何永贵;刘江;

• 1:华北电力大学经济管理系

摘要(Abstract)：

为实现电力系统能量流、信息流、业务流和用户流的有机融合,国家电网公司致力于以电力物联网建设为依托,强化能源互联网信息支撑体系。而如何识别和掌控其风险成为推进电力物联网建设与实施的重要课题。文章通过风险识别构建了电力物联网评价指标体系,并针对主、客观赋权法的优劣,结合改进的层次分析和熵值法两种方法对指标进行组合赋权。然后以云理论为基础构建基于云模型的安全风险评估模型。最后以我国电力物联网为例验证了模型具备较好的稳定性,且评估结果发现电力物联网整体处于较高风险等级,并对此提出相应对策。研究成果以期对电力物联网建设与实施提供一种有益的价值参考和科学判据。

关键词(KeyWords)： 电力物联网;组合赋权;云模型;风险评估

Abstract:

Keywords:

基金项目(Foundation): 国家社会科学基金项目“多情景模拟下统一碳交易对我国出口竞争力的传导效应评估与政策研究”(17BGL252)~~

作者(Author): 何永贵;刘江;

Email:

DOI: 10.13335/j.1000-3673.pst.2020.0469

参考文献(References)：

• [1]曾鸣,王雨晴,李明珠,等．泛在电力物联网体系架构及实施方案初探[J]．智慧电力,2019,47(4):1-7.Zeng Ming,Wang Yuqing,Li Mingzhu,et al.A preliminary study on the system architecture and implementation plan of the Ubiquitous Power Internet of Things[J].Smart Power,2019,47(4):1-7(in Chinese)．
• [2]国家电网有限公司．全面部署泛在电力物联网建设[EB/OL].[2019-04-16].http://h5ip.cn/ozIF．
• [3]曾鸣,刘英新,赵静,等．“云大物移智”与泛在电力物联网融合的安全风险分析及安全架构体系设计[J]．智慧电力,2019,47(8):25-31.Zeng Ming,Liu Yingxin,Zhao Jing,et al.Security risk analysis and security architecture system design for the integration of“smart clouds”and Ubiquitous Electric Internet of Things[J].Smart Power,2019,47(8):25-31(in Chinese)．
• [4]曲朝阳,董运昌,刘帅,等．基于生物免疫学方法的泛在电力物联网安全技术[J]．电力系统自动化,2020,44(2):1-12.Qu Chaoyang,Dong Yunchang,Liu Shuai,et al.Security technology of Ubiquitous Electric Internet of Things based on bioimmunology[J].Automation of Electric Power Systems,2020,44(2):1-12(in Chinese)．
• [5]Aydos,M,Vural Y,Tekerek A.Assessing risks and threats with layered approach to Internet of Things security[J].Measurement&Control,2019,52(5-6):338-353．
• [6]赵婷,高昆仑,郑晓崑,等．智能电网物联网技术架构及信息安全防护体系研究[J]．中国电力,2012,45(5):87-90.Zhao Ting,Gao Kunlun,Zheng Xiaokun,et al.Research on the smart IOT technology architecture and information security protection system[J].Electric Power,2012,45(5):87-90(in Chinese)．
• [7]Singh J,Pasquier T,Bacon J,et al.Twenty security considerations for cloud-supported Internet of Things[J].Internet of Things Journal,IEEE Internet of Things Journal,2016,3(3):269-284．
• [8]杨挺,翟峰,赵英杰,等．泛在电力物联网释义与研究展望[J]．电力系统自动化,2019,43(13):9-20.Yang Ting,Zhai Feng,Zhao Yingjie,et al.Explanation and prospect of Ubiquitous Electric Power Internet of Things[J].Automation of Electric Power Systems,2019,43(13):9-20(in Chinese)．
• [9]刘念,余星火,王剑辉,等．泛在物联的配用电优化运行：信息物理社会系统的视角[J]．电力系统自动化,2020,44(1):1-12.Liu Nian,Yu Xinghuo,Wang Jianhui,et al.Optimized operation of Ubiquitous Internet of Things for power distribution:the perspective of information physics social system[J].Automation of Electric Power Systems,2020,44(1):1-12(in Chinese)．
• [10]Ando R,Shima S,Takemura T.Analysis of privacy and security affecting the intention of use in personal data collection in an IOTenvironment[J].IEICE Transactions on Information and Systems,2016,E99D(8):1974-1981．
• [11]王羽佳,李华强,刘沛清,等．基于改进DEAHP模型的支路综合脆弱性评估方法[J]．电网技术,2016,40(4):1249-1256.Wang Jiayu,Li Huaqiang,Liu Peiqing,et al.Comprehensive vulnerability assessment method of branch based on improved DEAHP model[J].Power System Technology,2016,40(4):1249-1256(in Chinese)．
• [12]Nurse J,Creese S,De Roure D,Security risk assessment in Internet of Things systems[J].IT Professional,2017,19(5):20-26．
• [13]王霞,段庆全．基于改进层次分析法的油气管道风险因素权重计算[J]．油气储运,2019,38(11):1227-1231.Wang Xia,Duan Qingquan.Calculation of risk factors weighting of oil and gas pipelines based on improved analytic hierarchy process[J].Oil and Gas Storage and Transportation,2019,38(11):1227-1231(in Chinese)．
• [14]孙歌,陈光武,王诗豪．基于加权云模型的全电子联锁系统运营安全风险评估[J]．铁道标准设计,2019,63(1):158-164.Sun Ge,Chen Guangwu,Wang Shihao.Risk assessment of operational safety of full electronic interlocking system based on weighted cloud model[J].Design of Railway Standards,2019,63(1):158-164(in Chinese)．
• [15]沈翔,杨洪耕,段晨．基于灰靶理论与云模型的电压暂降事件数据挖掘分析方法[J]．电网技术,2019,43(2):722-731.Seng Xiang,Yang Honggeng,Duan Chen.Data mining analysis method of voltage sag event based on gray target theory and cloud model[J].Power System Technology,2019,43(2):722-731(in Chinese)．
• [16]汤波,马世伟,林顺富,等．基于云理论的居民负荷集体谐波概率分布[J]．电力系统自动化,2016,40(3):39-45,151.Tang Bo,Ma Shiwei,Lin Shunfu,et al.Probability distribution of collective harmonics of residential load based on cloud theory[J].Automation of Electric Power Systems,2016,40(3):39-45,151(in Chinese)．
• [17]李德毅,杜鹢．不确定性人工智能[M]．北京：国防工业出版社,2005:57-383．
• [18]刘晓欣,刘志坚,吴桂鸿．基于FAHP与云模型的地区电网安全风险评估[J]．昆明理工大学学报(自然科学版),2018,43(4):71-77.Liu Xiaoxin,Liu Zhijian,Wu Guihong.Risk assessment of regional power grid security based on FAHP and cloud model[J].Journal of Kunming University of Science and Technology(Natural Science),2018,43(4):71-77(in Chinese)．
• [19]刘敦楠,张潜,李霄彤,等．基于云模型与模糊Petri网的电力市场潜在危害行为识别[J]．电力系统自动化,2019,43(2):25-37.Liu Dunnan,Zhang Qian,Li Xiaotong,et al.Recognition of potential hazardous behaviors in electricity market based on cloud model and fuzzy Petri net[J].Automation of Electric Power Systems,2019,43(2):25-37(in Chinese)．
• [20]李娟．基于物联网的电力企业安全效益评价研究[D]．北京：华北电力大学,2012.