Failure mode and effect analysis(FMEA)is a preven-tative risk evaluation method used to evaluate and eliminate fail-ure modes within a system.However,the traditional FMEA method exhibits many deficiencies that pose ch...Failure mode and effect analysis(FMEA)is a preven-tative risk evaluation method used to evaluate and eliminate fail-ure modes within a system.However,the traditional FMEA method exhibits many deficiencies that pose challenges in prac-tical applications.To improve the conventional FMEA,many modified FMEA models have been suggested.However,the majority of them inadequately address consensus issues and focus on achieving a complete ranking of failure modes.In this research,we propose a new FMEA approach that integrates a two-stage consensus reaching model and a density peak clus-tering algorithm for the assessment and clustering of failure modes.Firstly,we employ the interval 2-tuple linguistic vari-ables(I2TLVs)to express the uncertain risk evaluations provided by FMEA experts.Then,a two-stage consensus reaching model is adopted to enable FMEA experts to reach a consensus.Next,failure modes are categorized into several risk clusters using a density peak clustering algorithm.Finally,the proposed FMEA is illustrated by a case study of load-bearing guidance devices of subway systems.The results show that the proposed FMEA model can more easily to describe the uncertain risk information of failure modes by using the I2TLVs;the introduction of an endogenous feedback mechanism and an exogenous feedback mechanism can accelerate the process of consensus reaching;and the density peak clustering of failure modes successfully improves the practical applicability of FMEA.展开更多
In order to reduce the errors of the reliability of the retaining wall structure in the establishment of function, in the estimation of parameter and algorithm, firstly, two new reliability and stability models of ant...In order to reduce the errors of the reliability of the retaining wall structure in the establishment of function, in the estimation of parameter and algorithm, firstly, two new reliability and stability models of anti-slipping and anti-overturning based on the upper-bound theory of limit analysis were established, and two kinds of failure modes were regarded as a series of systems with multiple correlated failure modes. Then, statistical characteristics of parameters of the retaining wall structure were inferred by maximal entropy principle. At last, the structural reliabilities of single failure mode and multiple failure modes were calculated by Monte Carlo method in MATLAB and the results were compared and analyzed on the sensitivity. It indicates that this method, with a high precision, is not only easy to program and quick in calculation, but also without the limit of nonlinear functions and non-normal random variables. And the results calculated by this method which applies both the limit analysis theory, maximal entropy principle and Monte Carlo method into analyzing the reliability of the retaining wall structures is more scientific, accurate and reliable, in comparison with those calculated by traditional method.展开更多
A new method of system failure analysis was proposed. First, considering the relationships between the failure subsystems,the decision making trial and evaluation laboratory(DEMATEL) method was used to calculate the d...A new method of system failure analysis was proposed. First, considering the relationships between the failure subsystems,the decision making trial and evaluation laboratory(DEMATEL) method was used to calculate the degree of correlation between the failure subsystems, analyze the combined effect of related failures, and obtain the degree of correlation by using the directed graph and matrix operations. Then, the interpretative structural modeling(ISM) method was combined to intuitively show the logical relationship of many failure subsystems and their influences on each other by using multilevel hierarchical structure model and obtaining the critical subsystems. Finally, failure mode effects and criticality analysis(FMECA) was used to perform a qualitative hazard analysis of critical subsystems, determine the critical failure mode, and clarify the direction of reliability improvement.Through an example, the result demonstrates that the proposed method can be efficiently applied to system failure analysis problems.展开更多
The fatigue life of aeroengine turbine disc presents great dispersion due to the randomness of the basic variables,such as applied load,working temperature,geometrical dimensions and material properties.In order to am...The fatigue life of aeroengine turbine disc presents great dispersion due to the randomness of the basic variables,such as applied load,working temperature,geometrical dimensions and material properties.In order to ameliorate reliability analysis efficiency without loss of reliability,the distributed collaborative response surface method(DCRSM) was proposed,and its basic theories were established in this work.Considering the failure dependency among the failure modes,the distributed response surface was constructed to establish the relationship between the failure mode and the relevant random variables.Then,the failure modes were considered as the random variables of system response to obtain the distributed collaborative response surface model based on structure failure criterion.Finally,the given turbine disc structure was employed to illustrate the feasibility and validity of the presented method.Through the comparison of DCRSM,Monte Carlo method(MCM) and the traditional response surface method(RSM),the results show that the computational precision for DCRSM is more consistent with MCM than RSM,while DCRSM needs far less computing time than MCM and RSM under the same simulation conditions.Thus,DCRSM is demonstrated to be a feasible and valid approach for improving the computational efficiency of reliability analysis for aeroengine turbine disc fatigue life with multiple random variables,and has great potential value for the complicated mechanical structure with multi-component and multi-failure mode.展开更多
目的:分析失效模式与效应分析(failure mode and effect analysis,FMEA)在口腔综合治疗台水路(DUWLs)污染管理中的应用,为临床口腔综合治疗台水路污染防控提供依据。方法:采用便利抽样法,选取某三级甲等口腔专科医院40台口腔综合治疗台(...目的:分析失效模式与效应分析(failure mode and effect analysis,FMEA)在口腔综合治疗台水路(DUWLs)污染管理中的应用,为临床口腔综合治疗台水路污染防控提供依据。方法:采用便利抽样法,选取某三级甲等口腔专科医院40台口腔综合治疗台(DCU)为研究对象,应用失效模式与效应分析法风险管理工具,组建多学科团队,通过对口腔综合治疗台所在科室口腔综合治疗台管理相关人员进行隐蔽性参与式观察,发现口腔综合治疗台管理过程中潜在失效模式及潜在失效结果,对高风险失效模式制定并实施一系列干预措施。比较失效模式与效应分析法实施前后口腔综合治疗台手机端、三用枪、漱口水端开诊前及诊疗之间医务人员冲洗行为的依从率及正确率、各失效模式的风险优先指数(RPN)降低率以及诊疗用水合格率。结果:与干预前相比,实施失效模式与效应分析法管理后口腔综合治疗台手机端、三用枪、漱口水端开诊前及诊疗之间医务人员冲洗行为的依从率及正确率均提高,差异均有统计学意义(P<0.05);与干预前相比,实施失效模式与效应分析法管理后各项高风险失效模式RPN值均下降;与干预前相比,口腔综合治疗台手机端、三用枪、漱口水端诊疗用水合格率提高,差异均有统计学意义(P<0.05)。结论:运用失效模式与效应分析法风险管理工具能有效提升口腔医务人员口腔综合治疗台水路污染管理水平,提高口腔诊疗用水合格率。展开更多
针对刚性挡墙绕基底转动与平动耦合(rotation around the base and translation coupling,简称RBT)模式下砂土非极限主动土压力的分布问题,选取转动中心位置参数n=0.5、1.0、5.0共3组转动中心对其进行离散元模拟研究。结果表明,RBT模式...针对刚性挡墙绕基底转动与平动耦合(rotation around the base and translation coupling,简称RBT)模式下砂土非极限主动土压力的分布问题,选取转动中心位置参数n=0.5、1.0、5.0共3组转动中心对其进行离散元模拟研究。结果表明,RBT模式下主动土压力兼具绕基底转动(rotation around base,简称RB)模式下凹型分布和平动(translational,简称T)模式直线分布的特点。在破坏过程中,墙土摩擦角往往先于内摩擦角达到极限值,墙后滑裂面为一曲面,且土体滑裂面处有明显的主应力偏转现象。基于数值模拟结果,根据中间对称圆弧拱得到了层间等效内摩擦角与n的函数关系式,利用水平层分析法,建立了曲边梯形微分单元的受力平衡方程,采用有限差分法求解得到了RBT模式非极限主动土压力数值解。参数分析表明,墙体位移、内摩擦角及转动中心位置参数n对主动土压力具有显著的影响。通过与数值模拟和模型试验的对比,验证了所提理论的合理性和可靠性,研究成果可为刚性挡土墙土压力计算提供参考。展开更多
基金supported by the Fundamental Research Funds for the Central Universities(22120240094)Humanities and Social Science Fund of Ministry of Education China(22YJA630082).
文摘Failure mode and effect analysis(FMEA)is a preven-tative risk evaluation method used to evaluate and eliminate fail-ure modes within a system.However,the traditional FMEA method exhibits many deficiencies that pose challenges in prac-tical applications.To improve the conventional FMEA,many modified FMEA models have been suggested.However,the majority of them inadequately address consensus issues and focus on achieving a complete ranking of failure modes.In this research,we propose a new FMEA approach that integrates a two-stage consensus reaching model and a density peak clus-tering algorithm for the assessment and clustering of failure modes.Firstly,we employ the interval 2-tuple linguistic vari-ables(I2TLVs)to express the uncertain risk evaluations provided by FMEA experts.Then,a two-stage consensus reaching model is adopted to enable FMEA experts to reach a consensus.Next,failure modes are categorized into several risk clusters using a density peak clustering algorithm.Finally,the proposed FMEA is illustrated by a case study of load-bearing guidance devices of subway systems.The results show that the proposed FMEA model can more easily to describe the uncertain risk information of failure modes by using the I2TLVs;the introduction of an endogenous feedback mechanism and an exogenous feedback mechanism can accelerate the process of consensus reaching;and the density peak clustering of failure modes successfully improves the practical applicability of FMEA.
基金Project(2013CB036004) supported by the National Basic Research Program of ChinaProjects(51178468,51174086) supported by the National Natural Science Foundation of ChinaProject(201102) supported by the Open Foundation of Hunan Key Laboratory of Safe Mining Techniques of Coal Mines,China
文摘In order to reduce the errors of the reliability of the retaining wall structure in the establishment of function, in the estimation of parameter and algorithm, firstly, two new reliability and stability models of anti-slipping and anti-overturning based on the upper-bound theory of limit analysis were established, and two kinds of failure modes were regarded as a series of systems with multiple correlated failure modes. Then, statistical characteristics of parameters of the retaining wall structure were inferred by maximal entropy principle. At last, the structural reliabilities of single failure mode and multiple failure modes were calculated by Monte Carlo method in MATLAB and the results were compared and analyzed on the sensitivity. It indicates that this method, with a high precision, is not only easy to program and quick in calculation, but also without the limit of nonlinear functions and non-normal random variables. And the results calculated by this method which applies both the limit analysis theory, maximal entropy principle and Monte Carlo method into analyzing the reliability of the retaining wall structures is more scientific, accurate and reliable, in comparison with those calculated by traditional method.
基金Project(51275205)supported by the National Natural Science Foundation of China
文摘A new method of system failure analysis was proposed. First, considering the relationships between the failure subsystems,the decision making trial and evaluation laboratory(DEMATEL) method was used to calculate the degree of correlation between the failure subsystems, analyze the combined effect of related failures, and obtain the degree of correlation by using the directed graph and matrix operations. Then, the interpretative structural modeling(ISM) method was combined to intuitively show the logical relationship of many failure subsystems and their influences on each other by using multilevel hierarchical structure model and obtaining the critical subsystems. Finally, failure mode effects and criticality analysis(FMECA) was used to perform a qualitative hazard analysis of critical subsystems, determine the critical failure mode, and clarify the direction of reliability improvement.Through an example, the result demonstrates that the proposed method can be efficiently applied to system failure analysis problems.
基金Project(51335003)supported by the National Natural Science Foundation of ChinaProject(20111102110011)supported by the Specialized Research Fund for the Doctoral Program of Higher Education of China
文摘The fatigue life of aeroengine turbine disc presents great dispersion due to the randomness of the basic variables,such as applied load,working temperature,geometrical dimensions and material properties.In order to ameliorate reliability analysis efficiency without loss of reliability,the distributed collaborative response surface method(DCRSM) was proposed,and its basic theories were established in this work.Considering the failure dependency among the failure modes,the distributed response surface was constructed to establish the relationship between the failure mode and the relevant random variables.Then,the failure modes were considered as the random variables of system response to obtain the distributed collaborative response surface model based on structure failure criterion.Finally,the given turbine disc structure was employed to illustrate the feasibility and validity of the presented method.Through the comparison of DCRSM,Monte Carlo method(MCM) and the traditional response surface method(RSM),the results show that the computational precision for DCRSM is more consistent with MCM than RSM,while DCRSM needs far less computing time than MCM and RSM under the same simulation conditions.Thus,DCRSM is demonstrated to be a feasible and valid approach for improving the computational efficiency of reliability analysis for aeroengine turbine disc fatigue life with multiple random variables,and has great potential value for the complicated mechanical structure with multi-component and multi-failure mode.
文摘目的:分析失效模式与效应分析(failure mode and effect analysis,FMEA)在口腔综合治疗台水路(DUWLs)污染管理中的应用,为临床口腔综合治疗台水路污染防控提供依据。方法:采用便利抽样法,选取某三级甲等口腔专科医院40台口腔综合治疗台(DCU)为研究对象,应用失效模式与效应分析法风险管理工具,组建多学科团队,通过对口腔综合治疗台所在科室口腔综合治疗台管理相关人员进行隐蔽性参与式观察,发现口腔综合治疗台管理过程中潜在失效模式及潜在失效结果,对高风险失效模式制定并实施一系列干预措施。比较失效模式与效应分析法实施前后口腔综合治疗台手机端、三用枪、漱口水端开诊前及诊疗之间医务人员冲洗行为的依从率及正确率、各失效模式的风险优先指数(RPN)降低率以及诊疗用水合格率。结果:与干预前相比,实施失效模式与效应分析法管理后口腔综合治疗台手机端、三用枪、漱口水端开诊前及诊疗之间医务人员冲洗行为的依从率及正确率均提高,差异均有统计学意义(P<0.05);与干预前相比,实施失效模式与效应分析法管理后各项高风险失效模式RPN值均下降;与干预前相比,口腔综合治疗台手机端、三用枪、漱口水端诊疗用水合格率提高,差异均有统计学意义(P<0.05)。结论:运用失效模式与效应分析法风险管理工具能有效提升口腔医务人员口腔综合治疗台水路污染管理水平,提高口腔诊疗用水合格率。
文摘针对刚性挡墙绕基底转动与平动耦合(rotation around the base and translation coupling,简称RBT)模式下砂土非极限主动土压力的分布问题,选取转动中心位置参数n=0.5、1.0、5.0共3组转动中心对其进行离散元模拟研究。结果表明,RBT模式下主动土压力兼具绕基底转动(rotation around base,简称RB)模式下凹型分布和平动(translational,简称T)模式直线分布的特点。在破坏过程中,墙土摩擦角往往先于内摩擦角达到极限值,墙后滑裂面为一曲面,且土体滑裂面处有明显的主应力偏转现象。基于数值模拟结果,根据中间对称圆弧拱得到了层间等效内摩擦角与n的函数关系式,利用水平层分析法,建立了曲边梯形微分单元的受力平衡方程,采用有限差分法求解得到了RBT模式非极限主动土压力数值解。参数分析表明,墙体位移、内摩擦角及转动中心位置参数n对主动土压力具有显著的影响。通过与数值模拟和模型试验的对比,验证了所提理论的合理性和可靠性,研究成果可为刚性挡土墙土压力计算提供参考。
