OPTIMAL OPERATION OF MULTIPURPOSE RESERVOIRS IN SERIES: ROSEIRES AND SENNAR CASE STUDY

T. Z. Saad Omer, S. E. Ahmed, A. Karimi
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Abstract

The Roseires-Sennar Dams System (RSDS) at lower part of Blue Nile River play a vital role in water supply to the irrigation schemes in Sudan. The existing rule curves for this system belong to 1925 and 1966 for Sennar and Roseires reservoirs, respectively. Introduction of new irrigation schemes, approved climate change impacts on Blue Nile River flow and upstream developments in Ethiopia as well as the heightening of the Roseires Dam from elevation 480 to 490 m.a.s.l have shown the RSDS is losing its efficiency in terms of fully supplying the water demands. The literature addresses the simulation of Roseires and Sennar dams, and tries to find the best coordinated rule curves through a limited number of operation rules to find optimal operating rules for reservoirs that minimize the impacts of new developments, water demand growth and climate change on water supply to various demands on Blue Nile River. Such decisions are locally optimal in best condition since they do not consider the storage and carry-over capability of reservoirs that can transfer the non-optimal (locally optimal) decisions to other time steps of planning horizon and creat shortages in other time steps. Therefore, aim of this research is to find optimal coordinating operation rules for Roseires and Sennar dams that through a non-linear multi-period optimization model that considers the conditions of climate change, flow regime and water demand as scenarios. Model is validated by comparison with observed reservoir operation during November 1999 till May 2000. Eighteen scenarios that cover the normal, dry and very dry flow regimes, along with three suggested crop patterns and climate change impact are analyzed. Results shows in normal conditions of flow, crop pattern 2 is the most recommended with more than 11 Billion USD marginal profit and fully supplying the water demand and 1530 GWh energy generation per annum. The coordinated rule curves have a totally different pattern of emptying and filling compared with existing ones. Rule curves change from one flow regime to another, which proves how change in conditions of the system has influence on optimal operation rules. Comparison of marginal profits with crop pattern 2 shows in three inflow conditions of normal, dry and very dry years multi-period optimization model could keep the marginal profits above 11 Billion USD, let’s say, 11,050, 11,056 and 11,042 Billion USD, respectively, which shows the robustness of model in dealing with all conditions and keeping the marginal profits not affected. However, the Roseires rule curves are different in these three condition, while Sennar rules curves are almost the same. Without climate change impact, model can manage to supply the water demands fully in all flow conditions. However, water supply reliability is affected by climate change with all crop patterns. Roseires-Sennar Dams system in a normal year under climate change can produce 10,688 Billion USD marginal profit and 1371 GWh per year energy. It shows that model could manage the system performance so that climate change decrease the marginal profit by 3.27%, while inflow is reduced by 25% and water demands and evaporation increased by 19%. Energy generation under climate change has decreased by 10.5%, which is the most affected sector. Crop pattern 2 and 3 are not suitable for climate change conditions since up to 65% deficit in water supply can happen if very dry year realizing with climate change. In very dry conditions crop pattern 1 is more suitable to be practiced.
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多用途油藏串联优化调度:roseires和sennar案例研究
青尼罗河下游的Roseires-Sennar水坝系统(RSDS)在苏丹的灌溉系统中起着至关重要的作用。Sennar和Roseires储层现有规则曲线分别为1925和1966。新的灌溉方案的引入,批准的气候变化对青尼罗河流量和埃塞俄比亚上游发展的影响,以及罗塞雷斯大坝从海拔480米升至海拔490米,这些都表明,在充分满足水需求方面,RSDS正在失去其效率。本文对Roseires和Sennar大坝进行了模拟,并试图通过有限数量的运行规则找到最佳协调规则曲线,以找到最优的水库运行规则,从而最大限度地减少新开发、用水需求增长和气候变化对青尼罗河各种需求供水的影响。这些决策在最佳条件下是局部最优的,因为它们不考虑水库的储水量和携带能力,可能会将非最优(局部最优)决策转移到规划视界的其他时间步长,并在其他时间步长造成短缺。因此,本研究的目的是通过考虑气候变化、流态和需水量为情景的非线性多周期优化模型,寻找Roseires和Sennar水坝的最优协调运行规则。通过与1999年11月至2000年5月水库实际运行情况的对比,对模型进行了验证。本文分析了18种情景,包括正常、干燥和非常干燥的水流模式,以及三种建议的作物模式和气候变化的影响。结果表明:在正常流量条件下,作物模式2最适合,边际利润可达110亿美元以上,充分满足需水量,年发电量1530gwh。与现有的协调规则曲线相比,协调规则曲线具有完全不同的补空模式。规则曲线从一种流型变化到另一种流型,证明了系统条件的变化对最优运行规则的影响。与作物模式2的边际利润对比表明,在正常年、干旱年和极干旱年三种流入条件下,多期优化模型可以使边际利润保持在110亿美元以上,分别为11050、11056和11042亿美元,这表明模型在处理所有条件下都具有鲁棒性,并且边际利润不受影响。但在这三种情况下,Roseires规则曲线不同,而Sennar规则曲线几乎相同。在不受气候变化影响的情况下,该模型可以在所有流量条件下充分满足水量需求。然而,所有作物模式的供水可靠性都受到气候变化的影响。在气候变化条件下,Roseires-Sennar大坝系统在正常年份可产生106880亿美元的边际利润和1371吉瓦时的年发电量。结果表明,该模型能有效控制系统性能,使气候变化使边际利润减少3.27%,入水量减少25%,需水量和蒸发量增加19%。气候变化下的发电量下降了10.5%,是受影响最大的部门。作物模式2和3不适合气候变化条件,因为在气候变化的条件下,如果实现非常干旱的年份,可能会发生高达65%的供水赤字。在非常干燥的条件下,作物模式1更适合实行。
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