Optimization of valve switch control for contamination detection in water distribution network
保存先:
| 出版年: | NPJ Clean Water vol. 7, no. 1 (2024), p. 113 |
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| 第一著者: | |
| その他の著者: | , , , |
| 出版事項: |
Nature Publishing Group
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| 主題: | |
| オンライン･アクセス: | Citation/Abstract Full Text - PDF |
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| 抄録: | 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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| ISSN: | 2059-7037 |
| DOI: | 10.1038/s41545-024-00407-5 |
| ソース: | Publicly Available Content Database |