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Erschienen in: Water Resources Management 6/2015

01.04.2015

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

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

Erschienen in: Water Resources Management | Ausgabe 6/2015

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Abstract

In this study, an inexact two-stage allocation model is put forward for supporting decisions of water resource planning and management. Two processes and three phases with the associated net costs are considered in the optimization model. The proposed model is derived from incorporating interval parameters within a two-stage stochastic programming framework, which can tackle uncertainties in forms of interval parameters and distributions of probability. It can also support the analysis of the policies that are related with different levels of economic consequences as the pre-decisions are violated. In other words, the proposed model is an effective link between policy and economic penalty. By applying the model into a case of water resources allocation, the results indicate that the water shortage quantity and net cost of each process in different exploit probability levels have been generated. Therefore, the simulative results are valuable for the adjustment of the existing water allocation issues in a complicated water-resource system under uncertainty.

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Literatur
Zurück zum Zitat Abdelaziz FB, Masri H (2005) Stochastic programming with fuzzy linear partial information on probability distribution. Eur J Oper Res 162:619–629CrossRef Abdelaziz FB, Masri H (2005) Stochastic programming with fuzzy linear partial information on probability distribution. Eur J Oper Res 162:619–629CrossRef
Zurück zum Zitat Birge JR, Louveaux FV (1988) A multicut algorithm for two-stage stochastic linear programs. Eur J Oper Res 34:384–392CrossRef Birge JR, Louveaux FV (1988) A multicut algorithm for two-stage stochastic linear programs. Eur J Oper Res 34:384–392CrossRef
Zurück zum Zitat Birge JR, Louveaux FV (1997) Introduction to stochastic programming. Springer, New York Birge JR, Louveaux FV (1997) Introduction to stochastic programming. Springer, New York
Zurück zum Zitat Bronstert A, Jaeger A, Ciintner A, Hauschild M, DöII P, Krol M (2000) Integrated modeling of water availability and water use in the semi-arid northeast of Brazil. Phys Chem Earth (B) 25(3):227–232CrossRef Bronstert A, Jaeger A, Ciintner A, Hauschild M, DöII P, Krol M (2000) Integrated modeling of water availability and water use in the semi-arid northeast of Brazil. Phys Chem Earth (B) 25(3):227–232CrossRef
Zurück zum Zitat Dai L, Chen CH, Birge JR (2000) Convergence properties of two-stage stochastic programming. J Optim Theory Appl 106:489–509CrossRef Dai L, Chen CH, Birge JR (2000) Convergence properties of two-stage stochastic programming. J Optim Theory Appl 106:489–509CrossRef
Zurück zum Zitat Dupačová J (2002) Applications of stochastic programming: achievements and questions. Eur J Oper Res 140:281–290CrossRef Dupačová J (2002) Applications of stochastic programming: achievements and questions. Eur J Oper Res 140:281–290CrossRef
Zurück zum Zitat Eiger G, Shamir U (1991) Optimal operation of reservoirs by stochastic programming. Eng Optim 17:293–312CrossRef Eiger G, Shamir U (1991) Optimal operation of reservoirs by stochastic programming. Eng Optim 17:293–312CrossRef
Zurück zum Zitat Fan YR, Huang GH, Guo P, Yang 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, Yang 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, Riviera 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, Riviera 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, Shen N (2013) Interval multistage joint-probabilistic integer programming approach for water resources allocation and management. J Environ Manag 128:615–624CrossRef Gu JJ, Huang GH, Guo P, Shen N (2013) Interval multistage joint-probabilistic integer programming approach for water resources allocation and management. J Environ Manag 128:615–624CrossRef
Zurück zum Zitat Guo P, Huang GH (2009a) Inexact fuzzy-stochastic mixed-integer programming approach for long-term planning of waste management-Part A: methodology. J Environ Manag 91:461–470CrossRef Guo P, Huang GH (2009a) Inexact fuzzy-stochastic mixed-integer programming approach for long-term planning of waste management-Part A: methodology. J Environ Manag 91:461–470CrossRef
Zurück zum Zitat Guo P, Huang GH (2009b) Two-stage fuzzy chance-constrained programming - application to water resources management under dual uncertainties. Stoch Env Res Risk A 23:349–359CrossRef Guo P, Huang GH (2009b) Two-stage fuzzy chance-constrained programming - application to water resources management under dual uncertainties. Stoch Env Res Risk A 23:349–359CrossRef
Zurück zum Zitat Guo P, Huang GH, He L, Zhu H (2009) Interval-parameter two-stage stochastic semi-infinite programming: application to water resources management under uncertainty. Water Resour Manag 23(8):1001–1023CrossRef Guo P, Huang GH, He L, Zhu H (2009) Interval-parameter two-stage stochastic semi-infinite programming: application to water resources management under uncertainty. Water Resour Manag 23(8):1001–1023CrossRef
Zurück zum Zitat Howe B, Maier D, Baptista A (2003) A language for spatial data manipulation. J Environ Inform 2:23–37CrossRef Howe B, Maier D, Baptista A (2003) A language for spatial data manipulation. J Environ Inform 2:23–37CrossRef
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, Chang NB (2003) The perspectives of environmental informatics and systems analysis. J Environ Inform 1:1–6CrossRef Huang GH, Chang NB (2003) The perspectives of environmental informatics and systems analysis. J Environ Inform 1:1–6CrossRef
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(2):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(2):95–118CrossRef
Zurück zum Zitat Huang GH, Baetz BW, Patry GG (1992) An interval linear programming approach for municipal solid waste management planning under uncertainty. Civ Eng Environ Syst 9:319–335CrossRef Huang GH, Baetz BW, Patry GG (1992) An interval linear programming approach for municipal solid waste management planning under uncertainty. Civ Eng Environ Syst 9:319–335CrossRef
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 Plan 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 Plan Dev 120:132–156CrossRef
Zurück zum Zitat Kall P (1979) Computational methods for solving 2-stage stochastic linear-programming problems. Z Angew Math Phys 30(2):261–271CrossRef Kall P (1979) Computational methods for solving 2-stage stochastic linear-programming problems. Z Angew Math Phys 30(2):261–271CrossRef
Zurück zum Zitat Kindler J (1992) Rationalizing water requirements with aid of fuzzy allocation model. ASCE J Water Resour Plan Manag 118(3):308–318CrossRef Kindler J (1992) Rationalizing water requirements with aid of fuzzy allocation model. ASCE J Water Resour Plan Manag 118(3):308–318CrossRef
Zurück zum Zitat Li YP, Huang GH (2006) An inexact two-stage mixed integer linear programming method for solid waste management in the City of Regina. J Environ Manag 81:188–209CrossRef Li YP, Huang GH (2006) An inexact two-stage mixed integer linear programming method for solid waste management in the City of Regina. J Environ Manag 81:188–209CrossRef
Zurück zum Zitat Li YP, Huang GH (2008) Interval-parameter two-stage stochastic nonlinear programming for water resources management under uncertainty. Water Resour Manag 22:681–698CrossRef Li YP, Huang GH (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 (2009) Two-stage planning for sustainable water-quality management under uncertainty. J Environ Manag 90:2402–2413CrossRef Li YP, Huang GH (2009) Two-stage planning for sustainable water-quality management under uncertainty. J Environ Manag 90:2402–2413CrossRef
Zurück zum Zitat Li YP, Huang GH, Yang ZF, Nie SL (2008a) IFMP: Interval-fuzzy multistage programming for water resources management under uncertainty. Resour Conserv Recycl 52:800–812CrossRef Li YP, Huang GH, Yang ZF, Nie SL (2008a) IFMP: Interval-fuzzy multistage programming for water resources management under uncertainty. Resour Conserv Recycl 52:800–812CrossRef
Zurück zum Zitat Li YP, Huang GH, Nie SL, Liu L (2008b) Inexact multistage stochastic integer programming for water resources management under uncertainty. J Environ Manag 88:93–107CrossRef Li YP, Huang GH, Nie SL, Liu L (2008b) Inexact multistage stochastic integer programming for water resources management under uncertainty. J Environ Manag 88:93–107CrossRef
Zurück zum Zitat Li YP, Huang GH, Wang GQ, Huang GH (2009) FSWM: A hybrid fuzzy-stochastic water-management model for agricultural sustainability under uncertainty. Agric Water Manag 96:1807–1818CrossRef Li YP, Huang GH, Wang GQ, Huang GH (2009) FSWM: A hybrid fuzzy-stochastic water-management model for agricultural sustainability under uncertainty. Agric Water Manag 96:1807–1818CrossRef
Zurück zum Zitat Li W, Li YP, Li CH, Huang GH (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, Huang GH (2010) An inexact two-stage water management model for planning agricultural irrigation under uncertainty. Agric Water Manag 97:1905–1914CrossRef
Zurück zum Zitat Li M, Guo P, Fang SQ, Zhang LD (2013) An inexact fuzzy parameter two-stage stochastic programming model for irrigation water allocation under uncertainty. Stoch Env Res Risk A 27:1441–1452CrossRef Li M, Guo P, Fang SQ, Zhang LD (2013) An inexact fuzzy parameter two-stage stochastic programming model for irrigation water allocation under uncertainty. Stoch Env Res Risk A 27:1441–1452CrossRef
Zurück zum Zitat Loucks DP, Stedinger JR, Haith DA (1981) Water resource systems planning and analysis. Prentice-Hall, Englewood Cliffs Loucks DP, Stedinger JR, Haith DA (1981) Water resource systems planning and analysis. Prentice-Hall, Englewood Cliffs
Zurück zum Zitat Lu HW, Huang GH, Zeng GM, Masqood I, He L (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, Masqood I, He L (2008) An inexact two-stage fuzzy-stochastic programming model for water resources management. Water Resour Manag 22:991–1016CrossRef
Zurück zum Zitat Luo B, Maqsood I, Yin YY, Huang GH, Cohen SJ (2003) Adaptation to climate change through water trading under uncertainty-an inexact two-stage nonlinear programming approach. J Environ Inform 2(2):58–68CrossRef Luo B, Maqsood I, Yin YY, Huang GH, Cohen SJ (2003) Adaptation to climate change through water trading under uncertainty-an inexact two-stage nonlinear programming approach. J Environ Inform 2(2):58–68CrossRef
Zurück zum Zitat Mance E (2007) An inexact two-stage water quality management model for the river basin in Yongxin County. Ph.D. Thesis. University of Regina, Saskatchewan, Canada Mance E (2007) An inexact two-stage water quality management model for the river basin in Yongxin County. Ph.D. Thesis. University of Regina, Saskatchewan, Canada
Zurück zum Zitat Maqsood I, Huang GH, Yeomans JS (2005) An interval-parameter fuzzy two-stage stochastic program for water resources management under uncertainty. Eur J Oper Res 167(1):208–225CrossRef Maqsood I, Huang GH, Yeomans JS (2005) An interval-parameter fuzzy two-stage stochastic program for water resources management under uncertainty. Eur J Oper Res 167(1):208–225CrossRef
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 Pereira MVF, Pinto LMVG (1985) Stochastic optimization of a multireservoir hydroelectric system: a decomposition approach. Water Resour Res 21:779–792CrossRef Pereira MVF, Pinto LMVG (1985) Stochastic optimization of a multireservoir hydroelectric system: a decomposition approach. Water Resour Res 21:779–792CrossRef
Zurück zum Zitat Ping J, Chen Y, Chen B, Howboldt K (2010) A robust statistical analysis approach for pollutant loading in Urban River. J Environ Inform 16:35–42CrossRef Ping J, Chen Y, Chen B, Howboldt K (2010) A robust statistical analysis approach for pollutant loading in Urban River. J Environ Inform 16:35–42CrossRef
Zurück zum Zitat Ruszczynski A, Swietanowski A (1997) Accelerating the regularized decomposition method for two-stage stochastic linear problems. Eur J Oper Res 101:328–342CrossRef Ruszczynski A, Swietanowski A (1997) Accelerating the regularized decomposition method for two-stage stochastic linear problems. Eur J Oper Res 101:328–342CrossRef
Zurück zum Zitat Seifi A, Hipel KW (2001) Interior-point method for reservoir operation with stochastic inflows. ASCE J Water Resour Plan Manag 127(1):48–57CrossRef Seifi A, Hipel KW (2001) Interior-point method for reservoir operation with stochastic inflows. ASCE J Water Resour Plan Manag 127(1):48–57CrossRef
Zurück zum Zitat Stedinger JR, Sule BF, Loucks DP (1984) Stochastic dynamic programming models for reservoir operation optimization. Water Resour Res 20(11):1499–1505CrossRef Stedinger JR, Sule BF, Loucks DP (1984) Stochastic dynamic programming models for reservoir operation optimization. Water Resour Res 20(11):1499–1505CrossRef
Zurück zum Zitat Thompson S, Tanapat S (2005) Modeling waste management options for greenhouse gas reduction. J Environ Inform 6(1):16–24CrossRef Thompson S, Tanapat S (2005) Modeling waste management options for greenhouse gas reduction. J Environ Inform 6(1):16–24CrossRef
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 2:11–22CrossRef Wang LZ, Fang L, Hipel KW (2003) Water resources allocation: a cooperative game theoretic approach. J Environ Inform 2:11–22CrossRef
Zurück zum Zitat Xie YL, Huang GH, Li W, Li JB, Li YF (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, Li JB, Li YF (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 Zhang L, Li CY (2014) An inexact two-stage water resources allocation model for sustainable development and management under uncertainty. Water Resour Manag 28:3161–3178CrossRef Zhang L, Li CY (2014) An inexact two-stage water resources allocation model for sustainable development and management under uncertainty. Water Resour Manag 28:3161–3178CrossRef
Metadaten
Titel
An Inexact Two-Stage Allocation Model for Water Resources Management Under Uncertainty
verfasst von
C. Y. Li
L. Zhang
Publikationsdatum
01.04.2015
Verlag
Springer Netherlands
Erschienen in
Water Resources Management / Ausgabe 6/2015
Print ISSN: 0920-4741
Elektronische ISSN: 1573-1650
DOI
https://doi.org/10.1007/s11269-015-0913-2

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