IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v16y2024i7p2741-d1364296.html
   My bibliography  Save this article

Estimation of Energy Distribution Coefficients in Collective Self-Consumption Using Meta-Heuristic Optimization Techniques

Author

Listed:
  • Joan Tomàs Villalonga Palou

    (Department of Electrical Engineering, University of Seville, 41092 Seville, Spain)

  • Javier Serrano González

    (Department of Electrical Engineering, University of Seville, 41092 Seville, Spain)

  • Jesús Manuel Riquelme Santos

    (Department of Electrical Engineering, University of Seville, 41092 Seville, Spain
    EnGreen Laboratory of Engineering for Energy and Environmental Sustainability, University of Seville, 41092 Seville, Spain)

Abstract

The expansion of collective self-consumption is set to be a fundamental pillar for the development of energy-positive communities. In Spain, the regulation establishes an allocation scheme of self-consumed and surplus energy among the participants, based on distribution coefficients. This implies that the members of the self-consumption community must decide (or otherwise are assigned by default, according to the criteria established in the regulation) the distribution coefficients assigned to each of the consumers for the allocation of the distribution of the energy generated by the self-consumption system, as well as for the allocation of the surpluses. In this paper, the behavior of several algorithms based on heuristic techniques will be analyzed, with the aim of achieving an adequate economic optimization focused on obtaining the distribution coefficients that maximize the net present value (NPV) of the collective installation (according to the annual savings from the implementation of the self-consumption facility, compared to conventional consumption). The modeling of the problem is performed under fully realistic conditions, considering hourly consumption data, electricity prices for domestic consumers and irradiation and photovoltaic production. The results obtained show a clear improvement in the economic performance of the plant by optimizing the distribution coefficients, compared to the standard approach corresponding to the default coefficients established in the regulatory framework.

Suggested Citation

  • Joan Tomàs Villalonga Palou & Javier Serrano González & Jesús Manuel Riquelme Santos, 2024. "Estimation of Energy Distribution Coefficients in Collective Self-Consumption Using Meta-Heuristic Optimization Techniques," Sustainability, MDPI, vol. 16(7), pages 1-20, March.
    • Handle: RePEc:gam:jsusta:v:16:y:2024:i:7:p:2741-:d:1364296
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/16/7/2741/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2071-1050/16/7/2741/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Roberts, Mike B. & Sharma, Arijit & MacGill, Iain, 2022. "Efficient, effective and fair allocation of costs and benefits in residential energy communities deploying shared photovoltaics," Applied Energy, Elsevier, vol. 305(C).
    2. Li, Na & Okur, Özge, 2023. "Economic analysis of energy communities: Investment options and cost allocation," Applied Energy, Elsevier, vol. 336(C).
    3. D'Adamo, Idiano & Gastaldi, Massimo & Morone, Piergiuseppe, 2022. "Solar collective self-consumption: Economic analysis of a policy mix," Ecological Economics, Elsevier, vol. 199(C).
    Full references (including those not matched with items on IDEAS)

    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. D'Adamo, Idiano & Mammetti, Marco & Ottaviani, Dario & Ozturk, Ilhan, 2023. "Photovoltaic systems and sustainable communities: New social models for ecological transition. The impact of incentive policies in profitability analyses," Renewable Energy, Elsevier, vol. 202(C), pages 1291-1304.
    2. Li, Na & Okur, Özge, 2023. "Economic analysis of energy communities: Investment options and cost allocation," Applied Energy, Elsevier, vol. 336(C).
    3. Ana Ogando-Martínez & Xela García-Santiago & Saúl Díaz García & Fernando Echevarría Camarero & Gonzalo Blázquez Gil & Pablo Carrasco Ortega, 2023. "Optimization of Energy Allocation Strategies in Spanish Collective Self-Consumption Photovoltaic Systems," Sustainability, MDPI, vol. 15(12), pages 1-17, June.
    4. D'Adamo, Idiano & Gastaldi, Massimo & Morone, Piergiuseppe & Ozturk, Ilhan, 2022. "Economics and policy implications of residential photovoltaic systems in Italy's developed market," Utilities Policy, Elsevier, vol. 79(C).
    5. Sirviö, Katja & Motta, Sergio & Rauma, Kalle & Evens, Corentin, 2024. "Multi-level functional analysis of developing prosumers and energy communities with value creation framework," Applied Energy, Elsevier, vol. 368(C).
    6. Nuñez-Jimenez, Alejandro & Mehta, Prakhar & Griego, Danielle, 2023. "Let it grow: How community solar policy can increase PV adoption in cities," Energy Policy, Elsevier, vol. 175(C).
    7. Gabriele Volpato & Gianluca Carraro & Enrico Dal Cin & Sergio Rech, 2024. "On the Different Fair Allocations of Economic Benefits for Energy Communities," Energies, MDPI, vol. 17(19), pages 1-26, September.
    8. Barone, G. & Buonomano, A. & Cipolla, G. & Forzano, C. & Giuzio, G.F. & Russo, G., 2024. "Designing aggregation criteria for end-users integration in energy communities: Energy and economic optimisation based on hybrid neural networks models," Applied Energy, Elsevier, vol. 371(C).
    9. Poshnath, Aravind & Rismanchi, Behzad & Rajabifard, Abbas, 2023. "Adoption of Renewable Energy Systems in common properties of multi-owned buildings: Introduction of ‘Energy Entitlement’," Energy Policy, Elsevier, vol. 174(C).
    10. Best, Rohan & Marrone, Mauricio & Linnenluecke, Martina, 2023. "Meta-analysis of the role of equity dimensions in household solar panel adoption," Ecological Economics, Elsevier, vol. 206(C).
    11. Gjorgievski, Vladimir Z. & Velkovski, Bodan & Francesco Demetrio, Minuto & Cundeva, Snezana & Markovska, Natasa, 2023. "Energy sharing in European renewable energy communities: Impact of regulated charges," Energy, Elsevier, vol. 281(C).
    12. Di Foggia, Giacomo & Beccarello, Massimo, 2024. "Designing New Energy Markets to Promote Renewables," MPRA Paper 121783, University Library of Munich, Germany.
    13. Luka Budin & Ninoslav Holjevac & Matija Zidar & Marko Delimar, 2023. "PV Sizing and Investment Support Tool for Household Installations: A Case Study for Croatia," Sustainability, MDPI, vol. 15(16), pages 1-21, August.
    14. Sara Mohammadi & Frank Eliassen & Hans-Arno Jacobsen, 2023. "Applying Energy Justice Principles to Renewable Energy Trading and Allocation in Multi-Unit Buildings," Energies, MDPI, vol. 16(3), pages 1-25, January.
    15. Dasí-Crespo, Daniel & Roldán-Blay, Carlos & Escrivá-Escrivá, Guillermo & Roldán-Porta, Carlos, 2023. "Evaluation of the Spanish regulation on self-consumption photovoltaic installations. A case study based on a rural municipality in Spain," Renewable Energy, Elsevier, vol. 204(C), pages 788-802.
    16. Blumberga, Andra & Pakere, Ieva & Bohvalovs, Ģirts & Brakovska, Vita & Vanaga, Ruta & Spurins, Uldis & Klasons, Gints & Celmins, Viesturs & Blumberga, Dagnija, 2024. "Impact of the 2022 energy crisis on energy transition awareness in Latvia," Energy, Elsevier, vol. 306(C).
    17. Nykyri, Mikko & Kärkkäinen, Tommi J. & Levikari, Saku & Honkapuro, Samuli & Annala, Salla & Silventoinen, Pertti, 2022. "Blockchain-based balance settlement ledger for energy communities in open electricity markets," Energy, Elsevier, vol. 253(C).
    18. Rezaeimozafar, Mostafa & Monaghan, Rory F.D. & Barrett, Enda & Duffy, Maeve, 2022. "A review of behind-the-meter energy storage systems in smart grids," Renewable and Sustainable Energy Reviews, Elsevier, vol. 164(C).
    19. Joana Calado Martins & Manuel Duarte Pinheiro, 2024. "Energy Communities and Electric Mobility as a Win–Win Solution in Built Environment," Energies, MDPI, vol. 17(12), pages 1-24, June.
    20. Domenig, Christoph & Scheller, Fabian & Gunkel, Phillipp Andreas & Hermann, Julian & Bergaentzlé, Claire-Marie & Lopes, Marta A.R. & Barnes, Jake & McKenna, Russell, 2024. "Overcoming the landlord–tenant dilemma: A techno-economic assessment of collective self-consumption for European multi-family buildings," Energy Policy, Elsevier, vol. 189(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:gam:jsusta:v:16:y:2024:i:7:p:2741-:d:1364296. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.