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An interactive planning model for sustainable urban water and energy supply

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  • Vakilifard, Negar
  • A. Bahri, Parisa
  • Anda, Martin
  • Ho, Goen

Abstract

An interactive multi-period planning model is presented for sustainable urban water and energy supply, taking into account surplus output from grid-connected residential photovoltaics as a part of the water-related energy mix. The two-level mixed integer linear model finds the optimal strategic and operational decisions for a desalination-based water supply system driven by hybrid energy sources and determines the evolution of the potential capacity of a renewable energy technology over the planning horizon. It considers demands, supply systems configuration, resources capacities and electricity tariffs as well as economic, subjectivity and technical criteria for uptaking rooftop photovoltaic systems. The model was then applied to Perth (Australia) and solved for alternative scenarios. The results show operational flexibility and decentralised planning of the integrated system lead to $251,515,132 less discounted total cost over centralised water supply system operated in fixed mode. They also indicate that decentralised scenario results in 42,765.1 kW higher potential photovoltaics uptake capacity on average in each year over the planning horizon in the case study area compared to centralised scenarios. However, based on the results of the sensitivity analysis, the selection of this scenario as the best alternative highly depends on the parameters values associated with subjectivity criterion and operational and maintenance cost of flexible mode of operation.

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  • Vakilifard, Negar & A. Bahri, Parisa & Anda, Martin & Ho, Goen, 2019. "An interactive planning model for sustainable urban water and energy supply," Applied Energy, Elsevier, vol. 235(C), pages 332-345.
    • Handle: RePEc:eee:appene:v:235:y:2019:i:c:p:332-345
    DOI: 10.1016/j.apenergy.2018.10.128
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    1. Armin Heinzl & Martin Bichler & Wil M. P. Aalst, 2017. "Trans-National Joint Research Projects," Business & Information Systems Engineering: The International Journal of WIRTSCHAFTSINFORMATIK, Springer;Gesellschaft für Informatik e.V. (GI), vol. 59(4), pages 205-206, August.
    2. Segurado, R. & Costa, M. & Duić, N. & Carvalho, M.G., 2015. "Integrated analysis of energy and water supply in islands. Case study of S. Vicente, Cape Verde," Energy, Elsevier, vol. 92(P3), pages 639-648.
    3. ., 2017. "Australia and OECD tax work," Chapters, in: Middle Powers and International Organisations, chapter 9, pages 213-240, Edward Elgar Publishing.
    4. Al-Nory, Malak & El-Beltagy, Mohamed, 2014. "An energy management approach for renewable energy integration with power generation and water desalination," Renewable Energy, Elsevier, vol. 72(C), pages 377-385.
    5. Novosel, T. & Ćosić, B. & Pukšec, T. & Krajačić, G. & Duić, N. & Mathiesen, B.V. & Lund, H. & Mustafa, M., 2015. "Integration of renewables and reverse osmosis desalination – Case study for the Jordanian energy system with a high share of wind and photovoltaics," Energy, Elsevier, vol. 92(P3), pages 270-278.
    6. Dubreuil, Aurelie & Assoumou, Edi & Bouckaert, Stephanie & Selosse, Sandrine & Maı¨zi, Nadia, 2013. "Water modeling in an energy optimization framework – The water-scarce middle east context," Applied Energy, Elsevier, vol. 101(C), pages 268-279.
    7. ., 2017. "The Australia–China iron ore war," Chapters, in: International Resource Politics in the Asia-Pacific, chapter 7, pages 143-166, Edward Elgar Publishing.
    8. Yang, Yuqing & Bremner, Stephen & Menictas, Chris & Kay, Merlinde, 2018. "Battery energy storage system size determination in renewable energy systems: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 91(C), pages 109-125.
    9. Wierzbowski, Michal & Lyzwa, Wojciech & Musial, Izabela, 2016. "MILP model for long-term energy mix planning with consideration of power system reserves," Applied Energy, Elsevier, vol. 169(C), pages 93-111.
    10. Tomar, Vivek & Tiwari, G.N., 2017. "Techno-economic evaluation of grid connected PV system for households with feed in tariff and time of day tariff regulation in New Delhi – A sustainable approach," Renewable and Sustainable Energy Reviews, Elsevier, vol. 70(C), pages 822-835.
    11. Vakilifard, Negar & A. Bahri, Parisa & Anda, Martin & Ho, Goen, 2018. "A two-level decision making approach for optimal integrated urban water and energy management," Energy, Elsevier, vol. 155(C), pages 408-425.
    12. Lv, J. & Li, Y.P. & Shan, B.G. & Jin, S.W. & Suo, C., 2018. "Planning energy-water nexus system under multiple uncertainties – A case study of Hebei province," Applied Energy, Elsevier, vol. 229(C), pages 389-403.
    13. Hoppmann, Joern & Volland, Jonas & Schmidt, Tobias S. & Hoffmann, Volker H., 2014. "The economic viability of battery storage for residential solar photovoltaic systems – A review and a simulation model," Renewable and Sustainable Energy Reviews, Elsevier, vol. 39(C), pages 1101-1118.
    14. Atalay, Kadir & Li, Ang & Whelan, Stephen, 2017. "Housing Wealth and Fertility: Australian Evidence," Working Papers 2017-08, University of Sydney, School of Economics.
    15. Oree, Vishwamitra & Sayed Hassen, Sayed Z. & Fleming, Peter J., 2017. "Generation expansion planning optimisation with renewable energy integration: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 69(C), pages 790-803.
    16. ., 2017. "Australia, international organisations and foreign policy," Chapters, in: Middle Powers and International Organisations, chapter 2, pages 27-47, Edward Elgar Publishing.
    17. Luz, Thiago & Moura, Pedro & de Almeida, Aníbal, 2018. "Multi-objective power generation expansion planning with high penetration of renewables," Renewable and Sustainable Energy Reviews, Elsevier, vol. 81(P2), pages 2637-2643.
    18. Hickman, William & Muzhikyan, Aramazd & Farid, Amro M., 2017. "The synergistic role of renewable energy integration into the unit commitment of the energy water nexus," Renewable Energy, Elsevier, vol. 108(C), pages 220-229.
    19. Khan, Zarrar & Linares, Pedro & Rutten, Martine & Parkinson, Simon & Johnson, Nils & García-González, Javier, 2018. "Spatial and temporal synchronization of water and energy systems: Towards a single integrated optimization model for long-term resource planning," Applied Energy, Elsevier, vol. 210(C), pages 499-517.
    20. ., 2017. "A leading role for Australia: health work at the OECD," Chapters, in: Middle Powers and International Organisations, chapter 12, pages 300-323, Edward Elgar Publishing.
    21. Luo Wang & Bin Li & Rakesh Gupta & Jen-Je Su & Benjamin Liu, 2017. "Return Predictability in Australian Managed Funds," International Journal of Business and Economics, School of Management Development, Feng Chia University, Taichung, Taiwan, vol. 16(1), pages 1-19, June.
    22. Sadeghi, Hadi & Rashidinejad, Masoud & Abdollahi, Amir, 2017. "A comprehensive sequential review study through the generation expansion planning," Renewable and Sustainable Energy Reviews, Elsevier, vol. 67(C), pages 1369-1394.
    23. Sommerfeldt, Nelson & Madani, Hatef, 2017. "Revisiting the techno-economic analysis process for building-mounted, grid-connected solar photovoltaic systems: Part one – Review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 74(C), pages 1379-1393.
    24. ., 2017. "Australia and the OECD work on education," Chapters, in: Middle Powers and International Organisations, chapter 11, pages 271-299, Edward Elgar Publishing.
    25. Smaoui, Mariem & Krichen, Lotfi, 2016. "Control, energy management and performance evaluation of desalination unit based renewable energies using a graphical user interface," Energy, Elsevier, vol. 114(C), pages 1187-1206.
    26. Ruhang, Xu, 2016. "The restriction research for urban area building integrated grid-connected PV power generation potential," Energy, Elsevier, vol. 113(C), pages 124-143.
    27. Huang, Jing & Boland, John & Liu, Weidong & Xu, Chang & Zang, Haixiang, 2018. "A decision-making tool for determination of storage capacity in grid-connected PV systems," Renewable Energy, Elsevier, vol. 128(PA), pages 299-304.
    28. Sani Hassan, Abubakar & Cipcigan, Liana & Jenkins, Nick, 2017. "Optimal battery storage operation for PV systems with tariff incentives," Applied Energy, Elsevier, vol. 203(C), pages 422-441.
    29. 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.
    30. Tsai, Yu-Ching & Chiu, Chih-Pin & Ko, Fu-Kuang & Chen, Tzong-Chyuan & Yang, Jing-Tang, 2016. "Desalination plants and renewables combined to solve power and water issues," Energy, Elsevier, vol. 113(C), pages 1018-1030.
    31. Thangavelu, Sundar Raj & Khambadkone, Ashwin M. & Karimi, Iftekhar A., 2015. "Long-term optimal energy mix planning towards high energy security and low GHG emission," Applied Energy, Elsevier, vol. 154(C), pages 959-969.
    32. Grover-Silva, Etta & Girard, Robin & Kariniotakis, George, 2018. "Optimal sizing and placement of distribution grid connected battery systems through an SOCP optimal power flow algorithm," Applied Energy, Elsevier, vol. 219(C), pages 385-393.
    33. Khalilpour, Rajab & Vassallo, Anthony, 2016. "Planning and operation scheduling of PV-battery systems: A novel methodology," Renewable and Sustainable Energy Reviews, Elsevier, vol. 53(C), pages 194-208.
    34. Koltsaklis, Nikolaos E. & Georgiadis, Michael C., 2015. "A multi-period, multi-regional generation expansion planning model incorporating unit commitment constraints," Applied Energy, Elsevier, vol. 158(C), pages 310-331.
    35. Liping Zhu & Kai Xu & Runze Li & Wei Zhong, 2017. "Projection correlation between two random vectors," Biometrika, Biometrika Trust, vol. 104(4), pages 829-843.
    36. Guerra, Omar J. & Tejada, Diego A. & Reklaitis, Gintaras V., 2016. "An optimization framework for the integrated planning of generation and transmission expansion in interconnected power systems," Applied Energy, Elsevier, vol. 170(C), pages 1-21.
    37. ., 2017. "The problems of large (mega)projects," Chapters, in: Global Developments in Public Infrastructure Procurement, chapter 9, pages 230-278, Edward Elgar Publishing.
    38. Miranda, Raul F.C. & Szklo, Alexandre & Schaeffer, Roberto, 2015. "Technical-economic potential of PV systems on Brazilian rooftops," Renewable Energy, Elsevier, vol. 75(C), pages 694-713.
    39. Gokmen Tayfur, 2017. "Modern Optimization Methods in Water Resources Planning, Engineering and Management," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 31(10), pages 3205-3233, August.
    40. Linssen, Jochen & Stenzel, Peter & Fleer, Johannes, 2017. "Techno-economic analysis of photovoltaic battery systems and the influence of different consumer load profiles," Applied Energy, Elsevier, vol. 185(P2), pages 2019-2025.
    41. Parkinson, Simon C. & Makowski, Marek & Krey, Volker & Sedraoui, Khaled & Almasoud, Abdulrahman H. & Djilali, Ned, 2018. "A multi-criteria model analysis framework for assessing integrated water-energy system transformation pathways," Applied Energy, Elsevier, vol. 210(C), pages 477-486.
    42. Sommerfeldt, Nelson & Madani, Hatef, 2017. "Revisiting the techno-economic analysis process for building-mounted, grid-connected solar photovoltaic systems: Part two - Application," Renewable and Sustainable Energy Reviews, Elsevier, vol. 74(C), pages 1394-1404.
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