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Development and application of the anarchic society algorithm (ASO) to the optimal operation of water distribution networks

机译:无政府社会算法(ASO)在配水网络优化运行中的开发与应用

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摘要

Optimizing the design and operation of urban water distribution networks (WDNs) is a complex, nonlinear problem. The optimization of WDNs can be performed for the pumping schedule, the location and elevation of reservoirs, the physical characteristics of pipes, and the placement of pressure-reducing valves, among other objectives. This study applies the anarchic society optimization (ASO) algorithm to find the optimal location and elevation of auxiliary tanks in urban water networks. The ASO is validated with mathematical benchmark functions, and is implemented to determine the location and elevation of auxiliary tanks in two urban water networks. The fuzzy reliability index for urban water network ranges between 74 and 79%, which is close to the global optima. The ASO exhibited better performance optimizing the reliability of WDNs than the genetic algorithm.
机译:优化城市供水网络(WDN)的设计和运行是一个复杂的非线性问题。 WDN的优化可用于抽水计划,储层的位置和高度,管道的物理特性以及减压阀的放置等。本研究应用无政府社会优化(ASO)算法来查找城市供水网络中辅助水箱的最佳位置和高度。 ASO已通过数学基准函数进行了验证,并用于确定两个城市供水网络中辅助水箱的位置和高度。城市供水网络的模糊可靠性指标在74%至79%之间,接近全球最佳水平。与遗传算法相比,ASO在优化WDN的可靠性方面表现出更好的性能。

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