Robust optimization of valve management to improve water quality in WDNs under demand uncertainty

被引:16
|
作者
Calvo, Oscar Osvaldo Marquez [1 ]
Quintiliani, Claudia [2 ]
Alfonso, Leonardo [1 ]
Di Cristo, Cristiana [2 ,3 ]
Leopardi, Angelo [2 ]
Solomatine, Dimitri [1 ]
de Marinis, Giovanni [2 ]
机构
[1] IHE Delft Inst Water Educ, Dept Integrated Water Syst & Governance, Delft, Netherlands
[2] Univ Cassino & Southern Lazio, Dept Civil & Mech Engn, Cassino, Italy
[3] Univ Naples Federico II, Dept Civil Architectural & Environm Engn, Naples, Italy
关键词
Robust multi-objective optimization; water age; demand uncertainty; DISTRIBUTION-SYSTEMS; SUPPLY SYSTEMS; MULTIOBJECTIVE OPTIMIZATION; DISTRIBUTION NETWORKS; OPTIMAL OPERATION; OPTIMAL-DESIGN; DISINFECTION; RISK;
D O I
10.1080/1573062X.2019.1595673
中图分类号
TV21 [水资源调查与水利规划];
学科分类号
081501 ;
摘要
Water quality deterioration in water distribution networks can be associated with high water residence time in the network. To this end, some previous studies have proposed optimization procedures for valve management. However, these studies generally come up with operational configurations assuming deterministic user demand patterns that may never occur in reality. In consequence, the proposed solutions may not be effective for improving water quality or do not comply with pressure constraints if different demand patterns are observed. This study proposes a methodology to determine robust configurations of the valves to keep water residence time at acceptable levels regardless of the variability in demand patterns. The methodology is tested on four different distribution systems of varying topology and size. Results show the importance of executing robust - instead of deterministic, optimization to find valve configurations that guarantee the performance of the networks in terms of hydraulics and water quality.
引用
收藏
页码:943 / 952
页数:10
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