A robust decision support leader-follower framework for design of contamination warning system in water distribution network

被引:32
作者
Khorshidi, Mohammad S. [1 ]
Nikoo, Mohammad Reza [1 ]
Ebrahimi, Elham [1 ]
Sadegh, Mojtaba [2 ]
机构
[1] Shiraz Univ, Sch Engn, Dept Civil & Environm Engn, Shiraz, Iran
[2] Boise State Univ, Dept Civil Engn, Boise, ID 83725 USA
关键词
Decision support system; Top-down decision making structure; Robust sensor placement optimization; Contamination warning system; Leader-follower game; Conditional value-at-risk; SENSOR PLACEMENT; MODELING FRAMEWORK; CONDITIONAL VALUE; RISK; OPTIMIZATION; MANAGEMENT; ALLOCATION;
D O I
10.1016/j.jclepro.2019.01.010
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
In recent years, several models have been proposed to inoculate Water Distribution Systems (WDS) against impacts of accidental and/or intentional compromised water quality through optimal deployment of online monitoring sensors in the network, which is referred to as Contamination Warning Systems (CWS). Translating such modeling efforts to real-world practice is, however, a challenge as different involved parties may pursue conflicting goals and modeling-based recommendations may not justify all stakeholders' criteria. It is, hence, pivotal to develop conflict resolution methodologies to support engagement of different stakeholders in securing a safe water distribution. The decision making structure for CWS design is often of top-down nature, with the upper level decision maker concerned mainly about public safety and lower level stakeholders concerned about operational costs. In this study, a decision support framework based on Leader-Follower Game is proposed, given different power levels. Leader's objectives are focused on the CWS robustness, while followers have conflicting interests that are in turn resolved via Nash Bargaining method. Lamerd WDS (Fars, Iran) is selected to assess the proposed model's performance. The results show the proposed objective and parsimonious model provides a robust solution that complies with the leader's criteria and maximizes the followers' satisfaction. The proposed decision support system helps govern WDSs in a resilient and safe manner and warrants practical implementation of modeling-based security assurance policies to provide sustainable service to the society. (C) 2019 Elsevier Ltd. All rights reserved.
引用
收藏
页码:666 / 673
页数:8
相关论文
共 47 条
  • [1] Afshar A., 2015, Iran University of Science Technology, V5, P315
  • [2] Multi-objective Coverage-based ACO Model for Quality Monitoring in Large Water Networks
    Afshar, Amin
    Marino, Miguel A.
    [J]. WATER RESOURCES MANAGEMENT, 2012, 26 (08) : 2159 - 2176
  • [3] Hydro-environmental management of groundwater resources: A fuzzy-based multi-objective compromise approach
    Alizadeh, Mohammad Reza
    Nikoo, Mohammad Reza
    Rakhshandehroo, Gholam Reza
    [J]. JOURNAL OF HYDROLOGY, 2017, 551 : 540 - 554
  • [4] [Anonymous], 1981, MULTIPLE ATTRIBUTE D
  • [5] [Anonymous], EPA600R08
  • [6] [Anonymous], LEADER FOLLOWER DIFF
  • [7] [Anonymous], 2008, USERS MANUAL TEVA SP
  • [8] A dynamic thresholds scheme for contaminant event detection in water distribution systems
    Arad, Jonathan
    Housh, Mashor
    Perelman, Lina
    Ostfeld, Avi
    [J]. WATER RESEARCH, 2013, 47 (05) : 1899 - 1908
  • [9] An evidential reasoning approach to optimal monitoring of drinking water distribution systems for detecting deliberate contamination events
    Bazargan-Lari, Mohammad Reza
    [J]. JOURNAL OF CLEANER PRODUCTION, 2014, 78 : 1 - 14
  • [10] Berry J., 2012, User's Manual: TEVA-SPOT Toolkit 2.5.2