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Optimal operation of reservoir systems using the Wolf Search Algorithm (WSA)

机译:使用WOLF搜索算法的储层系统的最佳运行(WSA)

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摘要

Optimizing hydropower plants is complex due to nonlinearity, complexity, and multidimensionality. This study introduces and evaluates the performance of the Wolf Search Algorithm (WSA) for optimizing the operation of a four-reservoir system and a single hydropower system in Iran. Results indicate WSA could reach 99.95 and 99.91 percent of the global optimum for the four-reservoir system and single reservoir system, respectively. Comparing the results of WSA with a genetic algorithm (GA) also indicates WSA's supremacy over GA. Thus, due to its simple structure and high capability, WSA is recommended for use in other water resources management problems.
机译:优化水电站由于非线性,复杂性和多线性而复杂。本研究介绍了狼搜索算法(WSA)的性能,以优化伊朗的四水库系统的运行和单个水电系统。结果表明,WSA分别可以分别达到99.95和99.91%的四水库系统和单储层系统的全球最优。将WSA与遗传算法(GA)的结果进行比较,也表明了WSA在GA上的至高无上。因此,由于其简单的结构和高能力,建议在其他水资源管理问题中使用WSA。

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