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Erschienen in: Water Resources Management 10/2014

01.08.2014

An Inexact Two-Stage Water Resources Allocation Model for Sustainable Development and Management Under Uncertainty

verfasst von: L. Zhang, C. Y. Li

Erschienen in: Water Resources Management | Ausgabe 10/2014

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Abstract

In this study, an inexact two-stage water resources allocation (ITWR) model is put forward for supporting sustainable development and management of water resources in Sanjiang Plain, China, which is in such a situation, with multi-water source, multi-water supply subarea, multi-water user and multi-planning goal. The costs of net system, water supply and recourse are analyzed. The developed ITWR model, which shows a strong ability in tacking with various uncertain factors in probability distributions and discrete interval numbers, mixes the techniques of interval-parameter programming (IPP) and two-stage stochastic programming (TSP) within a general optimization framework. And it also has formed an effective link in such a conflict between the policy scenarios and the associated various levels of economic penalties, when the pre-allocation targets of water resources are violated. Based on this model, a series of scenarios under different levels of pre-allocation water is done and different degrees of water surplus and shortage are obtained correspondingly. The results indicate that the reasonable distribution plans with maximum system benefit and minimum system-failure risk have been generated. And these results are valuable for saving water resources to realize its sustainable development and mitigating the penalty to gain economic benefits maximum, and thus some desired results are provided for decision makers in tackling with a complex and uncertain water-resource system.

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Literatur
Zurück zum Zitat Ahmed S, Tawarmalani M, Sahinidis NV (2004) A finite branch-and bound algorithm for two-stage stochastic integer programs. Math Program Ser A 100:355–377CrossRef Ahmed S, Tawarmalani M, Sahinidis NV (2004) A finite branch-and bound algorithm for two-stage stochastic integer programs. Math Program Ser A 100:355–377CrossRef
Zurück zum Zitat Bashir MA, Tanakamaru H, Tada A (2009) Spatial and temporal analysis of evapotranspiration using satellite remote sensing data: a case study in the Gezira Scheme, Sudan. J Environ Inform 13(2):86–92CrossRef Bashir MA, Tanakamaru H, Tada A (2009) Spatial and temporal analysis of evapotranspiration using satellite remote sensing data: a case study in the Gezira Scheme, Sudan. J Environ Inform 13(2):86–92CrossRef
Zurück zum Zitat Birge JR, Louveaux FV (1988) A multicut algorithm for two-stage stochastic linear programs. Eur J Oper Res 34(3):384–392CrossRef Birge JR, Louveaux FV (1988) A multicut algorithm for two-stage stochastic linear programs. Eur J Oper Res 34(3):384–392CrossRef
Zurück zum Zitat DRIZRA (2008) Design and Research Institute of Zhangweinan River Administration. Management Policy and Operation Regulation Report of Yuecheng Reservoir DRIZRA (2008) Design and Research Institute of Zhangweinan River Administration. Management Policy and Operation Regulation Report of Yuecheng Reservoir
Zurück zum Zitat Dupačová J, Gaivoronski A, Kos Z et al (1991) Stochastic programming in water management: a case study and a comparison of solution techniques. Eur J Oper Res 52(1):28–44CrossRef Dupačová J, Gaivoronski A, Kos Z et al (1991) Stochastic programming in water management: a case study and a comparison of solution techniques. Eur J Oper Res 52(1):28–44CrossRef
Zurück zum Zitat Fan YR, Huang GH, Guo P et al (2012) Inexact two-stage stochastic partial programming: application to water resources management under uncertainty. Stoch Env Res Risk A 26:281–293CrossRef Fan YR, Huang GH, Guo P et al (2012) Inexact two-stage stochastic partial programming: application to water resources management under uncertainty. Stoch Env Res Risk A 26:281–293CrossRef
Zurück zum Zitat Ferrero RW, Rivera JF, Shahidehpour SM (1998) A dynamic programming two-stage algorithm for long-term hydrothermal scheduling of multireservoir systems. Trans Power Syst 13(4):1534–1540CrossRef Ferrero RW, Rivera JF, Shahidehpour SM (1998) A dynamic programming two-stage algorithm for long-term hydrothermal scheduling of multireservoir systems. Trans Power Syst 13(4):1534–1540CrossRef
Zurück zum Zitat Gu JJ, Huang GH, Guo P et al (2013) Interval multistage joint-probabilistic integer programming approach for water resources allocation and management. J Environ Manag 128:315–624CrossRef Gu JJ, Huang GH, Guo P et al (2013) Interval multistage joint-probabilistic integer programming approach for water resources allocation and management. J Environ Manag 128:315–624CrossRef
Zurück zum Zitat Guo P, Huang GH, Zhu H, He L (2009) Interval-parameter two-stage stochastic semi-infinite programming application to water resources management under uncertainty. Water Resour Manag 23:1001–1023CrossRef Guo P, Huang GH, Zhu H, He L (2009) Interval-parameter two-stage stochastic semi-infinite programming application to water resources management under uncertainty. Water Resour Manag 23:1001–1023CrossRef
Zurück zum Zitat Haugen KK (1996) A stochastic dynamic programming model for scheduling of offshore petroleum fields with resource uncertainty. Eur J Oper Res 88(1):88–100CrossRef Haugen KK (1996) A stochastic dynamic programming model for scheduling of offshore petroleum fields with resource uncertainty. Eur J Oper Res 88(1):88–100CrossRef
Zurück zum Zitat He L, Huang GH, Zeng GM et al (2008) Wavelet-based multiresolution analysis technique for data cleaning and its application to water quality management system. Exp Syst Appl 35(3):1301–1310CrossRef He L, Huang GH, Zeng GM et al (2008) Wavelet-based multiresolution analysis technique for data cleaning and its application to water quality management system. Exp Syst Appl 35(3):1301–1310CrossRef
Zurück zum Zitat Hoppe H, Weilandt M, Orth H (2004) A combined water management approach based on river water quality standards. J Environ Inform 3(2):67–76CrossRef Hoppe H, Weilandt M, Orth H (2004) A combined water management approach based on river water quality standards. J Environ Inform 3(2):67–76CrossRef
Zurück zum Zitat Huang GH (1996) IPWM: an interval-parameter water quality management model. Eng Optim 26:79–103CrossRef Huang GH (1996) IPWM: an interval-parameter water quality management model. Eng Optim 26:79–103CrossRef
Zurück zum Zitat Huang GH (1998) A hybrid inexact-stochastic water management model. Eur J Oper Res 107:137–158CrossRef Huang GH (1998) A hybrid inexact-stochastic water management model. Eur J Oper Res 107:137–158CrossRef
Zurück zum Zitat Huang GH, Loucks DP (2000) An inexact two-stage stochastic programming model for water resources management under uncertainty. Civ Eng Environ Syst 17:95–118CrossRef Huang GH, Loucks DP (2000) An inexact two-stage stochastic programming model for water resources management under uncertainty. Civ Eng Environ Syst 17:95–118CrossRef
Zurück zum Zitat Huang GH, Baetz BW, Patry GG (1994) Capacity planning for municipal solid waste management systems under uncertainty—a grey fuzzy dynamic programming (GFDP) approach. J Urban Plann Dev 120:132–156CrossRef Huang GH, Baetz BW, Patry GG (1994) Capacity planning for municipal solid waste management systems under uncertainty—a grey fuzzy dynamic programming (GFDP) approach. J Urban Plann Dev 120:132–156CrossRef
Zurück zum Zitat Jung BS, Karnev BW, Lambert MF (2006) Benchmark tests of evolutionary algorithms: mathematic evaluation and application to water distribution systems. J Environ Inform 7(1):24–35CrossRef Jung BS, Karnev BW, Lambert MF (2006) Benchmark tests of evolutionary algorithms: mathematic evaluation and application to water distribution systems. J Environ Inform 7(1):24–35CrossRef
Zurück zum Zitat Li YP, Huang YP (2008) Interval-parameter two-stage stochastic nonlinear programming for water resources management under uncertainty. Water Resour Manag 22:681–698CrossRef Li YP, Huang YP (2008) Interval-parameter two-stage stochastic nonlinear programming for water resources management under uncertainty. Water Resour Manag 22:681–698CrossRef
Zurück zum Zitat Li YP, Huang GH, Nie SL et al (2007) ITCLP: an inexact two-stage chance-constrained program for planning waste management systems. Resour Conserv Recycl 49:284–307CrossRef Li YP, Huang GH, Nie SL et al (2007) ITCLP: an inexact two-stage chance-constrained program for planning waste management systems. Resour Conserv Recycl 49:284–307CrossRef
Zurück zum Zitat Li YP, Huang GH, Yang ZF et al (2008) IFMP: interval-fuzzy multistage programming for water resources management under uncertainty. Resour Conserv Recycl 52:800–812CrossRef Li YP, Huang GH, Yang ZF et al (2008) IFMP: interval-fuzzy multistage programming for water resources management under uncertainty. Resour Conserv Recycl 52:800–812CrossRef
Zurück zum Zitat Li W, Li YP, Li CH (2010) An inexact two-stage water management model for planning agricultural irrigation under uncertainty. Agric Water Manag 97:1905–1914CrossRef Li W, Li YP, Li CH (2010) An inexact two-stage water management model for planning agricultural irrigation under uncertainty. Agric Water Manag 97:1905–1914CrossRef
Zurück zum Zitat Loucks DP, Stedinger JR, Haith DA (1981) Water resource systems planning and analysis. Prentice Hall International, Englewood Cliffs 4(3):146 Loucks DP, Stedinger JR, Haith DA (1981) Water resource systems planning and analysis. Prentice Hall International, Englewood Cliffs 4(3):146
Zurück zum Zitat Lu HW, Huang GH, Zeng GM et al (2008) An inexact two-stage fuzzy-stochastic programming model for water resources management. Water Resour Manag 22:991–1016CrossRef Lu HW, Huang GH, Zeng GM et al (2008) An inexact two-stage fuzzy-stochastic programming model for water resources management. Water Resour Manag 22:991–1016CrossRef
Zurück zum Zitat Lu HW, Huang GH, Lin YP et al (2009a) A two-step infinite a-cuts fuzzy linear programming method in determination of optimal allocation strategies in agricultural irrigation systems. Water Resour Manag 23(11):2249–2269CrossRef Lu HW, Huang GH, Lin YP et al (2009a) A two-step infinite a-cuts fuzzy linear programming method in determination of optimal allocation strategies in agricultural irrigation systems. Water Resour Manag 23(11):2249–2269CrossRef
Zurück zum Zitat Lu HW, Huang GH, He L (2009b) Inexact rough-interval two-stage stochastic programming for conjunctive water allocation problems. J Environ Manag 91:261–269CrossRef Lu HW, Huang GH, He L (2009b) Inexact rough-interval two-stage stochastic programming for conjunctive water allocation problems. J Environ Manag 91:261–269CrossRef
Zurück zum Zitat Lu HW, Huang GH, He L (2011) An inexact rough-interval fuzzy linear programming method for generating conjunctive water-allocation strategies to agricultural irrigation systems. Appl Math Model 35:4330–4340CrossRef Lu HW, Huang GH, He L (2011) An inexact rough-interval fuzzy linear programming method for generating conjunctive water-allocation strategies to agricultural irrigation systems. Appl Math Model 35:4330–4340CrossRef
Zurück zum Zitat Luo B, Maqsood I, Huang GH (2007) Planning water resources systems with interval stochastic dynamic programming. Water Resour Manag 21(6): 997–1014 Luo B, Maqsood I, Huang GH (2007) Planning water resources systems with interval stochastic dynamic programming. Water Resour Manag 21(6): 997–1014
Zurück zum Zitat Maqsood I, Huang GH, Huang YF et al (2005) ITOM: an interval-parameter two-stage optimization model for stochastic planning of water resources systems. Stoch Env Res Risk A 19(2):125–133CrossRef Maqsood I, Huang GH, Huang YF et al (2005) ITOM: an interval-parameter two-stage optimization model for stochastic planning of water resources systems. Stoch Env Res Risk A 19(2):125–133CrossRef
Zurück zum Zitat Mobasheri F, Harboe RC (1970) A two-stage optimization model for design of a multipurpose reservoir. Water Resour Res 6(1):22–31CrossRef Mobasheri F, Harboe RC (1970) A two-stage optimization model for design of a multipurpose reservoir. Water Resour Res 6(1):22–31CrossRef
Zurück zum Zitat Mousavi SJ, Ponnambalam K, Karray F (2005) Reservoir operation using a dynamic programming fuzzy rule-based approach. Water Resour Manag 19(5):655–672CrossRef Mousavi SJ, Ponnambalam K, Karray F (2005) Reservoir operation using a dynamic programming fuzzy rule-based approach. Water Resour Manag 19(5):655–672CrossRef
Zurück zum Zitat Oliveira C, Antunes CH (2007) Multiple objective linear programming models with interval coefficients—an illustrated overview. Eur J Oper Res 181(3):1434–1463CrossRef Oliveira C, Antunes CH (2007) Multiple objective linear programming models with interval coefficients—an illustrated overview. Eur J Oper Res 181(3):1434–1463CrossRef
Zurück zum Zitat Olsen D, Dickson SE, Baetz B (2006) Decision support system for rural water supply in the Nilgris district of South India. J Environ Inform 7(1):1–13CrossRef Olsen D, Dickson SE, Baetz B (2006) Decision support system for rural water supply in the Nilgris district of South India. J Environ Inform 7(1):1–13CrossRef
Zurück zum Zitat Ruszczynski A (1993) Parallel decomposition of multistage stochastic programming problems. Math Program 58(2):01–28 Ruszczynski A (1993) Parallel decomposition of multistage stochastic programming problems. Math Program 58(2):01–28
Zurück zum Zitat Savic DA, Simonovic SP (1991) Selecting risk levels in chance-constrained reservoir operation modeling: a fuzzy set approach. Water Resour Manag 4(4):251–271CrossRef Savic DA, Simonovic SP (1991) Selecting risk levels in chance-constrained reservoir operation modeling: a fuzzy set approach. Water Resour Manag 4(4):251–271CrossRef
Zurück zum Zitat Słowiński R (1986) A multicriteria fuzzy linear programming method for water supply system development planning. Fuzzy Sets Syst 19(3):217–237CrossRef Słowiński R (1986) A multicriteria fuzzy linear programming method for water supply system development planning. Fuzzy Sets Syst 19(3):217–237CrossRef
Zurück zum Zitat Trezos T, Yeh WWG (1987) Use of stochastic dynamic programming for reservoir management. Water Resour Res 23:983–996CrossRef Trezos T, Yeh WWG (1987) Use of stochastic dynamic programming for reservoir management. Water Resour Res 23:983–996CrossRef
Zurück zum Zitat Wang D, Adams BJ (1986) Optimization of real-time reservoir operations with Markov decision processes. Water Resour Res 22:345–352CrossRef Wang D, Adams BJ (1986) Optimization of real-time reservoir operations with Markov decision processes. Water Resour Res 22:345–352CrossRef
Zurück zum Zitat Wang LZ, Fang L, Hipel KW (2003) Water resources allocation: a cooperative game theoretic approach. J Environ Inform 2(2):11–22CrossRef Wang LZ, Fang L, Hipel KW (2003) Water resources allocation: a cooperative game theoretic approach. J Environ Inform 2(2):11–22CrossRef
Zurück zum Zitat Wang X, Cui Q, Li SY (2012) An optimal water allocation model based on water resources security assessment and its application in Zhangjiakou Region, northern China. Resour Conserv Recycl 69:57–65CrossRef Wang X, Cui Q, Li SY (2012) An optimal water allocation model based on water resources security assessment and its application in Zhangjiakou Region, northern China. Resour Conserv Recycl 69:57–65CrossRef
Zurück zum Zitat Xie YL, Huang GH, Li W et al (2013) An inexact two-stage stochastic programming model for water resources management in Nansihu Lake Basin, China. J Environ Manag 127:188–205CrossRef Xie YL, Huang GH, Li W et al (2013) An inexact two-stage stochastic programming model for water resources management in Nansihu Lake Basin, China. J Environ Manag 127:188–205CrossRef
Zurück zum Zitat Yazenin AV (1987) Fuzzy and stochastic programming. Fuzzy Sets Syst 22(1):171–180CrossRef Yazenin AV (1987) Fuzzy and stochastic programming. Fuzzy Sets Syst 22(1):171–180CrossRef
Metadaten
Titel
An Inexact Two-Stage Water Resources Allocation Model for Sustainable Development and Management Under Uncertainty
verfasst von
L. Zhang
C. Y. Li
Publikationsdatum
01.08.2014
Verlag
Springer Netherlands
Erschienen in
Water Resources Management / Ausgabe 10/2014
Print ISSN: 0920-4741
Elektronische ISSN: 1573-1650
DOI
https://doi.org/10.1007/s11269-014-0661-8

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