Risk assessment of CTCS-3 train control system based on FMEA and ELECTRE-III

doi:10.16265/j.cnki.issn1003-3033.2018.04.028

Abstract

Abstract: For the sake of enhancing the reliability of CTCS-3 train control system, a novel risk assessment model based on FMEA and ELECTRE-III is built proposed. In the model, IFNs is utilized to characterize the uncertain information, and ELECTRE-III is introduced to construct the outranking relations between PFMs, and then the ranking of PFMs based on risk level is achieved. A case study is introduced to compare the proposed model with the traditional FMEA, the weighted arithmetic average aggregation operator, VIKOR and TOPSIS. The results demonstrate that the model built by the authors of this paper has strong robustness and can effectively overcome the influence of the heterogeneity among the indexes.

Key words: Chinese train control system-3(CTCS-3), failure mode and effects analysis (FMEA), intuitionistic fuzzy numbers (IFNs), elimination and choice expressing reality-III(ELECTRE-III), potential failure modes(PFMs)

CLC Number:

X913.4

MU Nengye, QIU Zhongquan. Risk assessment of CTCS-3 train control system based on FMEA and ELECTRE-III[J]. China Safety Science Journal, 2018, 28(4): 163-168.

References

[1] 郭荣昌, 陈光武, 范多旺. CTCS风险严重度组合权重和云模型评价方法[J]. 中国安全科学学报, 2016, 26(8): 36-40.
GUO Rongchang, CHEN Guangwu, FAN Duowang. Evaluation of CTCS risk severity based on both combining weights and cloud model[J]. China Safety Science Journal, 2016, 26(8): 36-40.
[2] 张亚东, 郭进, 戴贤春, 等. 列车运行控制系统风险发生频率的分析模型研究[J]. 中国安全科学学报, 2012, 22(9): 37-42.
ZHANG Yadong, GUO Jin, DAI Xianchun, et al. Study on risk occurrence frequency analysis model of train control system[J]. China Safety Science Journal, 2012, 22(9): 37-42.
[3] 张友鹏, 杨金凤. 基于云模型和组合赋权法的CTCS-3级列控系统可靠性评价[J]. 铁道学报, 2016, 38(6): 59-67.
ZHANG Youpeng, YANG Jinfeng. Reliability evaluation of CTCS-3 based on cloud model and combination weighting method[J]. Journal of the China Railway Society, 2016, 38(6): 59-67.
[4] 韩笑, 唐涛, 吕继东, 等. 基于失效日志的CTCS-3级列控车载子系统需求错误所致的失效致因分析[J]. 铁道学报, 2017, 39(3): 59-70.
HAN Xiao, TANG Tao, LYU Jidong, et al. Analysis of requirement-errors-caused failure of on-board subsystem of CTCS-3 train control system based on failure logs[J]. Journal of the China Railway Society, 2017, 39(3): 59-70.
[5] 古莹奎, 梁玲强, 承姿辛. 基于Cross-熵与TOPSIS的复杂系统失效模式与影响分析[J]. 中国安全科学学报, 2016, 26(2): 31-37.
GU Yingkui, LIANG Lingqiang, CHENG Zixin. Failure modes and effect analysis of complex system based on cross-entropy and TOPSIS[J]. China Safety Science Journal, 2016, 26(2): 31-37.
[6] 朱江洪, 李国芳, 王睿, 等. 地铁列车非正常停车FMEA风险评估[J]. 中国安全科学学报, 2017, 27(2): 145-150.
ZHU Jianghong, LI Guofang, WANG Rui, et al. FMEA based assessment of risk that metro train stops abnormally[J]. China Safety Science Journal, 2017, 27(2): 145-150.
[7] CERTA A, HOPPS F, INGHILLERI R, et al. A dempster-shafer theory-based approach to the failure mode, effects and criticality analysis (FMECA) under epistemic uncertainty: application to the propulsion system of a fishing vessel[J]. Reliability Engineering & System Safety, 2017, 159(69): 69-79.
[8] CHU M T, SHYU J, TZENG G H, et al. Comparison among three analytical methods for knowledge communities group-decision analysis[J]. Expert Systems with Applications, 2007, 33(4): 1 011-1 024.
[9] HASHEMI S S, HAJIAGHA S H R, ZAVADSKAS E K, et al. Multicriteria group decision making with ELECTRE III method based on interval-valued intuitionistic fuzzy information[J]. Applied Mathematical Modelling, 2016, 40(2): 1 554-1 564.
[10] XU Zeshui. Intuitionistic fuzzy aggregation operators[J]. IEEE Transactions on Fuzzy Systems, 2008, 14(6): 1 179-1 187.
[11] 刘满凤, 任海平. 基于一类新的直觉模糊熵的多属性决策方法研究[J]. 系统工程理论与实践, 2015, 35(11): 2 909-2 916.
LIU Manfeng, REN Haiping. A study of multi-attribute decision making based on a new intuitionistic fuzzy entropy measure[J]. Systems Engineering-Theory & Practice, 2015, 35(11): 2 909-2 916.