IDEAS home Printed from https://ideas.repec.org/a/eee/energy/v299y2024ics0360544224011927.html
   My bibliography  Save this article

A novel strategy for real-time optimal scheduling of grid-tied microgrid considering load management and uncertainties

Author

Listed:
  • Hassaballah, E.G.
  • Keshta, H.E.
  • Abdel-Latif, K.M.
  • Ali, A.A.

Abstract

This paper proposes an efficient bi-level energy management strategy (EMS) to optimize the operation cost of a grid-connected microgrid, considering the system operational constraints and uncertainties for renewable energy sources and load demand. The first level is optimal day-ahead scheduling based on two stages: the first stage is finding the optimal operating points of sources during the next day while the second one is controllable loads management. The second level of the proposed EMS is rescheduling and updating the set-points of sources in real-time according to the actual solar irradiance, wind speed, load, and grid tariff. In this paper, a novel real-time strategy is proposed to keep the economic operation during real-time under uncertainties. Also, a recent meta-heuristic algorithm called Honey Badger Algorithm (HBA) is used to solve the problem of day-ahead scheduling of batteries, which is a complex constrained non-linear optimization problem. Results obtained demonstrate that the HBA based bi-level EMS provides the real-time optimal economic operation of a grid tied microgrid under uncertainties in weather, utility tariff and load forecasts.

Suggested Citation

  • Hassaballah, E.G. & Keshta, H.E. & Abdel-Latif, K.M. & Ali, A.A., 2024. "A novel strategy for real-time optimal scheduling of grid-tied microgrid considering load management and uncertainties," Energy, Elsevier, vol. 299(C).
    • Handle: RePEc:eee:energy:v:299:y:2024:i:c:s0360544224011927
    DOI: 10.1016/j.energy.2024.131419
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0360544224011927
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.energy.2024.131419?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Axel Gautier & Julien Jacqmin & Jean-Christophe Poudou, 2018. "The prosumers and the grid," Journal of Regulatory Economics, Springer, vol. 53(1), pages 100-126, February.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Wang, Chunling & Liu, Chunming & Zhou, Xiulin & Zhang, Gaoyuan, 2024. "Flexibility-based expansion planning of active distribution networks considering optimal operation of multi-community integrated energy systems," Energy, Elsevier, vol. 307(C).
    2. Gheouany, Saad & Ouadi, Hamid & El Bakali, Saida, 2024. "Optimal active and reactive energy management for a smart microgrid system under the Moroccan grid pricing code," Energy, Elsevier, vol. 306(C).
    3. Saleem, M.I. & Saha, S. & Izhar, U. & Ang, L., 2024. "Bi-Layer Model Predictive Control strategy for techno-economic operation of grid-connected microgrids," Renewable Energy, Elsevier, vol. 236(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Ahmed S. Alahmed & Lang Tong, 2022. "Integrating Distributed Energy Resources: Optimal Prosumer Decisions and Impacts of Net Metering Tariffs," Papers 2204.06115, arXiv.org, revised May 2022.
    2. Giulietti, Monica & Le Coq, Chloé & Willems, Bert & Anaya, Karim, 2019. "Smart Consumers in the Internet of Energy : Flexibility Markets & Services from Distributed Energy Resources," Other publications TiSEM 2edb43b5-bbd6-487d-abdf-7, Tilburg University, School of Economics and Management.
    3. Cambini, Carlo & Soroush, Golnoush, 2019. "Designing grid tariffs in the presence of distributed generation," Utilities Policy, Elsevier, vol. 61(C).
    4. Mohammed Abdullah H. Alshehri & Youguang Guo & Gang Lei, 2023. "Energy Management Strategies of Grid-Connected Microgrids under Different Reliability Conditions," Energies, MDPI, vol. 16(9), pages 1-22, May.
    5. Ali Darudi & Hannes Weigt, 2024. "Review and Assessment of Decarbonized Future Electricity Markets," Energies, MDPI, vol. 17(18), pages 1-38, September.
    6. Sai Bravo & Carole Haritchabalet, 2023. "Prosumers: Grid Storage vs Small Fuel-Cell," Working papers of Transitions Energétiques et Environnementales (TREE) hal-04119625, HAL.
    7. Ibrahim Abada, Andreas Ehrenmann, and Xavier Lambin, 2020. "On the Viability of Energy Communities," The Energy Journal, International Association for Energy Economics, vol. 0(Number 1).
    8. De Groote, Olivier & Gautier, Axel & Verboven, Frank, 2024. "The political economy of financing climate policy — Evidence from the solar PV subsidy programs," Resource and Energy Economics, Elsevier, vol. 77(C).
    9. Axel Gautier & Julien Jacqmin, 2020. "PV adoption: the role of distribution tariffs under net metering," Journal of Regulatory Economics, Springer, vol. 57(1), pages 53-73, February.
    10. Cortade, Thomas & Poudou, Jean-Christophe, 2022. "Peer-to-peer energy platforms: Incentives for prosuming," Energy Economics, Elsevier, vol. 109(C).
    11. Clastres, Cédric & Percebois, Jacques & Rebenaque, Olivier & Solier, Boris, 2019. "Cross subsidies across electricity network users from renewable self-consumption," Utilities Policy, Elsevier, vol. 59(C), pages 1-1.
    12. Boampong, Richard & Brown, David P., 2020. "On the benefits of behind-the-meter rooftop solar and energy storage: The importance of retail rate design," Energy Economics, Elsevier, vol. 86(C).
    13. Gunkel, Philipp Andreas & Kachirayil, Febin & Bergaentzlé, Claire-Marie & McKenna, Russell & Keles, Dogan & Jacobsen, Henrik Klinge, 2023. "Uniform taxation of electricity: incentives for flexibility and cost redistribution among household categories," Energy Economics, Elsevier, vol. 127(PB).
    14. Boccard, Nicolas & Gautier, Axel, 2021. "Solar rebound: The unintended consequences of subsidies," Energy Economics, Elsevier, vol. 100(C).
    15. Lu-Miao Li, Peng Zhou, and Wen Wen, 2023. "Distributed Renewable Energy Investment: The Effect of Time-of-Use Pricing," The Energy Journal, International Association for Energy Economics, vol. 0(Number 5).
    16. Liu, Jian & Ou, Meng & Sun, Xinyue & Chen, Jian & Mi, Chuanmin & Bo, Rui, 2022. "Implication of production tax credit on economic dispatch for electricity merchants with storage and wind farms," Applied Energy, Elsevier, vol. 308(C).
    17. Ansarin, Mohammad & Ghiassi-Farrokhfal, Yashar & Ketter, Wolfgang & Collins, John, 2022. "Economic inefficiencies of pricing distributed generation under novel tariff designs," Applied Energy, Elsevier, vol. 313(C).
    18. Javier Parra-Domínguez & Esteban Sánchez & Ángel Ordóñez, 2023. "The Prosumer: A Systematic Review of the New Paradigm in Energy and Sustainable Development," Sustainability, MDPI, vol. 15(13), pages 1-44, July.
    19. Axel Gautier & Julien Jacqmin & Jean-Christophe Poudou, 2023. "The Energy Community and the Grid," Working Papers hal-04032253, HAL.
    20. Fikru, Mahelet G., 2022. "Zero lost profit principle for solar compensation and its impact on bill savings," Applied Energy, Elsevier, vol. 326(C).

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:energy:v:299:y:2024:i:c:s0360544224011927. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/energy .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.