Reliability evaluation of CBTC based on cloud model and combination weighting method
CSTR:
Author:
Clc Number:

U284.48

  • Article
  • | |
  • Metrics
  • |
  • Reference [19]
  • |
  • Related [20]
  • | | |
  • Comments
    Abstract:

    Since there are few reliability analysis of Communication Based Train Control System (CBTC) system, this paper presented a comprehensive evaluation method for reliability evaluation of the CBTC system based on the cloud model and the combination weighting method. Firstly, according to the structure and function of CBTC system, the functional hierarchical model of the system was established, and the subjective and objective weights of the underlying equipment were determined by the combination weighting method. The integrated weight value of the system was obtained according to the additive synthesis method. Secondly, the cloud model was used to represent the reliability of the underlying device of the CBTC system. Finally, the similarity between the CBTC system reliability comprehensive index new cloud and the reliability evaluation set cloud model of virtual cloud computing was compared to obtain the final evaluation result. The results show that the CBTC system reliability evaluation method based on cloud model and combination weighting method can correctly and objectively describe the ability of CBTC system to complete the specified functions, which can be used for the research and development and evaluation of CBTC system.

    Reference
    [1] 郜春海.基于通信的列车运行控制(CBTC)系统[M].北京:中国铁道出版社,2017.Qi C H. Communication-based train operation control (CBTC) system[M]. Beijing:China Railway Publishing House, 2017.(in Chinese)
    [2] 张文韬,张友鹏,苏宏升,等.基于动态故障树的CTCS-3级ATP系统可靠性分析[J].工程设计学报,2014,21(1):18-26.Zhang W T, Zhang Y P, Su H S, et al. Reliability analysis on ATP system of CTCS-3 based on dynamic fault tree[J]. Chinese Journal of Engineering Design,2014,21(1):18-26.(in Chinese)
    [3] 伏玉明,刘伯鸿,宋爽.基于模糊综合评判的转辙机健康评估研究[J].铁道科学与工程学报, 2017,14(5):1070-1076.Fu Y M, Liu B H, Song S. Research on health assessment methods for switch machine based on fuzzy comprehensive evaluation[J]. Journal of Railway Science and Engineering, 2017,14(5):1070-1076.(in Chinese)
    [4] Jin W, Shi Z, Siegel D, et al. Development and evaluation of health monitoring techniques for railway point machines[C]//IEEE Conference on Prognostics & Health Management. USA, Austin:IEEE, 2015:1-11.
    [5] 张友鹏,李远远.基于云模型和证据理论的铁路信号系统风险评估[J].铁道学报,2016,38(1):75-80.Zhang Y P,Li Y Y.Risk assessment of railway signal system based on cloud model and evidence theory[J]. Journal of the China Railway Society, 2016,38(1):75-80.(in Chinese)
    [6] 董慧宇,唐涛,王洪伟.基于二维结构熵的CBTC系统信息安全风险评估方法[J].自动化学报, 2019,45(1):153-162.Dong H Y, Tang Tao, Wang H W. A 2D structure entropy-based approach to security assessment of communication-based train control system[J]. Journal of Safety and Environment, 2019, 45(1):153-162.(in Chinese)
    [7] 赵峰,王开铭,曹茜.基于云理论和组合赋权法的牵引变电所风险评估[J].安全与环境学报, 2017,17(5):1690-1695.Zhao F, Wang K M, Cao Q. Risk assessment of the traction substation based on the cloud theory and combination weighing method[J]. Journal of Safety and Environment, 2017,17(5):1690-1695.(in Chinese)
    [8] 许大亮.利用Matlab绘制云模型[J].科技创新与生产力,2016(1):108-110.Xu D L, Drawing the cloud model by matlab[J]. Sci-tech Innovation and Productivity,2016(1):108-110.(in Chinese)
    [9] Yang B, Zhu Z Y. Mining multilevel spatial association rules with cloud models[J].Journal of Harbin Institute of Technology, 2005,(3):314-318.
    [10] 王芳.基于云模型的高校教师满意度综合评价[J].技术与创新管理,2009,30(5):636-639.Wang F. A comprehensive evaluation method of the university teachers' job satisfaction based on the cloud model[J]. Technology and Innovation Management,2009,30(5):636-639.(in Chinese)
    [11] Metin Daǧdeviren, İhsan Yüksel. Developing a fuzzy analytic hierarchy process (AHP) model for behavior-based safety management[J]. Information Sciences, 2007,178(6):1717-1733.
    [12] Zou Z H, Yun Y, Sun J N. Entropy method for determination of weight of evaluating indicators in fuzzy synthetic evaluation for water quality assessment[J]. Journal of Environmental Science,2006, 18(5):1020-1023.
    [13] Diakoulaki D, Mavrotas G, Papayannakis L. Determining objective weights in multiple criteria problems:The critic method[J]. Computers and Operations Research, 1995(7):763-770.
    [14] 张立军,张潇.基于改进CRITIC法的加权聚类方法[J].统计与决策,2015(22):65-68.Zhang L J, Zhang W. Weighted clustering method based on improved CRITIC method[J].Statistics & Decision,2015(22):65-68.(in Chinese)
    [15] 赵书强,汤善发.基于改进层次分析法、CRITIC法与逼近理想解排序法的输电网规划方案综合评价[J].电力自动化设备,2019,39(3):143-148,162.Zhao S Q. Tang S F. Comprehensive evaluation of transmission network planning scheme based on improved analytic hierarch process, CRITIC method and TOPSIS[J]. Electric Power Automation Equipment, 2019,39(3):143-148,162.(in Chinese)
    [16] 李刚,李建平,孙晓蕾等.主客观权重的组合方式及其合理性研究[J].管理评论,2017,29(12):17-26.Li G, Li J P. Research on a combined method of subjective-objective weighing and the its rationality[J]. Management Review, 2017,29(12):17-26.
    [17] 覃庆努. 复杂系统可靠性建模、分析和综合评价方法研究[D].北京:北京交通大学,2013.Tan Q N. The reliability modeling, analysis and comprehensive evaluation method of complex systems[D]. Beijing:Beijing Jiaotong University, 2013.(in Chinese)
    [18] Qian F, Cai Z H, Wu Y Q, et al. A novel relia-bility evaluation method for series-parallel systems based on cloud model[J]. Journal of Computational Information Systems, 2010, 6(10):3237-3245.
    [19] 邓兵兵,代宝乾,汪彤.基于Isograph的地铁车载ATP系统动态故障树分析[J].中国安全生产科学技术,2016,12(5):80-85.Deng B B, Dai B Q, Wang T. Dynamic fault tree analysis of on-board ATP system in metro based on Isograph[J]. Journal of Safety Science and Technology, 2016,12(5):80-85.(in Chinese)
    Cited by
    Comments
    Comments
    分享到微博
    Submit
Get Citation

何涛,马洁.基于云模型和组合赋权法的CBTC系统可靠性评价[J].重庆大学学报,2023,46(2):130~139

Copy
Share
Article Metrics
  • Abstract:335
  • PDF: 893
  • HTML: 873
  • Cited by: 0
History
  • Received:October 12,2021
  • Online: February 28,2023
Article QR Code