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DOI10.1029/2020WR029160
Linear vs. nonlinear (convex and concave) hedging rules for reservoir optimization operation
Xiang Zeng; Jay R. Lund; Ximing Cai
2021-11-29
发表期刊Water Resources Research
出版年2021
英文摘要

Hedging rules of reservoir operations decide the timing and magnitude of current water delivery reduction and consequent carryover water storage conservation based on the tradeoff between the utility of current and future water use. Different forms of hedging can be used for reservoir release decision. This paper presents general optimality conditions for hedging with convex, concave, and linear relationships between reservoir water availability and release, using criteria based on the relative value of marginal value of risk tolerance (MVRT) with respect to current reservoir release versus carryover storage. MVRT is quantified to measure reservoir operators’ risk tolerance change (sensitivity) to the change of reservoir release or carryover storage, reflecting their attitudes to the risk with current release and that with the carryover storage (i.e., future release), as well as their perception of future water availability uncertainty. Higher, equal or lower MVRT with current release than that with carryover storage for future release corresponds to convex, linear or concave hedging. Various levels of risk tolerance toward hydrologic uncertainty underlie different hedging types for reservoir release decisions. Specifically, negative, positive, and null risk premiums (or risk seeking, risk aversion, and risk neutrality) result from convex, concave, and linear hedging rules, respectively. In general, high uncertainty will move the convex or concave curve closer to the linear curve. The MVRT-based criteria for optimal hedging policies are illustrated through a real-world case study.

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文献类型期刊论文
条目标识符http://119.78.100.173/C666/handle/2XK7JSWQ/343077
专题资源环境科学
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Xiang Zeng,Jay R. Lund,Ximing Cai. Linear vs. nonlinear (convex and concave) hedging rules for reservoir optimization operation[J]. Water Resources Research,2021.
APA Xiang Zeng,Jay R. Lund,&Ximing Cai.(2021).Linear vs. nonlinear (convex and concave) hedging rules for reservoir optimization operation.Water Resources Research.
MLA Xiang Zeng,et al."Linear vs. nonlinear (convex and concave) hedging rules for reservoir optimization operation".Water Resources Research (2021).
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