An Economic Dispatch for a Shared Energy Storage System Using MILP Optimization: A Case Study of a Moroccan Microgrid
Energy storage systems are an effective solution to manage the intermittency of renewable energies, balance supply, and demand. Numerous studies recommend adopting a shared energy storage system (ESS) as opposed to multiple single ESSs because of their high prices and inefficiency. Thus, this study...
| Published in: | Energies |
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| Main Authors: | , , , , , , , |
| Format: | Article |
| Language: | English |
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MDPI AG
2023-06-01
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| Online Access: | https://www.mdpi.com/1996-1073/16/12/4601 |
| _version_ | 1851892555180933120 |
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| author | Bouthaina El Barkouki Mohamed Laamim Abdelilah Rochd Jae-won Chang Aboubakr Benazzouz Mohammed Ouassaid Moses Kang Hakgeun Jeong |
| author_facet | Bouthaina El Barkouki Mohamed Laamim Abdelilah Rochd Jae-won Chang Aboubakr Benazzouz Mohammed Ouassaid Moses Kang Hakgeun Jeong |
| author_sort | Bouthaina El Barkouki |
| collection | DOAJ |
| container_title | Energies |
| description | Energy storage systems are an effective solution to manage the intermittency of renewable energies, balance supply, and demand. Numerous studies recommend adopting a shared energy storage system (ESS) as opposed to multiple single ESSs because of their high prices and inefficiency. Thus, this study examines a shared storage system in a grid-connected microgrid. By modifying the power outputs of the energy resources, this work intends to implement an economic dispatch of a shared ESS in order to satisfy the power balance and lower the overall cost of electricity. In this context, an optimization problem was formulated and developed using a mixed-integer linear programming (MILP) model. Furthermore, a pilot project (the Solar Decathlon Africa Village) in the Green & Smart Building Park (GSBP), Benguerir, Morocco, was employed to evaluate and verify the proposed approach. Some comparable scenarios were therefore run in a MATLAB environment. The collected findings demonstrate the efficacy of the developed algorithm in terms of optimizing energy cost reductions and enhancing the integration of renewable resources into the Moroccan energy mix. |
| format | Article |
| id | doaj-art-e60cee01cbcc4e94a7b8a5394b33a00b |
| institution | Directory of Open Access Journals |
| issn | 1996-1073 |
| language | English |
| publishDate | 2023-06-01 |
| publisher | MDPI AG |
| record_format | Article |
| spelling | doaj-art-e60cee01cbcc4e94a7b8a5394b33a00b2025-08-19T22:09:02ZengMDPI AGEnergies1996-10732023-06-011612460110.3390/en16124601An Economic Dispatch for a Shared Energy Storage System Using MILP Optimization: A Case Study of a Moroccan MicrogridBouthaina El Barkouki0Mohamed Laamim1Abdelilah Rochd2Jae-won Chang3Aboubakr Benazzouz4Mohammed Ouassaid5Moses Kang6Hakgeun Jeong7Green Energy Park, Regional Road Kelaa Km 3, R206, Benguerir 43150, MoroccoGreen Energy Park, Regional Road Kelaa Km 3, R206, Benguerir 43150, MoroccoGreen Energy Park, Regional Road Kelaa Km 3, R206, Benguerir 43150, MoroccoKorea Institute of Energy Research, 152 Gajeong-ro, Yuseong-gu, Daejeon 34129, Republic of KoreaGreen Energy Park, Regional Road Kelaa Km 3, R206, Benguerir 43150, MoroccoEngineering for Smart and Sustainable Systems Research Centre, Mohammadia School of Engineers, Mohammed V University in Rabat, Rabat 10090, MoroccoKorea Institute of Energy Research, 152 Gajeong-ro, Yuseong-gu, Daejeon 34129, Republic of KoreaKorea Institute of Energy Research, 152 Gajeong-ro, Yuseong-gu, Daejeon 34129, Republic of KoreaEnergy storage systems are an effective solution to manage the intermittency of renewable energies, balance supply, and demand. Numerous studies recommend adopting a shared energy storage system (ESS) as opposed to multiple single ESSs because of their high prices and inefficiency. Thus, this study examines a shared storage system in a grid-connected microgrid. By modifying the power outputs of the energy resources, this work intends to implement an economic dispatch of a shared ESS in order to satisfy the power balance and lower the overall cost of electricity. In this context, an optimization problem was formulated and developed using a mixed-integer linear programming (MILP) model. Furthermore, a pilot project (the Solar Decathlon Africa Village) in the Green & Smart Building Park (GSBP), Benguerir, Morocco, was employed to evaluate and verify the proposed approach. Some comparable scenarios were therefore run in a MATLAB environment. The collected findings demonstrate the efficacy of the developed algorithm in terms of optimizing energy cost reductions and enhancing the integration of renewable resources into the Moroccan energy mix.https://www.mdpi.com/1996-1073/16/12/4601shared energy storage systemenergy management systemeconomic dispatchmicrogridsmixed-integer linear programmingpower system |
| spellingShingle | Bouthaina El Barkouki Mohamed Laamim Abdelilah Rochd Jae-won Chang Aboubakr Benazzouz Mohammed Ouassaid Moses Kang Hakgeun Jeong An Economic Dispatch for a Shared Energy Storage System Using MILP Optimization: A Case Study of a Moroccan Microgrid shared energy storage system energy management system economic dispatch microgrids mixed-integer linear programming power system |
| title | An Economic Dispatch for a Shared Energy Storage System Using MILP Optimization: A Case Study of a Moroccan Microgrid |
| title_full | An Economic Dispatch for a Shared Energy Storage System Using MILP Optimization: A Case Study of a Moroccan Microgrid |
| title_fullStr | An Economic Dispatch for a Shared Energy Storage System Using MILP Optimization: A Case Study of a Moroccan Microgrid |
| title_full_unstemmed | An Economic Dispatch for a Shared Energy Storage System Using MILP Optimization: A Case Study of a Moroccan Microgrid |
| title_short | An Economic Dispatch for a Shared Energy Storage System Using MILP Optimization: A Case Study of a Moroccan Microgrid |
| title_sort | economic dispatch for a shared energy storage system using milp optimization a case study of a moroccan microgrid |
| topic | shared energy storage system energy management system economic dispatch microgrids mixed-integer linear programming power system |
| url | https://www.mdpi.com/1996-1073/16/12/4601 |
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