面向提高配水系统弹性的多目标操作优化

Cha Zhang, Haixing Liu, Shengwei Pei, Mengke Zhao, Huicheng Zhou
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引用次数: 3

摘要

目前,人们对水分配系统(WDSs)的优化越来越感兴趣。大多数研究主要集中在最优设计问题上。然而,系统的运行并没有充分研究弹性。因此,我们提出了一种需求加权修正弹性指数(IMRI)的积分格式,该格式可以捕捉整个运行期间的整体弹性性能。将该指标作为目标之一纳入多目标运行优化模型。两个基准网络被视为案例研究。由此产生的帕累托前沿显示了成本和弹性之间的明显竞争关系。利用弹性分解方法对各调节步骤的水泵、水库和储罐运行工况进行了表征,为弹性调节提供了直观的依据。一个明确的弹性评估框架也被开发,直接检查在统计的整体性能,这些最优解决方案获得。显式弹性结果表明,IMRI可以在时间维度上有效量化系统运行的弹性。此外,调度更多的泵,更高的储罐触发液位和更大范围的触发液位控制可以为wds的运行提供更有弹性的解决方案。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Multi-objective operational optimization toward improved resilience in water distribution systems
Resilience has currently attracted increasing interest in the optimization of water distribution systems (WDSs). Most research mainly focuses on optimal design problems. However, the system operation has not been investigated adequately regarding resilience. Therefore, we proposed an integral format of the demand-weighted modified resilience index (IMRI), which can capture the overall resilient performance throughout the operational period. This indicator was incorporated into the multi-objective operation optimization model as one of the objectives. Two benchmark networks were considered as case studies. The resulting Pareto fronts show a clear competing relationship between cost and resilience. Operating conditions in pumps, reservoirs and tanks at each regulation step were characterized by methods of resilience decomposition, which proved valuable intuitively for resilience regulation. A framework for explicit resilience assessment was also developed to examine directly the overall performance in statistics about those optimal solutions obtained. Explicit resilience results show that the IMRI can effectively quantify the resilience of system operation in the temporal dimension. Furthermore, scheduling more pumps, higher trigger-on levels of tanks and a wider range of trigger-level control could yield a more resilient solution to the operation of WDSs.
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