Modeling the risk-based decisions of the microgrid in day-ahead energy and reserve markets considering stochastic dispatching of electrical and thermal energy storages
<p>In this paper, the electrical and thermal energy management problem of a micro-grid operator (MGO) is addressed under uncertainties aiming at participating in the day-ahead energy and reserve markets. For this purpose, a robust two-stage stochastic model is developed to protect the first st...
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| مؤلفون آخرون: | , , , |
| منشور في: |
2022
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| الموضوعات: | |
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إضافة وسم
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| _version_ | 1864513548756975616 |
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| author | Salah Bahramara (21347576) |
| author2 | Saman Shahrokhi (21347579) Pouria Sheikhahmadi (21347582) Rahmat Khezri (21347585) S.M Muyeen (20888042) |
| author2_role | author author author author |
| author_facet | Salah Bahramara (21347576) Saman Shahrokhi (21347579) Pouria Sheikhahmadi (21347582) Rahmat Khezri (21347585) S.M Muyeen (20888042) |
| author_role | author |
| dc.creator.none.fl_str_mv | Salah Bahramara (21347576) Saman Shahrokhi (21347579) Pouria Sheikhahmadi (21347582) Rahmat Khezri (21347585) S.M Muyeen (20888042) |
| dc.date.none.fl_str_mv | 2022-03-03T06:00:00Z |
| dc.identifier.none.fl_str_mv | 10.1016/j.ecmx.2022.100201 |
| dc.relation.none.fl_str_mv | https://figshare.com/articles/journal_contribution/Modeling_the_risk-based_decisions_of_the_microgrid_in_day-ahead_energy_and_reserve_markets_considering_stochastic_dispatching_of_electrical_and_thermal_energy_storages/29045051 |
| dc.rights.none.fl_str_mv | CC BY 4.0 info:eu-repo/semantics/openAccess |
| dc.subject.none.fl_str_mv | Engineering Electrical engineering Engineering practice and education Electrical and thermal energy storages Energy and reserve markets Renewable energy sources Robust two-stage stochastic model Micro-grids |
| dc.title.none.fl_str_mv | Modeling the risk-based decisions of the microgrid in day-ahead energy and reserve markets considering stochastic dispatching of electrical and thermal energy storages |
| dc.type.none.fl_str_mv | Text Journal contribution info:eu-repo/semantics/publishedVersion text contribution to journal |
| description | <p>In this paper, the electrical and thermal energy management problem of a micro-grid operator (MGO) is addressed under uncertainties aiming at participating in the day-ahead energy and reserve markets. For this purpose, a robust two-stage stochastic model is developed to protect the first stage MGO’s decisions, i.e., its bids in the energy and reserve markets, against the uncertainty of the real-time energy market price. This is done through stochastic dispatching of the MG resources which includes the electrical and thermal energy storages and the combined heat and power unit as the second-stage decisions. The results showed that the MGO’s expected total cost decreases when it participates in both the energy market and the reserve market in comparison with the case it only participates in the energy market. Also, the risk-based behavior of the MGO showed that increasing the robust parameter decreases the reserve provided for the market and the net power trading with the market. However, the proposed robust two-stage stochastic model leads to a smaller reduction of the MGO’s first-stage decisions in the worst case in comparison with the conventional methods, i.e. deterministic and probabilistic ones. This issue proves the effectiveness of the proposed approach to protect the MGO’s decisions against the uncertainties.</p><h2>Other Information</h2> <p> Published in: Energy Conversion and Management: X<br> License: <a href="http://creativecommons.org/licenses/by/4.0/" target="_blank">http://creativecommons.org/licenses/by/4.0/</a><br>See article on publisher's website: <a href="https://dx.doi.org/10.1016/j.ecmx.2022.100201" target="_blank">https://dx.doi.org/10.1016/j.ecmx.2022.100201</a></p> |
| eu_rights_str_mv | openAccess |
| id | Manara2_dd01ce6522b7266bf77ef0d13f2816ab |
| identifier_str_mv | 10.1016/j.ecmx.2022.100201 |
| network_acronym_str | Manara2 |
| network_name_str | Manara2 |
| oai_identifier_str | oai:figshare.com:article/29045051 |
| publishDate | 2022 |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| rights_invalid_str_mv | CC BY 4.0 |
| spelling | Modeling the risk-based decisions of the microgrid in day-ahead energy and reserve markets considering stochastic dispatching of electrical and thermal energy storagesSalah Bahramara (21347576)Saman Shahrokhi (21347579)Pouria Sheikhahmadi (21347582)Rahmat Khezri (21347585)S.M Muyeen (20888042)EngineeringElectrical engineeringEngineering practice and educationElectrical and thermal energy storagesEnergy and reserve marketsRenewable energy sourcesRobust two-stage stochastic modelMicro-grids<p>In this paper, the electrical and thermal energy management problem of a micro-grid operator (MGO) is addressed under uncertainties aiming at participating in the day-ahead energy and reserve markets. For this purpose, a robust two-stage stochastic model is developed to protect the first stage MGO’s decisions, i.e., its bids in the energy and reserve markets, against the uncertainty of the real-time energy market price. This is done through stochastic dispatching of the MG resources which includes the electrical and thermal energy storages and the combined heat and power unit as the second-stage decisions. The results showed that the MGO’s expected total cost decreases when it participates in both the energy market and the reserve market in comparison with the case it only participates in the energy market. Also, the risk-based behavior of the MGO showed that increasing the robust parameter decreases the reserve provided for the market and the net power trading with the market. However, the proposed robust two-stage stochastic model leads to a smaller reduction of the MGO’s first-stage decisions in the worst case in comparison with the conventional methods, i.e. deterministic and probabilistic ones. This issue proves the effectiveness of the proposed approach to protect the MGO’s decisions against the uncertainties.</p><h2>Other Information</h2> <p> Published in: Energy Conversion and Management: X<br> License: <a href="http://creativecommons.org/licenses/by/4.0/" target="_blank">http://creativecommons.org/licenses/by/4.0/</a><br>See article on publisher's website: <a href="https://dx.doi.org/10.1016/j.ecmx.2022.100201" target="_blank">https://dx.doi.org/10.1016/j.ecmx.2022.100201</a></p>2022-03-03T06:00:00ZTextJournal contributioninfo:eu-repo/semantics/publishedVersiontextcontribution to journal10.1016/j.ecmx.2022.100201https://figshare.com/articles/journal_contribution/Modeling_the_risk-based_decisions_of_the_microgrid_in_day-ahead_energy_and_reserve_markets_considering_stochastic_dispatching_of_electrical_and_thermal_energy_storages/29045051CC BY 4.0info:eu-repo/semantics/openAccessoai:figshare.com:article/290450512022-03-03T06:00:00Z |
| spellingShingle | Modeling the risk-based decisions of the microgrid in day-ahead energy and reserve markets considering stochastic dispatching of electrical and thermal energy storages Salah Bahramara (21347576) Engineering Electrical engineering Engineering practice and education Electrical and thermal energy storages Energy and reserve markets Renewable energy sources Robust two-stage stochastic model Micro-grids |
| status_str | publishedVersion |
| title | Modeling the risk-based decisions of the microgrid in day-ahead energy and reserve markets considering stochastic dispatching of electrical and thermal energy storages |
| title_full | Modeling the risk-based decisions of the microgrid in day-ahead energy and reserve markets considering stochastic dispatching of electrical and thermal energy storages |
| title_fullStr | Modeling the risk-based decisions of the microgrid in day-ahead energy and reserve markets considering stochastic dispatching of electrical and thermal energy storages |
| title_full_unstemmed | Modeling the risk-based decisions of the microgrid in day-ahead energy and reserve markets considering stochastic dispatching of electrical and thermal energy storages |
| title_short | Modeling the risk-based decisions of the microgrid in day-ahead energy and reserve markets considering stochastic dispatching of electrical and thermal energy storages |
| title_sort | Modeling the risk-based decisions of the microgrid in day-ahead energy and reserve markets considering stochastic dispatching of electrical and thermal energy storages |
| topic | Engineering Electrical engineering Engineering practice and education Electrical and thermal energy storages Energy and reserve markets Renewable energy sources Robust two-stage stochastic model Micro-grids |