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DOI10.1029/2017WR022105
Copula-Based Chance-Constrained Hydro-Economic Optimization Model for Optimal Design of Reservoir-Irrigation District Systems under Multiple Interdependent Sources of Uncertainty
Alizadeh, Hosein1; Mousavi, S. Jamshid2; Ponnambalam, Kumaraswamy3
2018-08-01
发表期刊WATER RESOURCES RESEARCH
ISSN0043-1397
EISSN1944-7973
出版年2018
卷号54期号:8页码:5763-5784
文章类型Article
语种英语
国家Iran; Canada
英文摘要

This paper presents a new explicit stochastic hydro-economic optimization model for reservoir-irrigation district systems design affected by multiple interdependent sources of uncertainties. The model solution determines both optimal design and long-term operation policies of the systems while accounting for uncertainties of reservoir inflow, rainfall, crop yield, crop price, and production costs. The problem is formulated as a chance-constrained program in which the dependence structure of discrete and continuous random coefficients is accounted for using copula. In addition to design variables such as the sizing of reservoir capacity and the irrigable area, optimal reservoir operation policies and irrigation management strategies are determined. The model performance and significance is tested in the case study of Chamshir hydrosystem in Iran, consisting of Chamshir Dam and downstream irrigation districts. Various scenarios assessing baseline conditions, risk attitude, and the impacts of change in climatic inputs and upstream conditions are also evaluated. The model results are used to quantify the interrelationships and trade-offs among optimal values of design parameters, optimal irrigation policy, decision-makers' risk-attitude, uncertainty levels of agro-economic factors, and target reliability levels of meeting crop yield and water requirement. The results demonstrate that smaller sizes of the reservoir and the irrigation district and stress-avoidance irrigation policies, rather than deficit-irrigation policies, are preferred when the decision maker is risk-averse and uncertainties in agro-economic factors and reliability levels are large. Additionally, we show how the optimal cropping pattern and irrigation strategies are affected by climate change-induced rainfall variations and the alteration of conditions upstream of the project.


英文关键词hydro-economic modelling copula chance constraints risk attitude irrigation planning stochastic differential equation
领域资源环境
收录类别SCI-E ; SSCI
WOS记录号WOS:000445451800034
WOS关键词WATER-CONTROLLED ECOSYSTEMS ; RIVER-BASIN MANAGEMENT ; PROGRAMMING-MODEL ; STOCHASTIC OPTIMIZATION ; RESOURCES MANAGEMENT ; STORAGE DISTRIBUTION ; DEFICIT IRRIGATION ; CROPPING PATTERNS ; SUPPLY RESPONSE ; DECISION RULES
WOS类目Environmental Sciences ; Limnology ; Water Resources
WOS研究方向Environmental Sciences & Ecology ; Marine & Freshwater Biology ; Water Resources
引用统计
文献类型期刊论文
条目标识符http://119.78.100.173/C666/handle/2XK7JSWQ/21934
专题资源环境科学
作者单位1.Iran Univ Sci & Technol, Sch Civil Engn, Tehran, Iran;
2.Amirkabir Univ Technol, Tehran Polytech, Dept Civil & Environm Engn, Tehran, Iran;
3.Univ Waterloo, Dept Syst Design Engn, Waterloo, ON, Canada
推荐引用方式
GB/T 7714
Alizadeh, Hosein,Mousavi, S. Jamshid,Ponnambalam, Kumaraswamy. Copula-Based Chance-Constrained Hydro-Economic Optimization Model for Optimal Design of Reservoir-Irrigation District Systems under Multiple Interdependent Sources of Uncertainty[J]. WATER RESOURCES RESEARCH,2018,54(8):5763-5784.
APA Alizadeh, Hosein,Mousavi, S. Jamshid,&Ponnambalam, Kumaraswamy.(2018).Copula-Based Chance-Constrained Hydro-Economic Optimization Model for Optimal Design of Reservoir-Irrigation District Systems under Multiple Interdependent Sources of Uncertainty.WATER RESOURCES RESEARCH,54(8),5763-5784.
MLA Alizadeh, Hosein,et al."Copula-Based Chance-Constrained Hydro-Economic Optimization Model for Optimal Design of Reservoir-Irrigation District Systems under Multiple Interdependent Sources of Uncertainty".WATER RESOURCES RESEARCH 54.8(2018):5763-5784.
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