A Rule Based Water Quality Sensor Placement Method for Water Supply Systems Using Network Topology

被引:2
|
作者
Shahsavandi, M. [1 ]
Yazdi, J. [2 ]
Jalili-Ghazizadeh, M. [3 ]
Mehrabadi, A. Rashidi [3 ]
机构
[1] Shahid Beheshti Univ, Fac Civil Water & Environm Engn, Dept Water Resources Engn, Tehran, Iran
[2] Shahid Beheshti Univ, Fac Civil Water & Environm Engn, Dept Water Resources Engn, Tehran, Iran
[3] Shahid Beheshti Univ, Fac Civil Water & Environm Engn, Dept Water & Wastewater, Tehran, Iran
关键词
Sensor placement; Quality sensors; Graph theory; Shortest path tree; Water supply systems; DECISION-SUPPORT-SYSTEM; OPTIMIZATION; DEPLOYMENT;
D O I
10.1007/s11269-023-03685-9
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Water supply systems are vital infrastructures that need to be monitored continuously for detection of any abnormal condition. Sensor placement is a key step that directly affects the success of a monitoring system. Therefore, the location and number of sensors should be carefully determined. To deal this problem, this paper presents a novel approach for efficiently determining the number and location of quality sensors based on the network topology and shortest path tree. The proposed method aims to maximize the number of monitored nodes with some simple rules and relies only on a hydraulic model. The results from tests on three benchmark water distribution networks with different sizes show that the proposed approach yields similar results to optimization tools while the proposed method is simpler and has less computational burden. Also, by increasing the size of the network and the number of sensors, the proposed method outperforms the optimization technique in some cases. Although the presented method has been focused on maximizing the number of monitored nodes, future works can extend it by addressing objectives beyond the number of monitored nodes.
引用
收藏
页码:569 / 586
页数:18
相关论文
共 50 条
  • [21] Sensor Placement for Leak Localization in Water Distribution Networks Based on Graph Convolutional Network
    Zhang, Weidong
    Yang, Xiaoping
    Li, Juan
    IEEE SENSORS JOURNAL, 2022, 22 (21) : 21093 - 21100
  • [22] Risk Based Analysis for Contamination Event Selection and Optimal Sensor Placement for Intermittent Water Distribution Network Security
    Rathi, Shweta
    Gupta, Rajesh
    Kamble, Swapnil
    Sargaonkar, Aabha
    WATER RESOURCES MANAGEMENT, 2016, 30 (08) : 2671 - 2685
  • [23] SLOTS: Effective Algorithm for Sensor Placement in Water Distribution Systems
    Dorini, Gianluca
    Jonkergouw, Philip
    Kapelan, Zoran
    Savic, Dragan
    JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT-ASCE, 2010, 136 (06): : 620 - 628
  • [24] Robust optimization of contaminant sensor placement for community water systems
    Robert D. Carr
    Harvey J. Greenberg
    William E. Hart
    Goran Konjevod
    Erik Lauer
    Henry Lin
    Tod Morrison
    Cynthia A. Phillips
    Mathematical Programming, 2006, 107 : 337 - 356
  • [25] A survey on sensor placement for contamination detection in water distribution systems
    Chengyu Hu
    Ming Li
    Deze Zeng
    Song Guo
    Wireless Networks, 2018, 24 : 647 - 661
  • [26] Optimal Water Quality Sensor Placement by Accounting for Possible Contamination Events in Water Distribution Networks
    Marlim, Malvin S.
    Kang, Doosun
    WATER, 2021, 13 (15)
  • [27] Assessment of water quality monitoring for the optimal sensor placement in lake Yahuarcocha using pattern recognition techniques and geographical information systems
    Gabriel Jácome
    Carla Valarezo
    Changkyoo Yoo
    Environmental Monitoring and Assessment, 2018, 190
  • [28] Assessment of water quality monitoring for the optimal sensor placement in lake Yahuarcocha using pattern recognition techniques and geographical information systems
    Jacome, Gabriel
    Valarezo, Carla
    Yoo, Changkyoo
    ENVIRONMENTAL MONITORING AND ASSESSMENT, 2018, 190 (04)
  • [29] Optimal pressure sensor placement and assessment for leak location using a relaxed isolation index: Application to the Barcelona water network
    Cuguero-Escofet, Miquel A.
    Puig, Vicenc
    Quevedo, Joseba
    CONTROL ENGINEERING PRACTICE, 2017, 63 : 1 - 12
  • [30] Water quality degradation in the sources of drinking water: an assessment based on 18 years of data from 441 water supply systems
    Shakhawat Chowdhury
    Environmental Monitoring and Assessment, 2018, 190