Development of new reliability metrics for microgrids: Integrating renewable energy sources and battery energy storage system
<p dir="ltr">Microgrids (MGs) are gaining popularity due to their ability to provide reliable and resilient power supply, especially when integrated with renewable energy sources (RESs) and battery energy storage systems (BESS). Reliability is a critical factor for MG owners and poli...
محفوظ في:
| المؤلف الرئيسي: | |
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| مؤلفون آخرون: | , |
| منشور في: |
2023
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| الموضوعات: | |
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إضافة وسم
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| _version_ | 1864513560137170944 |
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| author | Mohammadreza Gholami (17032317) |
| author2 | S.M. Muyeen (15746160) Soad Abokhamis Mousavi (17032320) |
| author2_role | author author |
| author_facet | Mohammadreza Gholami (17032317) S.M. Muyeen (15746160) Soad Abokhamis Mousavi (17032320) |
| author_role | author |
| dc.creator.none.fl_str_mv | Mohammadreza Gholami (17032317) S.M. Muyeen (15746160) Soad Abokhamis Mousavi (17032320) |
| dc.date.none.fl_str_mv | 2023-11-01T00:00:00Z |
| dc.identifier.none.fl_str_mv | 10.1016/j.egyr.2023.09.047 |
| dc.relation.none.fl_str_mv | https://figshare.com/articles/journal_contribution/Development_of_new_reliability_metrics_for_microgrids_Integrating_renewable_energy_sources_and_battery_energy_storage_system/24188307 |
| dc.rights.none.fl_str_mv | CC BY 4.0 info:eu-repo/semantics/openAccess |
| dc.subject.none.fl_str_mv | Engineering Electrical engineering Battery energy storage system Expected energy not supply Loss of load expectation Microgrid resiliency Microgrid reliability indices |
| dc.title.none.fl_str_mv | Development of new reliability metrics for microgrids: Integrating renewable energy sources and battery energy storage system |
| dc.type.none.fl_str_mv | Text Journal contribution info:eu-repo/semantics/publishedVersion text contribution to journal |
| description | <p dir="ltr">Microgrids (MGs) are gaining popularity due to their ability to provide reliable and resilient power supply, especially when integrated with renewable energy sources (RESs) and battery energy storage systems (BESS). Reliability is a critical factor for MG owners and policy makers. However, existing reliability indices such as loss of load expectation (LOLE) and expected energy not supplied (EENS) may not offer a comprehensive understanding of MG reliability and resiliency. To address this gap, this paper proposes three new indices for MGs to provide supplementary information on the performance of RESs: the Microgrid Resiliency Index (MRI), the Microgrid Renewable Energy Availability Index (MREAI), and the Microgrid Renewable Energy Energy Index (MREEI). The MRI assesses the MG’s ability to recover from interruptions, providing insights into its resiliency. The MREAI and MREEI offer additional information beyond LOLE and EENS, specifically highlighting the contribution of RESs to the availability and energy losses in the MG. These indices enable a more comprehensive assessment of MG reliability. The formulation for calculation of the indices are provided and applied to a MG with integrated solar photovoltaic (PV), wind turbine (WT), and BESS components. To evaluate the effectiveness of the proposed indices in providing supplementary information on resiliency and the contribution of RESs, various scenarios are examined. These scenarios include the impact of using BESS, changes in RES availability, and variations in RES output. The results demonstrate that the proposed indices effectively capture the contribution of RES to MG reliability and offer valuable insights for decision-making related to RES installation. Also, by integrating BESS, the contribution of RESs to outage hours and lost energy is effectively decreased from 89.41% and 87.41% to 32.69% and 28.94% respectively. Additionally, results highlight the substantial enhancement in the resiliency of the MG, which witnessed an impressive 68.43% improvement.</p><h2>Other Information</h2><p dir="ltr">Published in: Energy Reports<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.egyr.2023.09.047" target="_blank">https://dx.doi.org/10.1016/j.egyr.2023.09.047</a></p> |
| eu_rights_str_mv | openAccess |
| id | Manara2_2df6ae3a7a47c5d10183b26b6df28a71 |
| identifier_str_mv | 10.1016/j.egyr.2023.09.047 |
| network_acronym_str | Manara2 |
| network_name_str | Manara2 |
| oai_identifier_str | oai:figshare.com:article/24188307 |
| publishDate | 2023 |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| rights_invalid_str_mv | CC BY 4.0 |
| spelling | Development of new reliability metrics for microgrids: Integrating renewable energy sources and battery energy storage systemMohammadreza Gholami (17032317)S.M. Muyeen (15746160)Soad Abokhamis Mousavi (17032320)EngineeringElectrical engineeringBattery energy storage systemExpected energy not supplyLoss of load expectationMicrogrid resiliencyMicrogrid reliability indices<p dir="ltr">Microgrids (MGs) are gaining popularity due to their ability to provide reliable and resilient power supply, especially when integrated with renewable energy sources (RESs) and battery energy storage systems (BESS). Reliability is a critical factor for MG owners and policy makers. However, existing reliability indices such as loss of load expectation (LOLE) and expected energy not supplied (EENS) may not offer a comprehensive understanding of MG reliability and resiliency. To address this gap, this paper proposes three new indices for MGs to provide supplementary information on the performance of RESs: the Microgrid Resiliency Index (MRI), the Microgrid Renewable Energy Availability Index (MREAI), and the Microgrid Renewable Energy Energy Index (MREEI). The MRI assesses the MG’s ability to recover from interruptions, providing insights into its resiliency. The MREAI and MREEI offer additional information beyond LOLE and EENS, specifically highlighting the contribution of RESs to the availability and energy losses in the MG. These indices enable a more comprehensive assessment of MG reliability. The formulation for calculation of the indices are provided and applied to a MG with integrated solar photovoltaic (PV), wind turbine (WT), and BESS components. To evaluate the effectiveness of the proposed indices in providing supplementary information on resiliency and the contribution of RESs, various scenarios are examined. These scenarios include the impact of using BESS, changes in RES availability, and variations in RES output. The results demonstrate that the proposed indices effectively capture the contribution of RES to MG reliability and offer valuable insights for decision-making related to RES installation. Also, by integrating BESS, the contribution of RESs to outage hours and lost energy is effectively decreased from 89.41% and 87.41% to 32.69% and 28.94% respectively. Additionally, results highlight the substantial enhancement in the resiliency of the MG, which witnessed an impressive 68.43% improvement.</p><h2>Other Information</h2><p dir="ltr">Published in: Energy Reports<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.egyr.2023.09.047" target="_blank">https://dx.doi.org/10.1016/j.egyr.2023.09.047</a></p>2023-11-01T00:00:00ZTextJournal contributioninfo:eu-repo/semantics/publishedVersiontextcontribution to journal10.1016/j.egyr.2023.09.047https://figshare.com/articles/journal_contribution/Development_of_new_reliability_metrics_for_microgrids_Integrating_renewable_energy_sources_and_battery_energy_storage_system/24188307CC BY 4.0info:eu-repo/semantics/openAccessoai:figshare.com:article/241883072023-11-01T00:00:00Z |
| spellingShingle | Development of new reliability metrics for microgrids: Integrating renewable energy sources and battery energy storage system Mohammadreza Gholami (17032317) Engineering Electrical engineering Battery energy storage system Expected energy not supply Loss of load expectation Microgrid resiliency Microgrid reliability indices |
| status_str | publishedVersion |
| title | Development of new reliability metrics for microgrids: Integrating renewable energy sources and battery energy storage system |
| title_full | Development of new reliability metrics for microgrids: Integrating renewable energy sources and battery energy storage system |
| title_fullStr | Development of new reliability metrics for microgrids: Integrating renewable energy sources and battery energy storage system |
| title_full_unstemmed | Development of new reliability metrics for microgrids: Integrating renewable energy sources and battery energy storage system |
| title_short | Development of new reliability metrics for microgrids: Integrating renewable energy sources and battery energy storage system |
| title_sort | Development of new reliability metrics for microgrids: Integrating renewable energy sources and battery energy storage system |
| topic | Engineering Electrical engineering Battery energy storage system Expected energy not supply Loss of load expectation Microgrid resiliency Microgrid reliability indices |