A Non-Deterministic Integrated Optimization Model with Risk Measure for Identifying Water Resources Management Strategy

被引:30
作者
Nie, S. [1 ]
Huang, C. Z. [2 ]
Huang, W. W. [3 ]
Liu, J. [4 ]
机构
[1] Univ Toronto, Fac Appl Sci & Engn, Dept Elect & Comp Engn, Toronto, ON M5S 1A4, Canada
[2] Univ Alberta, Fac Engn, Dept Chem & Mat Engn, Edmonton, AB T6G 2R3, Canada
[3] Univ Calgary, Dept Civil Engn, Calgary, AB T6G 2R3, Canada
[4] Xiamen Univ Technol, Fujian Engn & Res Ctr Rural Sewage Treatment & Wa, Sch Environm Sci & Engn, Xiamen 361024, Peoples R China
关键词
conditional value-at-risk; integrated optimization; non-deterministic; scenario analysis; water resources; VALUE-AT-RISK; STOCHASTIC-PROGRAMMING MODEL; CONDITIONAL VALUE; VERTEX METHOD; ENERGY-FOOD; INTERVAL; ALLOCATION; SYSTEMS; UNCERTAINTY; SIMULATION;
D O I
10.3808/jei.202100459
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Water resources system planning often exhibits high modeling error and uncertainty. Uncertainty in system parameters as well as their interrelationships can strengthen the conflict-laden issue of water allocation among competing interests. In this study, a non deterministic integrated optimization model with risk measure is developed for planning water resources management. It can (i) deal with complex uncertainties described as probability distributions, fuzzy sets, and their combinations, (ii) provide an effective linkage between the predefined policies and the associated economic implications, and (iii) reflect policymakers' preferences to the tradeoff between system benefit and economic loss. The developed model is then applied to planning water resources allocation of the Heshui River Basin (China), where 960 scenarios are analyzed under various uncertainty and risk measures. Results disclose that (i) not only uncertainties of fuzziness and randomness but also risk attitudes of decision makers have significant impacts on water-allocation scheme and system benefit; (ii) the selection of a suitable alternative among solutions under different alpha,mu and lambda values is complicated; (iii) water shortage would occur when water availability is less than the promised target; (iv) agriculture would encounter most serious scarcity compared to municipal and industry; (v) the conflict between economic development and agricultural sustainability would be a challenged issue that would enforce the local authority to adjust water-allocation policy. The findings can provide superior fundamental understanding of the study basin to improve water-allocation decisions under complex uncertain condition.
引用
收藏
页码:41 / 55
页数:15
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