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基于QPSO的多因素影响下系统故障概率变化程度研究 被引量:6
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作者 崔铁军 李莎莎 《安全与环境学报》 CAS CSCD 北大核心 2021年第5期1905-1910,共6页
为适应快速系统故障分析,在多因素影响下了解系统故障变化程度范围,预先判断故障变化速度趋势,在空间故障树(Space Fault Tree,SFT)理论框架下提出了一种基于量子粒子群优化算法(Quantum Particle Swarm Optimization,QPSO)的分析方法... 为适应快速系统故障分析,在多因素影响下了解系统故障变化程度范围,预先判断故障变化速度趋势,在空间故障树(Space Fault Tree,SFT)理论框架下提出了一种基于量子粒子群优化算法(Quantum Particle Swarm Optimization,QPSO)的分析方法。论述了QPSO的基本模型和步骤,在SFT中给出了描述系统故障概率变化的表达式,进而提出了多因素影响下系统故障概率变化程度范围的确定方法。方法适合于连续因素组成的连续空间中系统故障概率分布的优化,可实现单因素和多因素联合影响下的故障变化程度范围确定。使用经典算例进行分析,结果表明,算法得到的结果虽精度降低,但与传统解析结果相似,同时提高了分析速度。因此方法有利于系统故障的应急分析、预测和判断。 展开更多
关键词 安全系统工程 SFT QPSO 多因素影响 系统故障概率 变化程度范围
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Application of matrix-based system reliability method in complex slopes 被引量:3
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作者 谢桂华 张家生 刘荣桂 《Journal of Central South University》 SCIE EI CAS 2013年第3期812-820,共9页
Complex slopes are characterized by large numbers of failure modes,cut sets or link sets,or by statistical dependence between the failure modes.For such slopes,a systematic quantitative method,or matrix-based system r... Complex slopes are characterized by large numbers of failure modes,cut sets or link sets,or by statistical dependence between the failure modes.For such slopes,a systematic quantitative method,or matrix-based system reliability method,was described and improved for their reliability analysis.A construction formula of event vector c E was suggested to solve the difficulty of identifying any component E in sample space,and event vector c of system events can be calculated based on it,then the bounds of system failure probability can be obtained with the given probability information.The improved method was illustrated for four copper mine slopes with multiple failure modes,and the bounds of system failure probabilities were calculated by self-compiling program on the platform of the software MATLAB.Comparison in results from matrix-based system reliability method and two generic system methods suggests that identical accuracy could be obtained by all methods if there are only a few failure modes in slope system.Otherwise,the bounds by the Ditlevsen method or Cornell method are expanded obviously with the increase of failure modes and their precision can hardly satisfy the requirement of practical engineering while the results from the proposed method are still accurate enough. 展开更多
关键词 matrix-based system reliability method event vector slope system failure probability bound
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A method of searching fault propagation paths in mechatronic systems based on MPPS model 被引量:2
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作者 WANG Yan-hui LI Man SHI Hao 《Journal of Central South University》 SCIE EI CAS CSCD 2018年第9期2199-2218,共20页
In view of the structure and action behavior of mechatronic systems,a method of searching fault propagation paths called maximum-probability path search(MPPS)is proposed,aiming to determine all possible failure propag... In view of the structure and action behavior of mechatronic systems,a method of searching fault propagation paths called maximum-probability path search(MPPS)is proposed,aiming to determine all possible failure propagation paths with their lengths if faults occur.First,the physical structure system,function behavior,and complex network theory are integrated to define a system structural-action network(SSAN).Second,based on the concept of SSAN,two properties of nodes and edges,i.e.,the topological property and reliability property,are combined to define the failure propagation property.Third,the proposed MPPS model provides all fault propagation paths and possible failure rates of nodes on these paths.Finally,numerical experiments have been implemented to show the accuracy and advancement compared with the methods of Function Space Iteration(FSI)and the algorithm of Ant Colony Optimization(ACO). 展开更多
关键词 mechatronic systems complex networks fault propagation path maximum-probability path search(MPPS)
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