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Optimal Design and Operation of a Hydro power Reservoir Plant Using a WEAP-Based Simulation-Optimization Approach

机译:采用基于武器仿真优化方法的水电站储层植物的最佳设计与运行

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摘要

Optimal design and operation of a hydropower reservoir is a complex optimization problem in terms of formulation and solution. In this study, a simulation-optimization model is developed for simultaneous design and operation of hydropower dams. WEAP (Water Evaluation and Planning) as the water resources planning simulation software is coupled with the Invasive Weeds Optimization (IWO) as the optimization routine. The developed simulation-optimization model is used for the Bakhtiari Dam hydropower plant in west of Iran. Two objectives for solving the problem are to maximize the energy generation and minimize the flood damage at a downstream target point. Two types of problems are investigated. The first problem only considers the optimal design of the hydropower plan, in which the decision variables include the storage capacity, minimum operation storage of the reservoir and the installed capacity of the power plant while the releases from the reservoir are determined using a predefined operation policy. In the second problem, simultaneous design and operation of the hydropower reservoir is examined where in addition to the design variables, the reservoir releases are also optimized as the operational variables. According to the results, although considering flood damage does not have much effect on design variables, but significantly affects the operation variables. Results show that the optimization of the design variables has more impact on the benefit gained from the system comparing the operational ones. Also, the standard operating policy (SOP) is an optimal or near-optimal operational solution for hydropower generation.
机译:水电站的最佳设计和操作是在配方和解决方案方面复杂的优化问题。在该研究中,开发了一种模拟优化模型,用于同时设计和运行水电坝。随着水资源规划仿真软件与侵入性杂草优化(IWO)作为优化例程,WEAP(水评估和规划)。开发的仿真优化模型用于伊朗以西的Bakhtiari Dam水电站。解决问题的两个目标是最大化能量产生,并最大限度地减少下游目标点的洪水损坏。调查了两种问题。第一问题仅考虑水电计划的最佳设计,其中判定变量包括存储容量,储存器的最小操作存储以及电厂的安装容量,同时使用预定义的操作策略确定来自储存器的释放。在第二个问题中,检查水电站的同时设计和操作,其中除了设计变量之外,储存器释放也被优化为操作变量。根据结果​​,虽然考虑洪泛损坏对设计变量没有太大影响,但显着影响操作变量。结果表明,设计变量的优化对从系统比较了操作系统的系统中获得的效益更多。此外,标准操作策略(SOP)是水电站的最佳或近最优运营解决方案。

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