Ulusoy Aly-Joy, Stoianov Ivan, Chazerain Aurelie
1InfraSense Labs, Dept. of Civil and Environmental Eng., Imperial College London, Imperial College Road, London, SW7 2BU UK.
2SUEZ environnement SAS, 38, Rue du President Wilson, Le Pecq, 78 230 France.
Appl Netw Sci. 2018;3(1):31. doi: 10.1007/s41109-018-0079-y. Epub 2018 Aug 13.
Water Distribution Networks (WDN) are complex and highly interconnected systems. To maintain operation under failure conditions, WDNs should have built-in resilience based on topological and energy redundancy. There are various methods for analysing the resilience of WDNs based on either hydraulic models or surrogate network measures; however, not a single universally accepted method exists. Hydraulic modeling of disruptive operational scenarios suffer from combinatorial restrictions and uncertainties. Methods that rely on surrogate network measures do not take into account the complex interactions between topological and energy redundancy. To bridge this gap, the presented work introduces a hydraulically informed surrogate measure of pipe criticality for the resilience analysis of WDNs, called Water Flow Edge Betweenness Centrality (WFEBC). The WFEBC combines the random walk betweenness centrality with hydraulic (energy) loss principles in pipes. The proposed network resilience estimation method is applied to a case study network and an operational network. Furthermore, a network decomposition approach is proposed to complement the network estimation method and facilitate its scalability to large operational networks. The described resilience analysis method is benchmarked against a hydraulic model-based analysis of WDN reserve capacity. WFEBC is also applied to assess the improvement in resilience allowed by the implementation of a dynamically adaptive topology in an operational network. The benefits and limitations of the proposed method are discussed.
供水管网(WDN)是复杂且高度互联的系统。为了在故障条件下维持运行,供水管网应基于拓扑和能量冗余具备内在的恢复力。基于水力模型或替代网络度量,有多种分析供水管网恢复力的方法;然而,不存在一种被普遍接受的单一方法。破坏性运行场景的水力建模受到组合限制和不确定性的影响。依赖替代网络度量的方法没有考虑拓扑和能量冗余之间的复杂相互作用。为了弥补这一差距,本文提出了一种用于供水管网恢复力分析的、基于水力信息的管道关键性替代度量方法,称为水流边介数中心性(WFEBC)。WFEBC将随机游走边介数中心性与管道中的水力(能量)损失原理相结合。所提出的网络恢复力估计方法应用于一个案例研究网络和一个运行网络。此外,还提出了一种网络分解方法来补充网络估计方法,并促进其对大型运行网络的可扩展性。所描述的恢复力分析方法以基于水力模型的供水管网储备容量分析为基准进行了验证。WFEBC还被应用于评估在一个运行网络中实施动态自适应拓扑所允许的恢复力提升。讨论了所提出方法的优点和局限性。