Optimization of installation and energy costs in water distribution systems with unknown flow directions

IF 2.3 Q3 ENVIRONMENTAL SCIENCES Blue-Green Systems Pub Date : 2022-10-03 DOI:10.2166/bgs.2022.003
G. Cassiolato, E. Carvalho, M. Ravagnani
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Abstract

Water distribution networks (WDNs) are an important part of water distribution systems and are responsible for water transportation from the reservoirs to the demand nodes at adequate pressure and velocity. In the present paper, the synthesis of WDN is treated as an optimization problem with a mixed integer nonlinear programming formulation. The objective function to be minimized is the total network cost, considering installation and energy costs, with unknown flow directions, which is the novelty in the paper. Disjunctive programming and linearization techniques are used in the model formulation to avoid nonlinear and nonconvex problems. Two case studies are used to test the model's applicability. Results show that operational costs can represent a significant part of the total cost in sustainable networks. In the first case study, the total cost was better than the literature results (US$ 2,272,538.85 vs. US$ 2,272,387.49) and the operational costs represent ¼ of the total WDN costs. In the second case study, the operation cost corresponds to almost 2/3 of the total WDN cost. These results show the importance of considering operational costs in the WDN design. Also, the consideration of unknown flow directions can lead to better results for the network topology.
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水流方向未知的配水系统安装和能源成本优化
配水网络(WDN)是配水系统的重要组成部分,负责以足够的压力和速度将水从水库输送到需求节点。在本文中,WDN的合成被视为一个具有混合整数非线性规划公式的优化问题。考虑到安装和能源成本,在流向未知的情况下,要最小化的目标函数是网络总成本,这是本文的新颖之处。为了避免非线性和非凸问题,在模型公式中使用了虚拟规划和线性化技术。使用两个案例研究来测试该模型的适用性。结果表明,在可持续网络中,运营成本可以占总成本的很大一部分。在第一个案例研究中,总成本优于文献结果(2272538.85美元对2272387.49美元),运营成本占WDN总成本的¼。在第二个案例研究中,运营成本几乎相当于WDN总成本的2/3。这些结果表明了在WDN设计中考虑运营成本的重要性。此外,考虑未知的流动方向可以为网络拓扑带来更好的结果。
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来源期刊
Blue-Green Systems
Blue-Green Systems Multiple-
CiteScore
8.70
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0.00%
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