Reliability Assessment of Cyber-Physical Generation System

被引:0
|
作者
Amir Rostami
Mohammad Mohammadi
Hadis Karimipour
机构
[1] Shiraz University,
[2] University of Calgary,undefined
关键词
Cyber-physical generation system; Cyber-attack; Reliability assessment; Wind power generation; Correlation;
D O I
暂无
中图分类号
学科分类号
摘要
This paper presents an effective reliability assessment technique for the cyber-physical generation systems (CPGS)s. The assessment technique incorporates cybersecurity issues in smart grids considering non-normal random variables with nonlinear dependencies. A Bayesian attack graph is adopted for vulnerability analysis of CPGS and model the probabilistic nature of attack paths. In addition, the meantime-to-compromise is modeled at the operation level instead of the component level, which leads to more accurate results in terms of loss of load expectation and expected energy not supplied. Further, a hybrid approximate-analytical method is presented to assess the capacity outage probability table in power systems. The proposed method overcomes the Sequential Monte Carlo simulation (SMCS) drawbacks and demonstrates the effects of cyber-attack and wind farm correlations on generation capacity adequacy assessment. The proposed method is implemented on the modified IEEE Reliability Test System. A comparison with SMCS demonstrates the efficiency and accuracy of the proposed method.
引用
收藏
页码:617 / 626
页数:9
相关论文
共 50 条
  • [21] A Review of Cyber-Physical Energy System Security Assessment
    Rasmussen, Theis B.
    Yang, Guangya
    Nielsen, Arne H.
    Dong, Zhaoyang
    2017 IEEE MANCHESTER POWERTECH, 2017,
  • [22] Modified Reliability Assessment Method for Analysis of Cyber-Physical System Consisting IEEE 24 Bus System Parallel with Cyber Network
    Tak, Lalit
    Yadav, Atul Kumar
    Singh, Neeraj Kumar
    Majeed, Mahshooq Abdul
    Mahajan, Vasundhara
    SMART SCIENCE, 2023, 11 (01) : 120 - 134
  • [23] Reliability Assessment of Cyber Physical Distribution System
    Liu, Jie
    Wang, Diangang
    Zhang, Cheng
    Tang, Zhenyu
    Jiang, Zhuozhen
    Liu, Junyong
    Xiang, Yue
    PROCEEDINGS OF THE 9TH INTERNATIONAL CONFERENCE ON APPLIED ENERGY, 2017, 142 : 2021 - 2026
  • [24] Risk Assessment in Cyber-physical System in Office Environment
    Yoneda, Shoichi
    Tanimoto, Shigeaki
    Konosu, Tsutomu
    Sato, Hiroyuki
    Kanai, Atsushi
    PROCEEDINGS 2015 18TH INTERNATIONAL CONFERENCE ON NETWORK-BASED INFORMATION SYSTEMS (NBIS 2015), 2015, : 412 - 417
  • [25] Reliability assessment of cyber-physical distribution network based on the fault tree
    Sun, Xu
    Liu, Yanli
    Deng, Liangchen
    RENEWABLE ENERGY, 2020, 155 : 1411 - 1424
  • [26] Verifying Cyber-Physical System Behavior in the Context of Cyber-Physical System-Networks
    Brings, Jennifer
    2017 IEEE 25TH INTERNATIONAL REQUIREMENTS ENGINEERING CONFERENCE (RE), 2017, : 556 - 561
  • [27] Industrial Cyber-Physical System Evolution Detection and Alert Generation
    Iglesias, Aitziber
    Sagardui, Goiuria
    Arellano, Cristobal
    APPLIED SCIENCES-BASEL, 2019, 9 (08):
  • [28] The next generation of Cyber-Physical Systems
    Dumitrache, Ioan
    CONTROL ENGINEERING AND APPLIED INFORMATICS, 2010, 12 (02): : 3 - 4
  • [29] Framework of a benchmark testbed for power system cyber-physical reliability studies
    Lei, Hangtian
    Chakhchoukh, Yacine
    Singh, Chanan
    INTERNATIONAL TRANSACTIONS ON ELECTRICAL ENERGY SYSTEMS, 2019, 29 (01)
  • [30] Refined Modeling and Evaluation of Reliability for Cyber-Physical System of Distribution Network
    Lin D.
    Liu Q.
    Zeng G.
    Wang Z.
    Yu T.
    Yu, Tao (taoyu1@scut.edu.cn), 1600, Automation of Electric Power Systems Press (45): : 92 - 101