优化配水管网污染检测的阀门开关控制

IF 10.4 1区 工程技术 Q1 ENGINEERING, CHEMICAL
Jeng-Shyang Pan, Hao Shu, Qingyong Yang, Yu-Chung Huang, Shu-Chuan Chu
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引用次数: 0

摘要

随着城市人口的增加,水资源的消耗也在增加。安全有效地向城市供水已成为一个亟待解决的问题。本研究的目的是通过阀门控制大幅减少配水管网(WDN)中的污染物数量,确保供水基础设施不受废水的不利影响。此外,还提出了一种改进的并行二进制甘尼特算法(IPBGOA),并将其与该方法相结合,以高效解决 WDN 污染的优化问题。在仿真实验中,将所提出的方法与合成基准网络上的甘网优化算法(GOA)、粒子群优化算法(PSO)、差分进化算法(DE)、灰狼优化算法(GWO)和遗传算法(GA)进行了比较。研究结果表明,本文提出的算法在效率和可靠性方面明显优于其他比较方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Optimization of valve switch control for contamination detection in water distribution network

Optimization of valve switch control for contamination detection in water distribution network

Optimization of valve switch control for contamination detection in water distribution network
As the urban population increases, the consumption of water resources is also increasing. Safely and effectively supplying water to cities has become an issue that urgently needs to be addressed. The purpose of this research is to substantially reduce the number of contaminants in water distribution networks (WDNs) by using valve control, ensuring that the water infrastructure is not impacted by the adverse effects of wastewater. In addition, an improved parallel binary gannet algorithm (IPBGOA) is proposed and combined with this approach to solve the optimization problem of WDN contamination efficiently. The proposed method is compared with the gannet optimization algorithm (GOA), particle swarm optimization (PSO), differential evolution (DE), the grey wolf optimization (GWO), and the genetic algorithm (GA) on synthetic benchmark networks in simulation experiments. The evidence from the study indicates that the algorithm proposed in this paper is significantly more efficient and reliable than the comparison methods.
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来源期刊
npj Clean Water
npj Clean Water Environmental Science-Water Science and Technology
CiteScore
15.30
自引率
2.60%
发文量
61
审稿时长
5 weeks
期刊介绍: npj Clean Water publishes high-quality papers that report cutting-edge science, technology, applications, policies, and societal issues contributing to a more sustainable supply of clean water. The journal's publications may also support and accelerate the achievement of Sustainable Development Goal 6, which focuses on clean water and sanitation.
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