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Best economical hybrid energy solution: Model development and case study of a WDS in Portugal

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  • Gonçalves, F.V.
  • Costa, L.H.
  • Ramos, H.M.

Abstract

This work aims at the development of an integrated model for analysis and optimization of operating strategies of Water Distribution Systems (WDS), taking into consideration economical-hydraulic-power performances. For this purpose, a software tool has been developed based on the following procedures: (i) an Artificial Neural Network (ANN) to determine the best economical hybrid energy system; (ii) for the ANN training process an energy Configuration type and Economical base Simulator model (CES) is used; (iii) as well a Hydraulic and Power Simulator model (HPS) to describe the hydraulic system behaviour; (iv) a performance assessment tool based on an optimization module to minimize pumping costs and maximize the hydraulic reliability and energy efficiency is then implemented. The Artificial Neural Network uses scenarios with only grid supply, grid combined with hydro-turbine, or with wind turbine and a mutual solution, with hydro and wind turbine. The results obtained show how the model is useful for decision support solutions in the planning of sustainable hybrid energy solutions that can be applied to water distribution systems or others existent hydro-systems, allowing the improvement of the global energy efficiency. A real case study of a small WDS in Portugal is analyzed.

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  • Gonçalves, F.V. & Costa, L.H. & Ramos, H.M., 2011. "Best economical hybrid energy solution: Model development and case study of a WDS in Portugal," Energy Policy, Elsevier, vol. 39(6), pages 3361-3369, June.
    • Handle: RePEc:eee:enepol:v:39:y:2011:i:6:p:3361-3369
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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. Al-Alawi, Ali & M Al-Alawi, Saleh & M Islam, Syed, 2007. "Predictive control of an integrated PV-diesel water and power supply system using an artificial neural network," Renewable Energy, Elsevier, vol. 32(8), pages 1426-1439.
    3. Koroneos, Christopher & Spachos, Thomas & Moussiopoulos, Nikolaos, 2003. "Exergy analysis of renewable energy sources," Renewable Energy, Elsevier, vol. 28(2), pages 295-310.
    4. Ramos, J.S. & Ramos, H.M., 2009. "Sustainable application of renewable sources in water pumping systems: Optimized energy system configuration," Energy Policy, Elsevier, vol. 37(2), pages 633-643, February.
    5. Kenfack, Joseph & Neirac, François Pascal & Tatietse, Thomas Tamo & Mayer, Didier & Fogue, Médard & Lejeune, André, 2009. "Microhydro-PV-hybrid system: Sizing a small hydro-PV-hybrid system for rural electrification in developing countries," Renewable Energy, Elsevier, vol. 34(10), pages 2259-2263.
    6. Menegaki, Angeliki, 2008. "Valuation for renewable energy: A comparative review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 12(9), pages 2422-2437, December.
    7. Parviz Fattahi & Saeed Fayyaz, 2010. "A Compromise Programming Model to Integrated Urban Water Management," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 24(6), pages 1211-1227, April.
    8. Alanne, Kari & Saari, Arto, 2006. "Distributed energy generation and sustainable development," Renewable and Sustainable Energy Reviews, Elsevier, vol. 10(6), pages 539-558, December.
    9. Vieira, F. & Ramos, H.M., 2008. "Hybrid solution and pump-storage optimization in water supply system efficiency: A case study," Energy Policy, Elsevier, vol. 36(11), pages 4142-4148, November.
    10. Fabrizio, Enrico & Corrado, Vincenzo & Filippi, Marco, 2010. "A model to design and optimize multi-energy systems in buildings at the design concept stage," Renewable Energy, Elsevier, vol. 35(3), pages 644-655.
    11. Symeon Christodoulou & Alexandra Deligianni, 2010. "A Neurofuzzy Decision Framework for the Management of Water Distribution Networks," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 24(1), pages 139-156, January.
    12. Chaves, Paulo & Tsukatani, Tsuneo & Kojiri, Toshiharu, 2004. "Operation of storage reservoir for water quality by using optimization and artificial intelligence techniques," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 67(4), pages 419-432.
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