[1]何馥彤,李存斌.考虑信息物理融合系统的韧性电网风险研究现状及发展趋势可视化分析*[J].中国安全生产科学技术,2024,20(2):35-43.[doi:10.11731/j.issn.1673-193x.2024.02.005]
HE Futong,LI Cunbin.Visual analysis on research status and development trend of resilient power grid risk considering cyber-physical systems[J].JOURNAL OF SAFETY SCIENCE AND TECHNOLOGY,2024,20(2):35-43.[doi:10.11731/j.issn.1673-193x.2024.02.005]
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考虑信息物理融合系统的韧性电网风险研究现状及发展趋势可视化分析*
HE Futong,LI Cunbin.Visual analysis on research status and development trend of resilient power grid risk considering cyber-physical systems[J].JOURNAL OF SAFETY SCIENCE AND TECHNOLOGY,2024,20(2):35-43.[doi:10.11731/j.issn.1673-193x.2024.02.005]
《中国安全生产科学技术》[ISSN:1673-193X/CN:11-5335/TB]
- 卷:
- 20
- 期数:
- 2024年2期
- 页码:
- 35-43
- 栏目:
- 学术论著
- 出版日期:
- 2024-02-29
文章信息/Info
- Title:
- Visual analysis on research status and development trend of resilient power grid risk considering cyber-physical systems
- 文章编号:
- 1673-193X(2024)-02-0035-09
- 关键词:
- 电力信息物理融合系统; 韧性电网; 研究热点和前沿; 可视化分析
- Keywords:
- power cyber-physical power systems; resilient power grid; research hotspots and frontiers; visual analysis
- 分类号:
- TM712；X934
- 文献标志码:
- A
- 摘要:
- 为探究韧性电网信息物理融合系统风险研究现状及发展趋势，基于中国知网（CNKI）和Web of Science（WoS）数据库2011—2023年的文献数据，利用CiteSpace对该领域研究的研究热点、前沿及演化趋势进行可视化分析。研究结果表明：国内研究形成以“风险预警与控制”和“电力系统智能化建设”为主题的研究热点，国外研究形成以“信息物理融合”和“连锁故障演化”为主题的研究热点；“智能电网的信息物理耦合”和“信息网络攻击风险分析”是国内研究的前沿方向，“信息物理融合系统安全状态估计”和“风险防控模型”是国外研究的前沿方向；国内研究可分为安全性理论研究期、信息物理攻击风险研究期和故障防御恢复研究期3个时间阶段，国外研究可分为信息物理融合研究期和信息物理安全应用期2个时间阶段；后续研究应加强改进电力信息物理融合系统建模、完善电力信息物理融合系统规划、推进电力信息物理融合系统应用，推进数字化韧性电网稳定运行。研究结果可为韧性电网风险识别和风险预警研究提供一定参考。
- Abstract:
- To explore the current status and development trend of the risk research on cyber-physical systems of resilient power grids,based on the literature data from China national knowledge network (CNKI) and Web of Science (WoS) databases from 2011 to 2023,the CiteSpace was used to visualize and analyze the research hotspots,frontiers and evolutionary trends of research in this field.The results show that the research hotspots of “risk warning and control” and “intelligent construction of power system” have been formed in China,and the research hotspots of “cyber-physical fusion” and “cascading failure evolution” have been formed at abroad.The “cyber-physical coupling of smart power grid” and “information network attack risk analysis” were the research frontiers in China,and the “cyber-physical system security state estimation” and “risk prevention and control model” were the research frontiers at abroad.The research in China could be divided into three time phases: security theory research period,cyber-physical attack risk research period,and failure defense recovery research period,and the research at abroad could be divided into two time phases: cyber-physical fusion research period and cyber-physical security application period.The follow-up research should strengthen the improvement of power cyber-physical system modeling,improve the planning of power cyber-physical system,promote the application of power cyber-physical system,and promote the stable operation of digital resilient power grid.The research results can provide some reference for the risk identification and risk warning research of resilient power grid.
参考文献/References:
［1］汪际峰,李鹏,梁锦照,等.电力系统数字化历程与发展趋势［J］.南方电网技术,2021,15(11):1-8.
WANG Jifeng,LI Peng,LIANG Jinzhao,et al.Development history and trends of power system digitalization ［J］.Southern Power System Technology,2021,15(11):1-8.
［2］王涛,孙聪,顾雪平,等.电力通信耦合网络建模及其脆弱性分析［J］.中国电机工程学报,2018,38(12):3556-3567，15.
WANG Tao,SUN Cong,GU Xueping,et al.Modeling and vulnerability analysis of electric power communication coupled network ［J］.Proceedings of the CSEE,2018,38(12):3556-3567，15.
［3］李保杰,刘岩,李洪杰,等.从乌克兰停电事故看电力信息系统安全问题［J］.中国电力,2017,50(5):71-77.
LI Baojie,LIU Yan,LI Hongjie,et al.Enlightenment on the security of cyber information system under smart grid from Ukraine blackout ［J］.Electric Power,2017,50(5):71-77.
［4］别朝红,林雁翎,邱爱慈.弹性电网及其恢复力的基本概念与研究展望［J］.电力系统自动化,2015,39(22):1-9.
BIE Zhaohong,LIN Yanling,QIU Aici.Concept and research prospects of power system resilience ［J］.Automation of Electric Power Systems,2015,39(22):1-9.
［5］阮前途,谢伟,许寅,等.韧性电网的概念与关键特征［J］.中国电机工程学报,2020,40(21):6773-6784.
YUAN Qiantu,XIE Wei,XU Yin,et al.Concept and key features of resilient power grids ［J］.Proceedings of the CSEE,2020,40(21):6773-6784.
［6］RAOUFI H,VAHIDINASAB V,MEHRAN K.Power systems resilience metrics:a comprehensive review of challenges and outlook［J］.Sustainability,2020,12(22):9698.
［7］阳育德,蓝水岚,覃智君,等.电力信息物理融合系统的网络-物理协同攻击［J］.电力自动化设备,2020,40(2):97-103.
YANG Yude,LAN Shuilan,QIN Zhijun,et al.Coordinated cyber-physical attacks of cyber-physical power system［J］.Electric Power Automation Equipmen,2020,40(2):97-103.
［8］计丽妍,李存斌,贾雪枫,等.多证据融合下电力信息物理系统风险评估研究［J］.智慧电力,2021,49(10):23-29.
JI Liyan,LI Cunbin,JIA Xuefeng,et al.Risk assessment of cyber-physical power system based on multi-evidence fusion ［J］.Smart Power,2021,49(10):23-29.
［9］李存斌,张磊,刘定,等.基于复杂网络的能源互联网信息物理融合系统跨空间风险传递研究［J］.运筹与管理,2019,28(4):139-147.
LI Cunbin,ZHANG Lei,LIU Ding,et al.Research into cross-space risk transfer of energy internet cyber-physical system based on complex network［J］.Operations Research and Management Science,2019,28(4):139-147.
［10］何维国,王赛一,许唐云,等.韧性配电网建设与发展路径［J］.电网技术,2022,46(2):680-690.
HE Weiguo,WANG Saiyi,XU Tangyun,et al.Construction and development path of the urban resilient distribution network ［J］.Power System Technology,2022,46(2):680-690.
［11］叶夏明,文福拴,尚金成,等.电力系统中信息物理安全风险传播机制［J］.电网技术,2015,39(11):3072-3079.
YE Xiaming,WEN Fushuan,SHANG Jincheng,et al.Propagation mechanism of cyber physical security risks in power systems ［J］.Power System Technology,2015,39(11):3072-3079.
［12］李妍莎,蔡晔,曹一家,等.面向联合检修的电力信息物理系统输电线路脆弱相关性辨识［J］.电力系统保护与控制,2022,50(24):120-128.
LI Yansha,CAI Ye,CAO Yijia,et al.Vulnerable correlation identification of a transmission line in the power cyber physical system for federated maintenance ［J］.Power System Protection and Control,2022,50(24):120-128.
［13］邓勇,彭敏放,刘靖雯.电力信息物理系统建模和信息攻击机制分析［J］.电力系统及其自动化学报,2021,33(10):10-17.
DENG Yong,PENG Minfang,LIU Jingwen.Modeling of cyber power physical system and analysis of information attack mechanism ［J］.Proceedings of the CSU-EPSA,2021,33(10):10-17.
［14］庞凯元,王一铮,文福拴,等.计及通信失效的输电系统信息物理协同恢复策略［J］.电力系统自动化,2021,45(3):58-67.
PANG Kaiyaun,WANG Yizheng,WEN Fushuan,et al.Cyber-physical collaborative restoration strategy for power transmission system with communication failures［J］.Automation of Electric Power Systems,2021,45(3):58-67.
［15］杨杰,郭逸豪,郭创新,等.考虑模型与数据双重驱动的电力信息物理系统动态安全防护研究综述［J］.电力系统保护与控制,2022,50(7):176-187.
YANG Jie,GUO Yihao,GUO Chuangxin,et al.A review of dynamic security protection on a cyber physical power system considering model and data driving［J］.Power System Protection and Control,2022,50(7):176-187.
［16］张博,刘绚,于宗超,等.基于人工智能的电力系统网络攻击检测研究综述［J］.高电压技术,2022,48(11):4413-4426.
ZHANG Bo,LIU Xuan,YU Zongchao,et al.Review on artificial intelligence-based network attack detection in power systems［J］.High Voltage Engineering,2022,48(11):4413-4426.
［17］彭莎,孙铭阳,张镇勇,等.机器学习在电力信息物理系统网络安全中的应用［J］.电力系统自动化,2022,46(9):200-215.
PENG Sha,SUN Mingyang,ZHANG Zhenyong,et al.Application of machine learning in cyber security of cyber-physical power system ［J］.Automation of Electric Power Systems,2022,46(9):200-215.
［18］王子骏,刘杨,鲍远义,等.电力系统安全仿真技术:工程安全、网络安全与信息物理综合安全［J］.中国科学:信息科学,2022,52(3):399-429.
WANG Zijun,LIU Yang,BAO Yuanyi,et al.Power system security simulation technologies:engineering safety,network securityand cyber-physical integrated security［J］.Scientia Sinica(Informationis),2022,52(3):399-429.
［19］LAI K,ILLINDALA M,SUBRAMANIAM K.A tri-level optimization model to mitigate coordinated attacks on electric power systems in a cyber-physical environment［J］.Applied Energy,2019,235:204-218.
［20］WADHAWAN Y,ALMAJALI A,NEUMAN C.A comprehensive analysis of smart grid systems against cyber-physical attacks［J］.Electronics,2018,7(10):249.
［21］GUO J,HAN Y Q,CUO C X,et al.Modeling and vulnerability analysis of cyber-physical power systems considering network topology and power flow properties［J］.Energies,2017,10(1):87.
［22］NI M,LI M,LI J,et al.Concept and research framework for coordinated situation awareness and active defense of cyber-physical power systems against cyber-attacks［J］.Journal of Modern Power Systems and Clean Energy,2021,9(3):477-484.
［23］HAN Y Q,CUO C X,MA S Y,et al.Modeling cascading failures and mitigation strategies in PMU based cyber-physical power systems［J］.Journal of Modern Power Systems and Clean Energy,2018,6(5):944-957.
［24］ZHANG Y W,JIANG T L,SHI Q X,et al.Modeling and vulnerability assessment of cyber physical system considering coupling characteristics［J］.International Journal of Electrical Power & Energy Systems,2022,142:108321.
［25］FANG Y C,TANG X F,TANG L,et al.Local evolution model of the communication network for reducing outage risk of power cyber-physical system［J］.Energies,2022,15(21):7876.
［26］SUN P P,DONG Y W,YUAN S,et al.Preventive control policy construction in active distribution network of cyber-physical system with reinforcement learning［J］.Applied Sciences,2021,11(1):229.
［27］刘念,张建华.互动用电方式下的信息安全风险与安全需求分析［J］.电力系统自动化,2011,35(2):79-83.
LIU Nian,ZHANG Jianhua.Cyber security risks and requirements for customer interaction of smart grid［J］.Automation of Electric Power Systems,2011,35(2):79-83.
［28］常康,薛峰,杨卫东.中国智能电网基本特征及其技术进展评述［J］.电力系统自动化,2009,33(17):10-15.
CHANG Kang,XUE Feng,YANG Weidong.Review on the basic characteristics and its technical progress of smart grid in China［J］.Automation of Electric Power Systems,2009,33(17):10-15.
［29］赵俊华,文福拴,薛禹胜,等.电力信息物理融合系统的建模分析与控制研究框架［J］.电力系统自动化,2011,35(16):1-8.
ZHAO Junhua,WEN Fushuan,XUE Yusheng,et al.Modeling analysis and control research framework of cyber physical power systems ［J］.Automation of Electric Power Systems,2011,35(16):1-8.
［30］梅生伟,王莹莹,陈来军.从复杂网络视角评述智能电网信息安全研究现状及若干展望［J］.高电压技术,2011,37(3):672-679.
MEI Shengwei,WANG Yingying,CHEN Laijun.Overviews and prospects of the cyber security of smart grid from the view of complex network theory ［J］.High Voltage Engineering,2011,37(3):672-679.
［31］苏盛,吴长江,马钧,等.基于攻击方视角的电力CPS网络攻击模式分析［J］.电网技术,2014,38(11):3115-3120.
SU Sheng,WU Changjiang,MA Jun,et al.Attacker’s perspective based analysis on cyber attack mode to cyber-physical system ［J］.Power System Technology,2014,38(11):3115-3120.
［32］郭庆来,辛蜀骏,王剑辉,等.由乌克兰停电事件看信息能源系统综合安全评估［J］.电力系统自动化,2016,40(5):145-147.
GUO Qinglai,XIN Shujun,WANG Jianhui,et al.Comprehensive security assessment for a cyber physical energy systema lesson from Ukraine’s blackout ［J］.Automation of Electric Power Systems,2016,40(5):145-147.
［33］ZONOUZ S,ROGERS K M,BERTHIER R,et al.Scpse:security-oriented cyber-physical state estimation for power grid critical infrastructures［J］.IEEE Transactions on Smart Grid,2012,3(4):1790-1799.
［34］YUAN Y,SUN F C,ZHU Q Y.Resilient control in the presence of dos attack:switched system approach［J］.International Journal of Control Automation and Systems,2015,13(6):1423-1435.
［35］POUDEL S,NI Z,MALLA N.Real-time cyber physical system testbed for power system security and control［J］.International Journal of Electrical Power & Energy Systems,2017,90:124-133.
相似文献/References:
备注/Memo
- 备注/Memo:
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收稿日期： 2023-08-09
* 基金项目： 国网上海市电力公司科技项目（52094023000N）
作者简介： 何馥彤，硕士研究生，主要研究方向为企业战略管理、信息管理与决策。
