Water Distribution Network Optimization Model with Reliability Considerations in Water Flow (Debit)

被引:0
|
作者
Mawengkang, Herman [1 ]
Syahputra, Muhammad Romi [1 ]
Sutarman, Sutarman [1 ]
Weber, Gerhard Wilhelm [2 ,3 ]
机构
[1] Univ Sumatera Utara, Dept Math, Medan 20155, Indonesia
[2] Poznan Univ Tech, Fac Engn Management, PL-60965 Poznan, Poland
[3] Middle East Tech Univ, Inst Appl Math, TR-06800 Ankara, Turkiye
关键词
water network problem; chance-constrained programming; modelling; neighbourhood search; operation research for development; DESIGN; ALGORITHMS; RESOURCES;
D O I
10.3390/w15173119
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Water distribution networks (WDNs) are defined as the planning for the development, distribution, and utilization of water resources. The main challenge of WDNs is to preserve limited water resources while providing effective benefits from these resources in accordance with environmental considerations. Water distribution networks use hydraulic components to connect water resources to consumers. The diameter of each pipe, the layout of the pipe network, and the total length of pipes all contribute to the most effective layout for a water distribution system. This study considers the assurance that the flow (discharge) of water is in accordance with what is expected, with such aspects apt to be described as a particular form of reliability. As a result, this study proposes a stochastic optimization model with non-linear probability constraints for overcoming the challenges of water distribution networks while taking water flow reliability into account. The pressure drop equation causes the non-linear shape. The stochastic model of the opportunity constraint is changed to a deterministic multi-objective model using an approach based on integer programming and sample averaging to solve the resulting model. The direct search approach (neighbourhood search) is then applied to tackle the integer part.
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页数:11
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