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Dynamic, multi-objective optimal design and operation of water-energy systems for small, off-grid islands

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  • Giudici, Federico
  • Castelletti, Andrea
  • Garofalo, Elisabetta
  • Giuliani, Matteo
  • Maier, Holger R.

Abstract

Small Mediterranean islands are remote, off-grid communities characterized by carbon intensive electricity systems coupled with high energy consuming desalination technologies to produce potable water. The aim of this study is to propose a novel dynamic, multi-objective optimization approach for improving the sustainability of small islands through the introduction of renewable energy sources. The main contributions of our approach include: (i) dynamic modelling of desalination plant operations, (ii) joint optimization of system design and operations, (iii) multi-objective optimization to explore trade-offs between potentially conflicting objectives. We test our approach on the real case study of the Italian Ustica island by means of a comparative analysis with a traditional non-dynamic, least cost optimization approach. Numerical results show the effectiveness of our approach in identifying optimal system configurations, which outperform the traditional design with respect to different sustainability indicators, limiting the structural interventions, the investment costs and the environmental impacts. In particular, the optimal dynamic solutions able to satisfy the whole water demand allow high levels of penetration of renewable energy sources (up to more than 40%) to be reached, reducing the net present cost by about 2–3 M€ and the CO2 emissions by more than 200 tons/y.

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  • Giudici, Federico & Castelletti, Andrea & Garofalo, Elisabetta & Giuliani, Matteo & Maier, Holger R., 2019. "Dynamic, multi-objective optimal design and operation of water-energy systems for small, off-grid islands," Applied Energy, Elsevier, vol. 250(C), pages 605-616.
    • Handle: RePEc:eee:appene:v:250:y:2019:i:c:p:605-616
    DOI: 10.1016/j.apenergy.2019.05.084
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    1. Setiawan, Ahmad Agus & Zhao, Yu & Nayar, Chem. V., 2009. "Design, economic analysis and environmental considerations of mini-grid hybrid power system with reverse osmosis desalination plant for remote areas," Renewable Energy, Elsevier, vol. 34(2), pages 374-383.
    2. Shaahid, S.M. & Elhadidy, M.A., 2007. "Technical and economic assessment of grid-independent hybrid photovoltaic-diesel-battery power systems for commercial loads in desert environments," Renewable and Sustainable Energy Reviews, Elsevier, vol. 11(8), pages 1794-1810, October.
    3. Weiqiang Dong & Yanjun Li & Ji Xiang, 2016. "Optimal Sizing of a Stand-Alone Hybrid Power System Based on Battery/Hydrogen with an Improved Ant Colony Optimization," Energies, MDPI, vol. 9(10), pages 1-17, September.
    4. Hamiche, Ait Mimoune & Stambouli, Amine Boudghene & Flazi, Samir, 2016. "A review of the water-energy nexus," Renewable and Sustainable Energy Reviews, Elsevier, vol. 65(C), pages 319-331.
    5. Rehman, S. & El-Amin, I.M. & Ahmad, F. & Shaahid, S.M. & Al-Shehri, A.M. & Bakhashwain, J.M. & Shash, A., 2007. "Feasibility study of hybrid retrofits to an isolated off-grid diesel power plant," Renewable and Sustainable Energy Reviews, Elsevier, vol. 11(4), pages 635-653, May.
    6. Santhosh, Apoorva & Farid, Amro M. & Youcef-Toumi, Kamal, 2014. "Real-time economic dispatch for the supply side of the energy-water nexus," Applied Energy, Elsevier, vol. 122(C), pages 42-52.
    7. Segurado, R. & Madeira, J.F.A. & Costa, M. & Duić, N. & Carvalho, M.G., 2016. "Optimization of a wind powered desalination and pumped hydro storage system," Applied Energy, Elsevier, vol. 177(C), pages 487-499.
    8. Lubega, William N. & Farid, Amro M., 2014. "Quantitative engineering systems modeling and analysis of the energy–water nexus," Applied Energy, Elsevier, vol. 135(C), pages 142-157.
    9. John K. Kaldellis & Kosmas A. Kavadias & Emilia Kondili, 2006. "Energy and clean water coproduction in remote islands to face the intermittent character of wind energy," International Journal of Global Energy Issues, Inderscience Enterprises Ltd, vol. 25(3/4), pages 298-312.
    10. Yang, Hongxing & Wei, Zhou & Chengzhi, Lou, 2009. "Optimal design and techno-economic analysis of a hybrid solar-wind power generation system," Applied Energy, Elsevier, vol. 86(2), pages 163-169, February.
    11. Erdinc, O. & Uzunoglu, M., 2012. "Optimum design of hybrid renewable energy systems: Overview of different approaches," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(3), pages 1412-1425.
    12. Clarke, Daniel P. & Al-Abdeli, Yasir M. & Kothapalli, Ganesh, 2015. "Multi-objective optimisation of renewable hybrid energy systems with desalination," Energy, Elsevier, vol. 88(C), pages 457-468.
    13. Calbert H. Douglas, 2006. "Small island states and territories: sustainable development issues and strategies - challenges for changing islands in a changing world," Sustainable Development, John Wiley & Sons, Ltd., vol. 14(2), pages 75-80.
    14. Scott, Christopher A. & Pierce, Suzanne A. & Pasqualetti, Martin J. & Jones, Alice L. & Montz, Burrell E. & Hoover, Joseph H., 2011. "Policy and institutional dimensions of the water-energy nexus," Energy Policy, Elsevier, vol. 39(10), pages 6622-6630, October.
    15. Singal, S.K. & Varun, & Singh, R.P., 2007. "Rural electrification of a remote island by renewable energy sources," Renewable Energy, Elsevier, vol. 32(15), pages 2491-2501.
    16. Bourouni, K. & Ben M’Barek, T. & Al Taee, A., 2011. "Design and optimization of desalination reverse osmosis plants driven by renewable energies using genetic algorithms," Renewable Energy, Elsevier, vol. 36(3), pages 936-950.
    17. Ekren, Banu Y. & Ekren, Orhan, 2009. "Simulation based size optimization of a PV/wind hybrid energy conversion system with battery storage under various load and auxiliary energy conditions," Applied Energy, Elsevier, vol. 86(9), pages 1387-1394, September.
    18. Mentis, Dimitrios & Karalis, George & Zervos, Arthouros & Howells, Mark & Taliotis, Constantinos & Bazilian, Morgan & Rogner, Holger, 2016. "Desalination using renewable energy sources on the arid islands of South Aegean Sea," Energy, Elsevier, vol. 94(C), pages 262-272.
    19. Chester, Lynne, 2010. "Conceptualising energy security and making explicit its polysemic nature," Energy Policy, Elsevier, vol. 38(2), pages 887-895, February.
    20. Kaygusuz, K., 2011. "Energy services and energy poverty for sustainable rural development," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(2), pages 936-947, February.
    21. Ibrahim, H. & Younès, R. & Ilinca, A. & Dimitrova, M. & Perron, J., 2010. "Study and design of a hybrid wind-diesel-compressed air energy storage system for remote areas," Applied Energy, Elsevier, vol. 87(5), pages 1749-1762, May.
    22. 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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    4. Zhang, Wei & Valencia, Andrea & Gu, Lixing & Zheng, Qipeng P. & Chang, Ni-Bin, 2020. "Integrating emerging and existing renewable energy technologies into a community-scale microgrid in an energy-water nexus for resilience improvement," Applied Energy, Elsevier, vol. 279(C).
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    6. Morciano, Matteo & Fasano, Matteo & Bergamasco, Luca & Albiero, Alessandro & Lo Curzio, Mario & Asinari, Pietro & Chiavazzo, Eliodoro, 2020. "Sustainable freshwater production using passive membrane distillation and waste heat recovery from portable generator sets," Applied Energy, Elsevier, vol. 258(C).
    7. Elsir, Mohamed & Al-Sumaiti, Ameena Saad & El Moursi, Mohamed Shawky & Al-Awami, Ali Taleb, 2023. "Coordinating the day-ahead operation scheduling for demand response and water desalination plants in smart grid," Applied Energy, Elsevier, vol. 335(C).
    8. Esmaeil Ahmadi & Benjamin McLellan & Behnam Mohammadi-Ivatloo & Tetsuo Tezuka, 2020. "The Role of Renewable Energy Resources in Sustainability of Water Desalination as a Potential Fresh-Water Source: An Updated Review," Sustainability, MDPI, vol. 12(13), pages 1-31, June.
    9. Gil Azinheira & Raquel Segurado & Mário Costa, 2019. "Is Renewable Energy-Powered Desalination a Viable Solution for Water Stressed Regions? A Case Study in Algarve, Portugal," Energies, MDPI, vol. 12(24), pages 1-18, December.
    10. de Oliveira, Glauber Cardoso & Bertone, Edoardo & Stewart, Rodney A., 2022. "Challenges, opportunities, and strategies for undertaking integrated precinct-scale energy–water system planning," Renewable and Sustainable Energy Reviews, Elsevier, vol. 161(C).
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