供水系统设计的鲁棒优化方法

J. Marques, M. Cunha, J. Sousa, D. Savić
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引用次数: 23

摘要

摘要供水系统(wss)是当今人类福祉的重要基础设施。为了达到良好的客户满意度,供水服务必须在数量和质量上始终能够满足人们的需求。但不可预测的极端条件可能会对wss造成严重损害,导致服务水平下降,甚至导致故障。处理系统日常操作的操作人员知道,像水管破裂这样的事件可能会危及系统的全部或部分功能。因此,为了提高系统的可靠性,设计时应考虑到正常情况以外的运行条件。基于鲁棒优化的最新方法可用于解决涉及不确定性的优化问题,并可以找到能够应对一系列操作条件的设计。针对供水系统在不同工况下的优化设计,提出了一种鲁棒优化模型。本文提出的模型使用一个液压模拟器链接到一个基于模拟退火启发式的优化器。结果表明,鲁棒性可以包含在不同级别的可靠性的几种方式中,并且它可以在只增加少量成本的情况下导致更可靠的设计。
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Robust optimization methodologies for water supply systems design
Abstract. Water supply systems (WSSs) are vital infrastructures for the well-being of people today. To achieve good customer satisfaction the water supply service must always be able to meet people's needs, in terms of both quantity and quality. But unpredictable extreme conditions can cause severe damage to WSSs and lead to poorer levels of service or even to their failure. Operators dealing with a system's day-to-day operation know that events like burst water mains can compromise the functioning of all or part of a system. To increase a system's reliability, therefore, designs should take into account operating conditions other than normal ones. Recent approaches based on robust optimization can be used to solve optimization problems which involve uncertainty and can find designs which are able to cope with a range of operating conditions. This paper presents a robust optimization model for the optimal design of water supply systems operating under different circumstances. The model presented here uses a hydraulic simulator linked to an optimizer based on a simulated annealing heuristic. The results show that robustness can be included in several ways for varying levels reliability and that it leads to more reliable designs for only small cost increases.
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来源期刊
Drinking Water Engineering and Science
Drinking Water Engineering and Science Environmental Science-Water Science and Technology
CiteScore
3.90
自引率
0.00%
发文量
3
审稿时长
40 weeks
期刊最新文献
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