Reliability Optimization Method for Gas-Electric Integrated Energy Systems Considering Cyber-Physical Interactions

被引:1
|
作者
Zhou, Buxiang [1 ,2 ]
Cai, Yating [1 ,2 ]
Zang, Tianlei [1 ,2 ]
Wu, Jiale [1 ,2 ]
Li, Xuan [1 ,2 ]
Dong, Shen [1 ,2 ]
机构
[1] Sichuan Univ, Coll Elect Engn, Chengdu 610065, Peoples R China
[2] Sichuan Univ, Intelligent Elect Power Grid Key Lab Sichuan Prov, Chengdu 610065, Peoples R China
基金
美国国家科学基金会;
关键词
gas-electric integrated energy system; cyber-physical interaction; reliability indices; reliability optimization; adaptive Gaussian particle swarm optimization algorithm;
D O I
10.3390/en16135187
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
With the development in the field of energy and the growing demand for sustainable energy, gas-electric integrated energy systems are attracting attention as an emerging energy supply method. At the same time, with the deep application of information technology, the cyber-physical interactions of gas-electric integrated energy systems are increasingly enhanced. To this end, first, the reliability assessment indices of a gas-electric integrated energy system, which comprehensively considers the interactions between cyber-physical and different energy sources, are established in this paper to quantitatively assess the reliability level of the system under different fault and failure conditions. Second, to solve the reliability optimization problem, a comprehensive reliability enhancement optimization model is constructed in this paper, which targets the sum of the total penalties of the failure rate and average repair time modification. The impact of the cyber systems on the gas-electric integrated energy systems is transformed into a modification of the failure rate and the average repair time, and the model is solved by an adaptive Gaussian particle swarm optimization algorithm. Finally, the applicability and superiority of the adaptive Gaussian particle swarm optimization algorithm to the reliability optimization of the gas-electricity integrated energy system are verified by conducting simulation tests on the gas-electricity integrated energy system coupled with an 8-node distribution system and the 11-node natural gas system in Belgium. Furthermore, the effects of cyber systems and cyber-attacks on system reliability optimization are also analyzed to verify the effectiveness of the proposed method and the rationality of the newly defined reliability indices.
引用
收藏
页数:19
相关论文
共 50 条
  • [41] Review of Reliability Analysis for Integrated Energy Systems With Integration of Cyber Physical Systems
    Jia H.
    Ding Y.
    Song Y.
    Hu Y.
    Shang N.
    Liu Y.
    Dianwang Jishu/Power System Technology, 2019, 43 (01): : 1 - 11
  • [42] Cyber-Physical Systems for Optimal Energy Management Scheme of Autonomous Electric Vehicle
    Wan, Jiafu
    Yan, Hehua
    Li, Di
    Zhou, Keliang
    Zeng, Lu
    COMPUTER JOURNAL, 2013, 56 (08): : 947 - 956
  • [43] Analytical FRTU deployment approach for reliability improvement of integrated cyber-physical distribution systems
    Wang, Shouxiang
    Liang, Dong
    Ge, Leijiao
    Wang, Xudong
    IET GENERATION TRANSMISSION & DISTRIBUTION, 2016, 10 (11) : 2631 - 2639
  • [44] Reliability Modeling and Assessment of Cyber Space in Cyber-Physical Power Systems
    He, Ruiwen
    Xie, Haijun
    Deng, Jianhua
    Feng, Teng
    Lai, Loi Lei
    Shahidehpour, Mohammad
    IEEE TRANSACTIONS ON SMART GRID, 2020, 11 (05) : 3763 - 3773
  • [45] The Concept of the Embody Reliability in Design of Cyber-physical Systems
    Riznyk, Volodymyr
    2015 XI INTERNATIONAL CONFERENCE ON PERSPECTIVE TECHNOLOGIES AND METHODS IN MEMS DESIGN (MEMSTECH), 2015, : 113 - 115
  • [46] FARE: A Framework for Benchmarking Reliability of Cyber-Physical Systems
    Wu, Leon
    Kaiser, Gail
    2013 NINTH ANNUAL CONFERENCE ON LONG ISLAND SYSTEMS, APPLICATIONS AND TECHNOLOGY (LISAT 2013), 2013,
  • [47] Cyber-physical avionics systems and Its reliability evaluation
    Wu, Zhitao
    Huang, Ning
    Zheng, Xiaoyan
    Li, Xinkun
    2014 IEEE 4TH ANNUAL INTERNATIONAL CONFERENCE ON CYBER TECHNOLOGY IN AUTOMATION, CONTROL, AND INTELLIGENT SYSTEMS (CYBER), 2014, : 429 - 433
  • [48] Energy Management for Cyber-Physical Cloud Systems
    Kumar, Neeraj
    Vasilakos, Athanasios V.
    Choo, Kim-Kwang Raymond
    Yang, Laurence T.
    FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2020, 105 : 754 - 756
  • [49] Reliability Assessment of Power Distribution Cyber-Physical Systems Considering the Impact of Wireless Access Networks
    Lu, Changyue
    Zheng, Siguang
    Dai, Xiaoran
    Wu, Xiaoyan
    APPLIED SCIENCES-BASEL, 2024, 14 (21):
  • [50] The Cross Space Transmission of Cyber Risks in Electric Cyber-Physical Systems
    Wang, Yufei
    Yan, Zhi
    Wang, Jing
    2015 11TH INTERNATIONAL CONFERENCE ON NATURAL COMPUTATION (ICNC), 2015, : 1275 - 1279