一种新的基于网络物理弹性的配水网络水质传感器布置策略

IF 1.6 3区 环境科学与生态学 Q3 WATER RESOURCES
D. Nikolopoulos, C. Makropoulos
{"title":"一种新的基于网络物理弹性的配水网络水质传感器布置策略","authors":"D. Nikolopoulos, C. Makropoulos","doi":"10.1080/1573062X.2023.2174032","DOIUrl":null,"url":null,"abstract":"ABSTRACT 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.","PeriodicalId":49392,"journal":{"name":"Urban Water Journal","volume":"20 1","pages":"278 - 297"},"PeriodicalIF":1.6000,"publicationDate":"2023-02-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"A novel cyber-physical resilience-based strategy for water quality sensor placement in water distribution networks\",\"authors\":\"D. Nikolopoulos, C. Makropoulos\",\"doi\":\"10.1080/1573062X.2023.2174032\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"ABSTRACT 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.\",\"PeriodicalId\":49392,\"journal\":{\"name\":\"Urban Water Journal\",\"volume\":\"20 1\",\"pages\":\"278 - 297\"},\"PeriodicalIF\":1.6000,\"publicationDate\":\"2023-02-11\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Urban Water Journal\",\"FirstCategoryId\":\"93\",\"ListUrlMain\":\"https://doi.org/10.1080/1573062X.2023.2174032\",\"RegionNum\":3,\"RegionCategory\":\"环境科学与生态学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"WATER RESOURCES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Urban Water Journal","FirstCategoryId":"93","ListUrlMain":"https://doi.org/10.1080/1573062X.2023.2174032","RegionNum":3,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"WATER RESOURCES","Score":null,"Total":0}
引用次数: 1

摘要

摘要配水网络(WDN)采用带水质传感器的污染预警系统(CWS)来检测水污染。如果其中一些传感器在污染事件中受损,对公众健康的影响可能是毁灭性的。随着关键基础设施面临网络攻击的威胁,WDN面临网络物理攻击的风险,这些攻击可能故意污染水,同时通过网络攻击CWS中的传感器来掩盖事件。我们开发了一种新的水质传感器布局优化策略,该策略可最大限度地提高网络物理攻击场景下的弹性,适用于设计新的传感器布局或升级现有传感器。针对升级问题,在多个WDN上测试了弹性策略。结果显示,在网络物理攻击下,预期的CWS检测性能有所提高,而与经典策略相比,标称运行下的性能权衡最小,这暗示了网络供水设施的良好设计解决方案。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A novel cyber-physical resilience-based strategy for water quality sensor placement in water distribution networks
ABSTRACT 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.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
Urban Water Journal
Urban Water Journal WATER RESOURCES-
CiteScore
4.40
自引率
11.10%
发文量
101
审稿时长
3 months
期刊介绍: Urban Water Journal provides a forum for the research and professional communities dealing with water systems in the urban environment, directly contributing to the furtherance of sustainable development. Particular emphasis is placed on the analysis of interrelationships and interactions between the individual water systems, urban water bodies and the wider environment. The Journal encourages the adoption of an integrated approach, and system''s thinking to solve the numerous problems associated with sustainable urban water management. Urban Water Journal focuses on the water-related infrastructure in the city: namely potable water supply, treatment and distribution; wastewater collection, treatment and management, and environmental return; storm drainage and urban flood management. Specific topics of interest include: network design, optimisation, management, operation and rehabilitation; novel treatment processes for water and wastewater, resource recovery, treatment plant design and optimisation as well as treatment plants as part of the integrated urban water system; demand management and water efficiency, water recycling and source control; stormwater management, urban flood risk quantification and management; monitoring, utilisation and management of urban water bodies including groundwater; water-sensitive planning and design (including analysis of interactions of the urban water cycle with city planning and green infrastructure); resilience of the urban water system, long term scenarios to manage uncertainty, system stress testing; data needs, smart metering and sensors, advanced data analytics for knowledge discovery, quantification and management of uncertainty, smart technologies for urban water systems; decision-support and informatic tools;...
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信