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A State-of-the-Art Review of Optimal Reservoir Control for Managing Conflicting Demands in a Changing World
Water Resources Research ( IF 4.6 ) Pub Date : 2021-11-17 , DOI: 10.1029/2021wr029927
M. Giuliani 1 , J.R. Lamontagne 2 , P.M. Reed 3 , A. Castelletti 1
Affiliation  

The state of the art for optimal water reservoir operations is rapidly evolving, driven by emerging societal challenges. Changing values for balancing environmental resources, multisectoral human system pressures, and more frequent climate extremes are increasing the complexity of operational decision making. Today, reservoir operations benefit from technological advances, including improved monitoring and forecasting systems as well as increasing computational power. Past research in this area has largely focused on improving solution algorithms within the limits of the available computational power, using simplified problem formulations that can misrepresent important systemic complexities and intersectoral interactions. In this study, we review the recent literature focusing on how the operation design problem is formulated, rather than solved, to address existing challenges and take advantage of new opportunities. This paper contributes a comprehensive classification of over 300 studies published over the last years into distinctive categories depending on the adopted problem formulation, which clarifies consolidated methodological approaches and emerging trends. Our analysis also suggests that control policy design methods may benefit from broadening the types of information that is used to condition operational decisions, and from using emulation modeling to identify low-order, computationally efficient surrogate models capturing realistic representations of river basin systems' complexity in order to isolate key decision-relevant processes. These advances in reservoir operations hold significant promise for better addressing the challenges of conflicting human pressures and a changing world, which is particularly important, given the renewed interest in dam construction globally.

中文翻译:

在不断变化的世界中管理冲突需求的最佳水库控制的最新评论

在新出现的社会挑战的推动下,最佳水库操作的最新技术正在迅速发展。平衡环境资源、多部门人类系统压力和更频繁的极端气候的价值不断变化,正在增加运营决策的复杂性。今天,水库运营受益于技术进步,包括改进的监测和预测系统以及增加的计算能力。该领域过去的研究主要集中在可用计算能力的限制内改进求解算法,使用可能会歪曲重要系统复杂性和部门间相互作用的简化问题公式。在这项研究中,我们回顾了最近的文献,重点是如何制定而不是解决操作设计问题,以应对现有挑战并利用新机遇。本文根据所采用的问题表述将过去几年发表的 300 多项研究综合分类为不同的类别,阐明了统一的方法论方法和新兴趋势。我们的分析还表明,控制政策设计方法可能受益于扩大用于调节运营决策的信息类型,并受益于使用仿真建模来识别低阶、计算效率高的替代模型,这些替代模型捕获了河流流域系统复杂性的真实表现。以隔离关键的决策相关过程。
更新日期:2021-12-01
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