An Automated Tool for Smart Water Network Partitioning

被引:94
作者
Di Nardo, Armando [1 ]
Di Natale, Michele [1 ]
Santonastaso, Giovanni Francesco [1 ]
Venticinque, Salvatore [2 ]
机构
[1] Univ Naples 2, Dept Civil Engn, Aversa, CE, Italy
[2] Univ Naples 2, Dept Informat Engn, Aversa, CE, Italy
关键词
Water network partitioning; Graph theory; Smart water network; Sectorization; Water leakage; DESIGN; IDENTIFICATION; SYSTEM; SCHEME;
D O I
10.1007/s11269-013-0421-1
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Water Network Partitioning (WNP) represents the application of the "divide and conquer" paradigm to a Smart WAter Network (SWAN) that allows the improved application of techniques for water balance and pressure control. Indeed, these techniques can be applied with greater effectiveness by defining smaller permanent network parts, called District Meter Areas (DMAs), created by the insertion of gate valves and flow meters. The traditional criteria for the design of network DMAs are based on empirical suggestions (number of properties, length of pipes, etc.) and on approaches such as 'trial and error', even if used together with hydraulic simulation software. Nevertheless, these indications and procedures are very difficult to apply to large water supply systems because the insertion of gate valves modifies the original network layout and may considerably worsen the hydraulic performance of the water network. The proposed tool, based on some graph partitioning techniques, commonly applied in distributed computing, and on an original optimisation technique, allows the automatic design of a WNP comparing different possible layouts that are compliant with hydraulic performance. In this paper, the methodology was tested on a real case study using some performance indices to compare different WNPs. The proposed tool was developed in Phyton and integrates graph partitioning, hydraulic simulation techniques and a heuristic optimisation criterion. It allows the definition of DMAs with resulting performance indices that are very similar to the original network layout.
引用
收藏
页码:4493 / 4508
页数:16
相关论文
共 50 条
  • [21] A comparison between different techniques for water network sectorization
    Di Nardo, Armando
    Di Natale, Michele
    Santonastaso, Giovanni Francesco
    WATER SCIENCE AND TECHNOLOGY-WATER SUPPLY, 2014, 14 (06): : 961 - 970
  • [22] Multilevel Partitioning with Multiple Strategies for Complex Water Distribution Network
    Tian, Junren
    Long, Zhihong
    Zhu, ZiPeng
    Xu, Gang
    Cheng, Weiping
    JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT, 2022, 148 (12)
  • [23] Water Distribution Network Clustering: Graph Partitioning or Spectral Algorithms?
    Di Nardo, A.
    Di Natale, M.
    Giudicianni, C.
    Greco, R.
    Santonastaso, G. F.
    COMPLEX NETWORKS & THEIR APPLICATIONS VI, 2018, 689 : 1197 - 1209
  • [24] Overall Architecture Design for Smart Water Network Construction
    Li, HaiChen
    Le, MaoHua
    Zhang, XueLian
    INTERNATIONAL CONFERENCE ON SMART TRANSPORTATION AND CITY ENGINEERING 2021, 2021, 12050
  • [25] MULTI-AGENT SIMULATION TO SUPPORT WATER DISTRIBUTION NETWORK PARTITIONING
    Hajebi, Saeed
    Barrett, Stephen
    Clarke, Aidan
    Clarke, Siobhan
    EUROPEAN SIMULATION AND MODELLING CONFERENCE 2013, 2013, : 163 - 168
  • [26] Water Supply Network Partitioning Based on Simultaneous Cost and Energy Optimization
    Di Nardo, Armando
    Di Natale, Michele
    Giudicianni, Carlo
    Santonastaso, Giovanni Francesco
    Tzatchkov, Velitchko
    Rodriguez Varela, Jose Manuel
    Alcocer Yamanaka, Victor Hugo
    INTERNATIONAL CONFERENCE ON EFFICIENT & SUSTAINABLE WATER SYSTEMS MANAGEMENT TOWARD WORTH LIVING DEVELOPMENT (2ND EWAS 2016), 2016, 162 : 238 - 245
  • [27] A Review of the Topologies Used in Smart Water Meter Networks: A Wireless Sensor Network Application
    Marais, Jaco
    Malekian, Reza
    Ye, Ning
    Wang, Ruchuan
    JOURNAL OF SENSORS, 2016, 2016
  • [28] Minimum transport-driven algorithm for water distribution network partitioning
    Creaco, Enrico
    Zheng, Feifei
    Pezzinga, Giuseppe
    AQUA-WATER INFRASTRUCTURE ECOSYSTEMS AND SOCIETY, 2022, 71 (01) : 120 - 138
  • [29] Random Walks Partitioning and Network Reliability Assessing in Water Distribution System
    Mu, Tianwei
    Lu, Yan
    Tan, Haoqiang
    Zhang, Haowen
    Zheng, Chengzhi
    WATER RESOURCES MANAGEMENT, 2021, 35 (08) : 2325 - 2341
  • [30] An automated energy management framework for smart homes
    Kanso, Houssam
    Noureddine, Adel
    Exposito, Ernesto
    JOURNAL OF AMBIENT INTELLIGENCE AND SMART ENVIRONMENTS, 2023, 16 (01) : 23 - 42