摘要
为了在传统失效模式及影响分析(FMEA)中考虑专家偏好信息关联与心理行为,提出基于Choquet积分与交互式多准则决策(TODIM)的FMEA风险评估方法。该方法采用区间直觉模糊数表征风险评估信息的模糊性与不确定性,利用能够刻画专家偏好信息关联的2-可加模糊测度和Choquet积分确定专家和风险因子权重,运用区间直觉模糊加权算术集结算子集结专家评价信息,应用反映专家风险评估中心理行为的TODIM方法确定失效模式占优度,以此获取失效模式风险排序。通过地铁车门系统失效风险评估案例验证了所提方法的有效性与可行性。
To consider the problem of expert＇s preference correlation and psychological behavior in the traditional Failure Mode and Effects Analysis（FMEA）,a FMEA risk assessment method based on Choquet integral and Tomada de Decisao Interativa e Multicritevio（TODIM）was proposed.Interval valued intuitionistic fuzzy numbers were used to characterize the risk assessment information of fuzziness and uncertainty.2-additive fuzzy measure and Choquet integration which could be used to describe the preference information correlation of experts was determined for weights of experts and risk factors.The expert evaluation information was aggregated with interval valued intuitionistic weighted arithmetic aggregation operator.The method of TODIM that could response psychological behavior of experts was calculated to the dominant degree of failure mode,and the risk ranking of failure mode was obtained.The effectiveness and feasibility of the proposed method were verified by the case of failure risk assessment of metro vehicle door system.
作者
朱江洪
王睿
李国芳
李延来
ZHUJianghong1,2 , WANG Rui1,2 , LI C＇uofang1 , LI Yanlai1,2(1. School of Transportation and Logistics, Southwest Jiaotong University, Chengdu 610031, China; 2. National United Engineering Laboratory of Integrated and Intelligent Transportation, Southwest Jiaotong University, Chengdu 610031, Chin)
出处
《计算机集成制造系统》
EI
CSCD
北大核心
2018年第3期689-702,共14页
Computer Integrated Manufacturing Systems
基金
国家自然科学基金资助项目(71371156)
西南交通大学博士研究生创新基金资助项目(D-CX201729)~~
关键词
地铁车门系统
风险评估
失效模式及影响分析
CHOQUET积分
交互式多准则决策
故障诊断
subway vehicle door system
risk assessment
failure mode and effects analysis
Choquet integral
tomadade decisao interativa e multicritevio
fault diagnosis
