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Comparative Study of Reliability Assessment Approaches for Water Pipeline Networks

机译:输水管网可靠性评估方法的比较研究

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Water distribution systems (WDS) are crucial for communities' survival and economic prosperity around the world. The increasing scarcity of freshwater resources combined with deteriorating infrastructure distresses and growing number of main breaks is pushing water utilities to employ efficient reliability assessment approaches to monitor and control supply availability. Reliability evaluation of water distribution systems is a complex task as it requires both clear definition and careful computation of WDS performance in various failure states. This paper presents a comparison of two reliability measures, namely contingency reliability (CR) and minimum cut-set (MC) reliability, and demonstrates them on a benchmark WDS. This paper leverages a recently proposed non-iterative pressure driven demand (PDD) simulation approach in conjunction with EPANET hydraulic solver for the assessment of WDS performance in failure states. Both the reliability measures are separately used as objectives along with cost to design the benchmark WDS using a multi-objective evolutionary optimization algorithm. The resulting solutions from each reliability measure are comparatively assessed. Minimum cut-set was found to have performed better than CR in the comparative assessment. Both approaches were found to have certain limitations. A hybrid minimum cut-set approach in which a threshold demand-dissatisfaction that would distinguish concerning system failures from others may be more useful. Similarly, a modified contingency reliability approach that is suitable for all types of water distribution system configurations and sizes may be more useful. The identification of most competent reliability method will support optimal design and rehabilitation decision making for water distribution systems in a computationally efficient manner.
机译:供水系统(WDS)对于全世界社区的生存和经济繁荣至关重要。淡水资源的日益短缺加上基础设施的恶化和主要中断的数量不断增加,促使水务公司采用有效的可靠性评估方法来监视和控制供水量。供水系统的可靠性评估是一项复杂的任务,因为它需要明确定义和仔细计算各种故障状态下WDS性能。本文介绍了两种可靠性指标的比较,即偶发性可靠性(CR)和最小割集(MC)可靠性,并在基准WDS上进行了演示。本文利用最近提出的非迭代压力驱动需求(PDD)模拟方法,结合EPANET液压求解器,来评估失效状态下WDS的性能。使用多目标进化优化算法将这两种可靠性度量与成本一起单独用作目标,以设计基准WDS。每个可靠性测度得出的解决方案都进行了比较评估。在比较评估中,发现最小割集比CR表现更好。发现这两种方法都有一定的局限性。混合最小割集方法可能更有用,在该方法中,可以将系统故障与其他故障区分开来的阈值需求不满意。类似地,适用于所有类型的水分配系统配置和尺寸的改进的偶然性可靠性方法可能更有用。最有能力的可靠性方法的确定将以计算有效的方式支持供水系统的最佳设计和恢复决策。

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