A novel cyber-physical resilience-based strategy for water quality sensor placement in water distribution networks

被引:5
|
作者
Nikolopoulos, Dionysios [1 ]
Makropoulos, Christos [1 ]
机构
[1] Natl Tech Univ Athens, Sch Civil Engn, Dept Water Resources & Environm Engn, Athens, Greece
关键词
Water distribution networks; water quality sensor placement; resilience; cyber-physical attacks; CONTAMINATION WARNING SYSTEMS; MANAGEMENT;
D O I
10.1080/1573062X.2023.2174032
中图分类号
TV21 [水资源调查与水利规划];
学科分类号
081501 ;
摘要
Water distribution networks (WDNs) employ contamination warning systems (CWS) with water quality sensors to detect water contamination. If some of these sensors are compromised during a contamination event, the consequences regarding public health can be devastating. With the emerging threat of cyber-attacks on critical infrastructure, WDNs are at risk of cyber-physical attacks that can deliberately contaminate water and concurrently mask the event by cyber-attacking sensors in the CWS. We develop a novel optimization strategy for the placement of water quality sensors that maximizes resilience under cyber-physical attack scenarios, suitable for designing a new sensor layout or upgrading an existing one. The resilient strategy is tested on multiple WDNs, focused on the upgrade problem. Results show improvement in the expected CWS detection performance under cyber-physical attacks, while the performance trade-off under nominal operation is minimal compared to classic strategies, hinting at a good design solution for cyber-wise water utilities.
引用
收藏
页码:278 / 297
页数:20
相关论文
共 50 条
  • [1] Resilience Assessment of Water Quality Sensor Designs under Cyber-Physical Attacks
    Nikolopoulos, Dionysios
    Ostfeld, Avi
    Salomons, Elad
    Makropoulos, Christos
    [J]. WATER, 2021, 13 (05)
  • [2] Stress-testing water distribution networks for cyber-physical attacks on water quality
    Nikolopoulos, Dionysios
    Makropoulos, Christos
    [J]. URBAN WATER JOURNAL, 2022, 19 (03) : 256 - 270
  • [3] Evaluating Resilience of Water Distribution Networks to Operational Failures from Cyber-Physical Attacks
    Shin, Sangmin
    Lee, Seungyub
    Burian, Steven J.
    Judi, David R.
    McPherson, Timothy
    [J]. JOURNAL OF ENVIRONMENTAL ENGINEERING, 2020, 146 (03)
  • [4] Resilience-Based Optimal Recovery Strategy for Cyber-Physical Power Systems Considering Component Multistate Failures
    Wu, Gongyu
    Li, Meiyan
    Li, Zhaojun Steven
    [J]. IEEE TRANSACTIONS ON RELIABILITY, 2021, 70 (04) : 1510 - 1524
  • [5] Cyber-Physical Stress-Testing Platform for Water Distribution Networks
    Nikolopoulos, Dionysios
    Moraitis, Georgios
    Bouziotas, Dimitrios
    Lykou, Archontia
    Karavokiros, George
    Makropoulos, Christos
    [J]. JOURNAL OF ENVIRONMENTAL ENGINEERING, 2020, 146 (07)
  • [6] Sensor Placement Strategy to Detect Corrosion in Water Distribution Networks
    Shiddiqi, Ary Mazharuddin
    Pramana, Deddy Aditya
    Ijtihadie, Royyana Muslim
    Ahmad, Tohari
    Studiawan, Hudan
    Santoso, Bagus Jati
    Pratomo, Baskoro Adi
    [J]. 2021 4TH INTERNATIONAL SEMINAR ON RESEARCH OF INFORMATION TECHNOLOGY AND INTELLIGENT SYSTEMS (ISRITI 2021), 2020,
  • [7] Resilience-based post-earthquake recovery optimization of water distribution networks
    Song, Zhaoyang
    Liu, Wei
    Shu, Shihu
    [J]. INTERNATIONAL JOURNAL OF DISASTER RISK REDUCTION, 2022, 74
  • [8] Cyber-Physical Systems for Smart Water Networks: A Review
    Bhardwaj, Jyotirmoy
    Krishnan, Joshin P.
    Marin, Diego F. Larios
    Beferull-Lozano, Baltasar
    Cenkeramaddi, Linga Reddy
    Harman, Christopher
    [J]. IEEE SENSORS JOURNAL, 2021, 21 (23) : 26447 - 26469
  • [9] Characterizing Cyber-Physical Attacks on Water Distribution Systems
    Taormina, Riccardo
    Galelli, Stefano
    Tippenhauer, Nils Ole
    Salomons, Elad
    Ostfeld, Avi
    [J]. JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT, 2017, 143 (05)
  • [10] Resilience-based optimal design of water distribution network
    Suribabu C.R.
    [J]. Applied Water Science, 2017, 7 (7) : 4055 - 4066