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Erschienen in: Water Resources Management 14/2016

01.11.2016

Scenario Optimisation of Pumping Schedules in a Complex Water Supply System Considering a Cost–Risk Balancing Approach

verfasst von: Jacopo Napolitano, Giovanni M. Sechi, Paola Zuddas

Erschienen in: Water Resources Management | Ausgabe 14/2016

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Abstract

The optimisation of water pumping plant activation schedules is a significant issue when managing emergency and costly water transfer under a drought risk. This problem needs specific optimisation tools to deal with complex multi-reservoir supply systems and to consider different alternative scenarios. The effectiveness of emergency transfers alleviating droughts requires early warning and activation; on the other hand, the high operating costs of pump stations require system managers to take a robust approach that defines activation rules. The proposed optimisation procedure combines scenario optimisation analysis with a cost-risk balancing approach. The model searches for the identification of optimal decision rules by balancing the risk of water shortages and the operating costs of pumping stations. Scenario optimisation provides ‘barycentric’ values that define the activation threshold by comparing hydrological synthetic series results. A multi-objective approach is also required in order to balance energy cost minimisation requirements and a reduction of damage needs that can be caused by water shortages. Consequently, a scenario optimisation has been developed considering the multi-objective and cost-risk balancing problem. A model application has been developed optimising water management and energy costs in a real water system with shortage risks in the South Sardinia (Italy) region.

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Literatur
Zurück zum Zitat Dembo R (1991) Scenario optimization. Ann Oper Res 30:63–80 Dembo R (1991) Scenario optimization. Ann Oper Res 30:63–80
Zurück zum Zitat Bower BT, Hufschmidt MM, Reedy WW (1962) Operating procedures: their role in the design and implementation of water resource system by simulation analysis. In: Maass A, Hufschmidt MM, Dorfman R, Thomas HA, Marglin SA, Fair GM (eds) Design of water resources systems. Harvard University Press, Cambridge, pp 443–456 Bower BT, Hufschmidt MM, Reedy WW (1962) Operating procedures: their role in the design and implementation of water resource system by simulation analysis. In: Maass A, Hufschmidt MM, Dorfman R, Thomas HA, Marglin SA, Fair GM (eds) Design of water resources systems. Harvard University Press, Cambridge, pp 443–456
Zurück zum Zitat Cunha MC, Sousa JJO (2010) Robust design of water distribution networks for a proactive risk management. J Water Resour Plan Manag 136(2):227–236CrossRef Cunha MC, Sousa JJO (2010) Robust design of water distribution networks for a proactive risk management. J Water Resour Plan Manag 136(2):227–236CrossRef
Zurück zum Zitat Dembo R (1995) A robust approach for water resources planning under uncertainty. Ann Oper Res 95:313–339 Dembo R (1995) A robust approach for water resources planning under uncertainty. Ann Oper Res 95:313–339
Zurück zum Zitat Gaivoronski A, Sechi GM, Zuddas P (2012a) Cost/risk balanced management of scarce resources using stochastic programming. Eur J Oper Res 216:214–224CrossRef Gaivoronski A, Sechi GM, Zuddas P (2012a) Cost/risk balanced management of scarce resources using stochastic programming. Eur J Oper Res 216:214–224CrossRef
Zurück zum Zitat Gaivoronski A, Sechi GM, Zuddas P (2012b) Balancing cost-risk in management optimization of water resource systems under uncertainty. Phys Chem Earth 42–44:98–107CrossRef Gaivoronski A, Sechi GM, Zuddas P (2012b) Balancing cost-risk in management optimization of water resource systems under uncertainty. Phys Chem Earth 42–44:98–107CrossRef
Zurück zum Zitat GAMS (2008) A User’s guide. GAMS Development Corporation, Washington, DC GAMS (2008) A User’s guide. GAMS Development Corporation, Washington, DC
Zurück zum Zitat Kang D, Lansey K (2014) Multiperiod planning of water supply infrastructure based on scenario analysis. J Water Resour Plan Manag. Vol. 140, No. 1, January 1, 2014. © ASCE, ISSN 0733-9496/2014/1-40-54 Kang D, Lansey K (2014) Multiperiod planning of water supply infrastructure based on scenario analysis. J Water Resour Plan Manag. Vol. 140, No. 1, January 1, 2014. © ASCE, ISSN 0733-9496/2014/1-40-54
Zurück zum Zitat Loucks DP, Sigvaldason OT (1982) Multiple-reservoir operation in North America. The operation of multiple reservoir systems, Z. Kaczmarck and J. Kindler, eds., IIASA Collab. Proc. Ser., CP-82- 53, 1–103 Loucks DP, Sigvaldason OT (1982) Multiple-reservoir operation in North America. The operation of multiple reservoir systems, Z. Kaczmarck and J. Kindler, eds., IIASA Collab. Proc. Ser., CP-82- 53, 1–103
Zurück zum Zitat Loucks DP, Van Beek E (2005) Water resources systems planning and management. United Nations Educational, Scientific and Cultural Organization (UNESCO), Paris, France Loucks DP, Van Beek E (2005) Water resources systems planning and management. United Nations Educational, Scientific and Cultural Organization (UNESCO), Paris, France
Zurück zum Zitat Lund JR, Guzman J (1996) Developing seasonal and long-term reservoir system operation plans using HEC-PRM. Tech. Rep. No. RD-40, Hydrologic Engineering Center, U.S. Army Corps of Engineers, Davis, Calif Lund JR, Guzman J (1996) Developing seasonal and long-term reservoir system operation plans using HEC-PRM. Tech. Rep. No. RD-40, Hydrologic Engineering Center, U.S. Army Corps of Engineers, Davis, Calif
Zurück zum Zitat Lund JR, Guzman J (1999) Derived operating rules for reservoirs in series or in parallel. Journal of Water Resources Planning and Management. ASCE. May/June.143–153 Lund JR, Guzman J (1999) Derived operating rules for reservoirs in series or in parallel. Journal of Water Resources Planning and Management. ASCE. May/June.143–153
Zurück zum Zitat Maass A, Hufschmidt MM, Dorfman R, Thomas HA Jr, Marglin SA, Fair GM (1962) Design of water resources systems. Harvard University Press, Cambridge, MassCrossRef Maass A, Hufschmidt MM, Dorfman R, Thomas HA Jr, Marglin SA, Fair GM (1962) Design of water resources systems. Harvard University Press, Cambridge, MassCrossRef
Zurück zum Zitat Napolitano J, Sechi GM, Zuddas P (2014) Scenario analysis for optimization of pumping schedules in complex water supply systems considering a cost-risk balancing problem. WDSA 2014 Conf Bari Proc Eng 89:565–572 Napolitano J, Sechi GM, Zuddas P (2014) Scenario analysis for optimization of pumping schedules in complex water supply systems considering a cost-risk balancing problem. WDSA 2014 Conf Bari Proc Eng 89:565–572
Zurück zum Zitat Pallottino S, Sechi GM, Zuddas P (2004) A DSS for water resources management under uncertainty by scenario analysis. Environ Model Softw 20:1031–1042CrossRef Pallottino S, Sechi GM, Zuddas P (2004) A DSS for water resources management under uncertainty by scenario analysis. Environ Model Softw 20:1031–1042CrossRef
Zurück zum Zitat RAS (2006) Piano stralcio di bacino regionale per l’Utilizzo delle risorse idriche. Regione Autonoma della Sardegna, Italy RAS (2006) Piano stralcio di bacino regionale per l’Utilizzo delle risorse idriche. Regione Autonoma della Sardegna, Italy
Zurück zum Zitat Rockafellar RT, Wets RJB (1991) Scenarios and policy aggregation in optimization under uncertainty. Math Oper Res 16:119–147CrossRef Rockafellar RT, Wets RJB (1991) Scenarios and policy aggregation in optimization under uncertainty. Math Oper Res 16:119–147CrossRef
Zurück zum Zitat Yuan L, Zhou J, Li C, Xie M, Mo L (2016) Benefit and risk balance optimization for stochastic hydropower scheduling. Water Resour Manag 30:3347–3361CrossRef Yuan L, Zhou J, Li C, Xie M, Mo L (2016) Benefit and risk balance optimization for stochastic hydropower scheduling. Water Resour Manag 30:3347–3361CrossRef
Metadaten
Titel
Scenario Optimisation of Pumping Schedules in a Complex Water Supply System Considering a Cost–Risk Balancing Approach
verfasst von
Jacopo Napolitano
Giovanni M. Sechi
Paola Zuddas
Publikationsdatum
01.11.2016
Verlag
Springer Netherlands
Erschienen in
Water Resources Management / Ausgabe 14/2016
Print ISSN: 0920-4741
Elektronische ISSN: 1573-1650
DOI
https://doi.org/10.1007/s11269-016-1482-8

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