Global S&T Development Trend Analysis Platform of Resources and Environment
DOI | 10.1029/2017WR022105 |
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
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ISSN | 0043-1397 |
EISSN | 1944-7973 |
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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