Global S&T Development Trend Analysis Platform of Resources and Environment
DOI | 10.1029/2020WR029160 |
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
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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. |
领域 | 资源环境 |
URL | 查看原文 |
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/343077 |
专题 | 资源环境科学 |
推荐引用方式 GB/T 7714 | 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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