Nonconvex Environmental Constraints in Hydropower Scheduling

A. Helseth, B. Mo, Hans Olaf Hågenvik
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引用次数: 6

Abstract

Environmental constraints in hydropower systems serve to ensure sustainable use of water resources. Through accurate treatment in hydropower scheduling, one seeks to respect such constraints in the planning phase while optimizing the utilization of hydropower. However, many environmental constraints introduce state-dependencies and even nonconvexities to the scheduling problem, making them challenging to capture. This paper describes how the recently developed stochastic dual dynamic integer programming (SDDiP) method can incorporate nonconvex environmental constraints in the medium- and longterm scheduling of a hydropower system in a liberalized market context. A mathematical model is presented and tested in a multireservoir case study, emphasizing on the improvements observed when accurately modelling a particular type of nonconvex environmental constraint.
水电调度中的非凸环境约束
水电系统的环境限制有助于确保水资源的可持续利用。通过在水电调度中进行精确处理,在规划阶段尊重这些约束条件,同时优化水电利用。然而,许多环境约束为调度问题引入了状态依赖性甚至非凸性,使它们难以捕获。本文介绍了在开放市场环境下,随机对偶动态整数规划(SDDiP)方法如何将非凸环境约束纳入水电系统中长期调度中。本文提出了一个数学模型,并在一个多油藏的案例研究中进行了测试,强调了当对特定类型的非凸环境约束进行精确建模时所观察到的改进。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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