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Optimal ATECO-Based Clustering and Photovoltaic System Sizing for Industrial Users in Renewable Energy Communities

Author

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  • Nicola Blasuttigh

    (Department of Engineering and Architecture, and Center for Energy, Environment and Transport Giacomo Ciamician, University of Trieste, 34127 Trieste, Italy)

  • Simone Negri

    (Department of Electronics, Information and Bioengineering, Politecnico di Milano, 20133 Milano, Italy)

  • Alessandro Massi Pavan

    (Department of Engineering and Architecture, and Center for Energy, Environment and Transport Giacomo Ciamician, University of Trieste, 34127 Trieste, Italy)

Abstract

This paper presents a new approach to optimize the clustering of industrial users and to determine the appropriate size of photovoltaic (PV) systems in renewable energy communities (RECs). By combining data including each company’s energy consumption profiles based on its ATECO classification, existing and installable PV capacity, electricity purchase and sale costs, REC incentives, and PV installation costs, the proposed algorithm identifies the optimal clustering of industrial users to form an economically efficient REC. Additionally, the optimal PV capacity for each member is evaluated, taking into account potential constraints of the available area. As a whole, the proposed algorithm can determine which cluster of companies maximizes the REC net present value ( N P V ) without compromising the payback time ( P B T ), providing a strategic framework and aid for improving the economic performance of industrial RECs, correctly sizing the community and ensuring that PV installation and investment yields the greatest possible financial and social benefits. From the analysis of the considered case studies, it appears that the proposed clustering and sizing method allows, for the REC as a whole, for an increase in the NPV from a minimum of about 25% with no change in P B T , up to about 75% in the case of a change in P B T of up to 5 years.

Suggested Citation

  • Nicola Blasuttigh & Simone Negri & Alessandro Massi Pavan, 2025. "Optimal ATECO-Based Clustering and Photovoltaic System Sizing for Industrial Users in Renewable Energy Communities," Energies, MDPI, vol. 18(4), pages 1-29, February.
    • Handle: RePEc:gam:jeners:v:18:y:2025:i:4:p:763-:d:1585610
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    1. Francesca Ceglia & Elisa Marrasso & Carlo Roselli & Maurizio Sasso & Guido Coletta & Luigi Pellegrino, 2022. "Biomass-Based Renewable Energy Community: Economic Analysis of a Real Case Study," Energies, MDPI, vol. 15(15), pages 1-24, August.
    2. Sofia Agostinelli & Mehdi Neshat & Meysam Majidi Nezhad & Giuseppe Piras & Davide Astiaso Garcia, 2022. "Integrating Renewable Energy Sources in Italian Port Areas towards Renewable Energy Communities," Sustainability, MDPI, vol. 14(21), pages 1-18, October.
    3. Bianchi, F.R. & Bosio, B. & Conte, F. & Massucco, S. & Mosaico, G. & Natrella, G. & Saviozzi, M., 2023. "Modelling and optimal management of renewable energy communities using reversible solid oxide cells," Applied Energy, Elsevier, vol. 334(C).
    4. Haji Bashi, Mazaher & De Tommasi, Luciano & Le Cam, Andreea & Relaño, Lorena Sánchez & Lyons, Padraig & Mundó, Joana & Pandelieva-Dimova, Ivanka & Schapp, Henrik & Loth-Babut, Karolina & Egger, Christ, 2023. "A review and mapping exercise of energy community regulatory challenges in European member states based on a survey of collective energy actors," Renewable and Sustainable Energy Reviews, Elsevier, vol. 172(C).
    5. Anissa Nurdiawati & Frauke Urban, 2021. "Towards Deep Decarbonisation of Energy-Intensive Industries: A Review of Current Status, Technologies and Policies," Energies, MDPI, vol. 14(9), pages 1-33, April.
    6. Francesca Ceglia & Elisa Marrasso & Chiara Martone & Giovanna Pallotta & Carlo Roselli & Maurizio Sasso, 2023. "Towards the Decarbonization of Industrial Districts through Renewable Energy Communities: Techno-Economic Feasibility of an Italian Case Study," Energies, MDPI, vol. 16(6), pages 1-23, March.
    7. Bruno Canizes & João Costa & Diego Bairrão & Zita Vale, 2023. "Local Renewable Energy Communities: Classification and Sizing," Energies, MDPI, vol. 16(5), pages 1-26, March.
    8. Sousa, Jorge & Lagarto, João & Camus, Cristina & Viveiros, Carla & Barata, Filipe & Silva, Pedro & Alegria, Ricardo & Paraíba, Orlando, 2023. "Renewable energy communities optimal design supported by an optimization model for investment in PV/wind capacity and renewable electricity sharing," Energy, Elsevier, vol. 283(C).
    9. Sorknæs, Peter & Johannsen, Rasmus M. & Korberg, Andrei D. & Nielsen, Tore B. & Petersen, Uni R. & Mathiesen, Brian V., 2022. "Electrification of the industrial sector in 100% renewable energy scenarios," Energy, Elsevier, vol. 254(PB).
    10. Houben, Nikolaus & Cosic, Armin & Stadler, Michael & Mansoor, Muhammad & Zellinger, Michael & Auer, Hans & Ajanovic, Amela & Haas, Reinhard, 2023. "Optimal dispatch of a multi-energy system microgrid under uncertainty: A renewable energy community in Austria," Applied Energy, Elsevier, vol. 337(C).
    11. Fais, Birgit & Sabio, Nagore & Strachan, Neil, 2016. "The critical role of the industrial sector in reaching long-term emission reduction, energy efficiency and renewable targets," Applied Energy, Elsevier, vol. 162(C), pages 699-712.
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