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Operation planning of hydro stations using genetic algorithms considering their impact on the electricity market prices

机译:遗传算法考虑其对电力市场价格影响的遗传算法运行规划

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With the advent of restructuring, generation companies have to plan the operation of their stations in order to maximize their profits. This is very relevant for companies having a large share of hydro stations, and even more if these stations have pumping capacity. This paper describes a model to plan the operation of a set of hydro stations eventually installed in cascade and admitting that some of them are pumping stations. Once a first set of operation orders is obtained using a Genetic Algorithm, their generation/load values are included in the expected market selling/buying curves and the hourly prices are updated. These prices are then used to refine the operation orders originating an iterative process so that hydro stations are price makers. The paper includes results for a hydro system in order to illustrate the application of the developed approach.
机译:随着重组的出现,一代公司必须规划他们的车站的运作,以最大限度地提高他们的利润。这对于具有大量水电站的公司非常相关,如果这些站有泵送能力,甚至更多。本文介绍了一个模型,用于规划一套水力站的操作,最终安装在级联中,并承认其中一些是泵站。一旦使用遗传算法获得第一组操作订单,它们的生成/负载值包括在预期市场销售/购买曲线中,并且更新了每小时的价格。然后,这些价格用于改进源于迭代过程的运营订单,以便水力站是价格制造商。本文包括水电系统的结果,以说明所发育方法的应用。

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