other constraints are addressed. On the other hand, individual prosumers at the lower level optimize their actions to minimize billing costs and enhance comfort in alignment with their preferences. The bi-level optimization problem is reformulated into a linear single-level optimization problem using the Karush-Kuhn-Tucker (KKT) approach. The results indicate that implementing flexibility constraints can effectively smooth energy exchanges with the upstream grid. However, the distribution system operator must account for the potential reduction in the CES system’s operational profit to incentivize the CES owner to participate in the flexibility enhancement program.</p><h2>Other Information</h2><p dir="ltr">Published in: IEEE Access<br>License: <a href="https://creativecommons.org/licenses/by/4.0/deed.en" target="_blank">https://creativecommons.org/licenses/by/4.0/</a><br>See article on publisher's website: <a href="https://dx.doi.org/10.1109/access.2024.3481155" target="_blank">https://dx.doi.org/10.1109/access.2024.3481155</a></p>2024-10-08T09:00:00ZTextJournal contributioninfo:eu-repo/semantics/publishedVersiontextcontribution to journal10.1109/access.2024.3481155https://figshare.com/articles/journal_contribution/A_Stackelberg_Game_Theory_Model_for_Integrated_Community_Energy_Storage_Systems/30094489CC BY 4.0info:eu-repo/semantics/openAccessoai:figshare.com:article/300944892024-10-08T09:00:00Z |
| spellingShingle | A Stackelberg Game Theory Model for Integrated Community Energy Storage Systems Sobhan Dorahaki (20545670) Engineering Electrical engineering Electronics, sensors and digital hardware Bi-level optimization community energy storage energy sharing flexibility prosumer Electricity HVAC Costs Optimization Investment Uncertainty Indexes Renewable energy sources Game theory Power system stability |
| status_str | publishedVersion |
| title | A Stackelberg Game Theory Model for Integrated Community Energy Storage Systems |
| title_full | A Stackelberg Game Theory Model for Integrated Community Energy Storage Systems |
| title_fullStr | A Stackelberg Game Theory Model for Integrated Community Energy Storage Systems |
| title_full_unstemmed | A Stackelberg Game Theory Model for Integrated Community Energy Storage Systems |
| title_short | A Stackelberg Game Theory Model for Integrated Community Energy Storage Systems |
| title_sort | A Stackelberg Game Theory Model for Integrated Community Energy Storage Systems |
| topic | Engineering Electrical engineering Electronics, sensors and digital hardware Bi-level optimization community energy storage energy sharing flexibility prosumer Electricity HVAC Costs Optimization Investment Uncertainty Indexes Renewable energy sources Game theory Power system stability |