A Cyber-Secured Operation for Water-Energy Nexus
文献类型：期刊论文
| 作者 | Zhao, Pengfei1,2; Gu, Chenghong3; Cao, Zhidong1,2 ; Xie, Da4; Teng, Fei5; Li, Jianwei6; Chen, Xinlei7; Wu, Chenye8,9; Yu, Dongmin10,11; Xu, Xu12
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| 刊名 | IEEE TRANSACTIONS ON POWER SYSTEMS
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| 出版日期 | 2021-07-01 |
| 卷号 | 36期号:4页码:3105-3117 |
| ISSN号 | 0885-8950 |
| 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 |
| DOI | 10.1109/TPWRS.2020.3043757 |
| 通讯作者 | Cao, Zhidong(zhidong.cao@ia.ac.cn) |
| 英文摘要 | 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. |
| WOS关键词 | SYSTEMS |
| 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] |
| WOS研究方向 | Engineering |
| 语种 | 英语 |
| 出版者 | IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC |
| WOS记录号 | WOS:000664032400029 |
| 资助机构 | National Science Fund for Distinguished Young Scholars ; National Natural Science Foundation of China |
| 源URL | [http://ir.ia.ac.cn/handle/173211/45228]  |
| 专题 | 自动化研究所_复杂系统管理与控制国家重点实验室_互联网大数据与安全信息学研究中心 |
| 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 |
| 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. |
入库方式： OAI收割
来源：自动化研究所
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