A Cyber-Secured Operation for Water-Energy Nexus
Zhao, Pengfei1,2; Gu, Chenghong3; Cao, Zhidong1,2; Xie, Da4; Teng, Fei5; Li, Jianwei6; Chen, Xinlei7; Wu, Chenye8,9; Yu, Dongmin10,11; Xu, Xu12; Li, Shuangqi3
发表期刊IEEE TRANSACTIONS ON POWER SYSTEMS
ISSN0885-8950
2021-07-01
卷号36期号:4页码:3105-3117
通讯作者Cao, Zhidong(zhidong.cao@ia.ac.cn)
摘要The wide implementation of information and communication technologies (ICT) cause power system operations exposed to cyber-attacks. Meanwhile, the tendency of integrated multi energy vectors has worsened this issue with multiple energy coupled. This paper proposes a two-stage risk-averse mitigation strategy for water-energy systems (WESs), incorporating power, natural gas and water systems against false data injection attacks (FDIA) under water-energy nexus. The FDIA on individual sub-systems is modelled through hampering false data integrity to the systems. An innovative two-stage risk-averse distributionally robust optimization (RA-DRO) is proposed to mitigate uneconomic operation and provides a coordinated optimal load shedding scheme for the nexus system security. A coherent risk measure, Conditional Value-at-Risk is incorporated into the RA-DRO to model risk. A Benders decomposition method is used to solve the original NP-hard RA-DRO problem. Case studies are demonstrated on a WES under water-energy nexus and results show that the effectiveness of the method to mitigate risks from potential FDIA and renewable uncertainties. This research provides WES operators an economic system operation tool by optimally coordinating energy infrastructures and implementing reasonable load shedding to enhance cybersecurity.
关键词Uncertainty Optimization Power systems Load modeling Water resources Reliability Economics Distributionally robust optimization false data injection attacks integrated energy system mitigation strategy risk aversion water-energy nexus
DOI10.1109/TPWRS.2020.3043757
关键词[WOS]SYSTEMS
收录类别SCI
语种英语
资助项目National Science Fund for Distinguished Young Scholars[72025404] ; National Natural Science Foundation of China[72042018] ; National Natural Science Foundation of China[71621002]
项目资助者National Science Fund for Distinguished Young Scholars ; National Natural Science Foundation of China
WOS研究方向Engineering
WOS类目Engineering, Electrical & Electronic
WOS记录号WOS:000664032400029
出版者IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
七大方向——子方向分类智能控制
引用统计
被引频次:6[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符http://ir.ia.ac.cn/handle/173211/45229
专题复杂系统管理与控制国家重点实验室_互联网大数据与信息安全
通讯作者Cao, Zhidong
作者单位1.Chinese Acad Sci, Inst Automat, Beijing 100190, Peoples R China
2.Univ Chinese Acad Sci, Sch Artificial Intelligence, Beijing 100190, Peoples R China
3.Univ Bath, Dept Elect & Elect Engn, Bath BA2 7AY, Avon, England
4.Shanghai Jiao Tong Univ, Dept Elect Engn, Shanghai 200240, Peoples R China
5.Imperial Coll London, Dept Elect & Elect Engn, London SW7 2AZ, England
6.Beijing Inst Technol, Dept Mech Engn, Beijing 100081, Peoples R China
7.Carnegie Mellon Univ, Dept Elect Engn, Pittsburgh, PA 15289 USA
8.Chinese Univ Hong Kong, Sch Sci & Engn, Shenzhen 518172, Guangdong, Peoples R China
9.Shenzhen Inst Artificial Intelligence & Robot Soc, Shenzhen 518129, Guangdong, Peoples R China
10.Northeast Elect Power Univ, Minist Educ, Key Lab Modern Power Syst Simulat & Control & Ren, Jilin 132012, Jilin, Peoples R China
11.Elect Power Res Inst China, Beijing 100085, Peoples R China
12.Hong Kong Polytech Univ, Dept Elect Engn, Hung Hom, Hong Kong 999077, Peoples R China
第一作者单位中国科学院自动化研究所
通讯作者单位中国科学院自动化研究所
推荐引用方式
GB/T 7714
Zhao, Pengfei,Gu, Chenghong,Cao, Zhidong,et al. A Cyber-Secured Operation for Water-Energy Nexus[J]. IEEE TRANSACTIONS ON POWER SYSTEMS,2021,36(4):3105-3117.
APA Zhao, Pengfei.,Gu, Chenghong.,Cao, Zhidong.,Xie, Da.,Teng, Fei.,...&Li, Shuangqi.(2021).A Cyber-Secured Operation for Water-Energy Nexus.IEEE TRANSACTIONS ON POWER SYSTEMS,36(4),3105-3117.
MLA Zhao, Pengfei,et al."A Cyber-Secured Operation for Water-Energy Nexus".IEEE TRANSACTIONS ON POWER SYSTEMS 36.4(2021):3105-3117.
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