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Challenges and Perspectives of Smart Grid Systems in Islands: A Real Case Study

Author

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  • Federico Succetti

    (Department of Information Engineering, Electronics and Telecommunications (DIET), University of Rome “La Sapienza”, Via Eudossiana 18, 00184 Rome, Italy)

  • Antonello Rosato

    (Department of Information Engineering, Electronics and Telecommunications (DIET), University of Rome “La Sapienza”, Via Eudossiana 18, 00184 Rome, Italy)

  • Rodolfo Araneo

    (Electrical Engineering Division of DIAAE, University of Rome “La Sapienza”, Via Eudossiana 18, 00184 Rome, Italy)

  • Gianfranco Di Lorenzo

    (Electrical Engineering Division of DIAAE, University of Rome “La Sapienza”, Via Eudossiana 18, 00184 Rome, Italy)

  • Massimo Panella

    (Department of Information Engineering, Electronics and Telecommunications (DIET), University of Rome “La Sapienza”, Via Eudossiana 18, 00184 Rome, Italy)

Abstract

Islands are facing significant challenges in meeting their energy needs in a sustainable, affordable, and reliable way. Traditionally, the primary source of electricity on the islands has been imported diesel fuel, with high financial costs for most utilities. In this context, even replacing part of the traditional production with renewable energy source can reduce costs and improve the quality of life of islanders. However, integrating large amounts of renewable energy production into existing grids introduces many concerns regarding feasibility, economic analysis, and technical implementation. From this point of view, machine learning and deep learning techniques are efficient tools to mitigate these problems. Their potential results are beneficial considering isolated grids of small islands which are not connected to the national grid. In this paper, a study of the Italian island of Ponza is carried out. The isolation leads to several challenges, such as the high cost related to the transport, installation, and maintenance of renewable energy sources in a small area with several constraints and their intermittent power production, which requires the use of storage systems for dispatching purposes. The proposed study aims to identify future developments of the electricity grid by considering the deployment of both renewable energy sources and energy storage systems. Furthermore, future scenarios are depicted through the use of autoregressive and deep learning techniques to give an idea about the economic costs of both energy demand and supply.

Suggested Citation

  • Federico Succetti & Antonello Rosato & Rodolfo Araneo & Gianfranco Di Lorenzo & Massimo Panella, 2023. "Challenges and Perspectives of Smart Grid Systems in Islands: A Real Case Study," Energies, MDPI, vol. 16(2), pages 1-37, January.
    • Handle: RePEc:gam:jeners:v:16:y:2023:i:2:p:583-:d:1024534
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    References listed on IDEAS

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    1. Rodrigues, R.B. & Mendes, V.M.F. & Catalão, J.P.S., 2011. "Protection of wind energy systems against the indirect effects of lightning," Renewable Energy, Elsevier, vol. 36(11), pages 2888-2896.
    2. Rosato, Antonello & Panella, Massimo & Andreotti, Amedeo & Mohammed, Osama A. & Araneo, Rodolfo, 2021. "Two-stage dynamic management in energy communities using a decision system based on elastic net regularization," Applied Energy, Elsevier, vol. 291(C).
    3. Shirley, Rebekah & Kammen, Daniel, 2013. "Renewable energy sector development in the Caribbean: Current trends and lessons from history," Energy Policy, Elsevier, vol. 57(C), pages 244-252.
    4. Brouwer, Anne Sjoerd & van den Broek, Machteld & Zappa, William & Turkenburg, Wim C. & Faaij, André, 2016. "Least-cost options for integrating intermittent renewables in low-carbon power systems," Applied Energy, Elsevier, vol. 161(C), pages 48-74.
    5. Xingning Han & Shiwu Liao & Xiaomeng Ai & Wei Yao & Jinyu Wen, 2017. "Determining the Minimal Power Capacity of Energy Storage to Accommodate Renewable Generation," Energies, MDPI, vol. 10(4), pages 1-17, April.
    6. Duic, Neven & Krajacic, Goran & da Graça Carvalho, Maria, 2008. "RenewIslands methodology for sustainable energy and resource planning for islands," Renewable and Sustainable Energy Reviews, Elsevier, vol. 12(4), pages 1032-1062, May.
    7. Weisser, Daniel, 2004. "On the economics of electricity consumption in small island developing states: a role for renewable energy technologies?," Energy Policy, Elsevier, vol. 32(1), pages 127-140, January.
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