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Improved Discrete Interval-Valued Stress-Strength Interference Model Based on Extended Universal Generating Function
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作者 高建雄 安宗文 白学宗 《Journal of Donghua University(English Edition)》 EI CAS 2016年第2期305-307,共3页
In practical engineering,sometimes the probability density functions( PDFs) of stress and strength can not be exactly determined,or only limited experiment data are available. In these cases,the traditional stress-str... In practical engineering,sometimes the probability density functions( PDFs) of stress and strength can not be exactly determined,or only limited experiment data are available. In these cases,the traditional stress-strength interference( SSI) model based on classical probabilistic approach can not be used to evaluate reliabilities of components. To solve this issue, the traditional universal generating function( UGF) is introduced and then it is extended to represent the discrete interval-valued random variable.Based on the extended UGF,an improved discrete interval-valued SSI model is proposed, which has higher calculation precision compared with the existing methods. Finally,an illustrative case is given to demonstrate the validity of the proposed model. 展开更多
关键词 RELIABILITY universal generating function(UGF) discrete interval-valued stress-strength interference(SSI) model
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Reliability Evaluation of Compressor Systems Based on Universal Generating Function Method
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作者 WEN Kai LI Yichen +1 位作者 YANG Yang GONG Jing 《Journal of Shanghai Jiaotong university(Science)》 EI 2018年第2期291-296,共6页
At present, universal generating function(UGF) is a reliability evaluation technique which holds the bare-looking and easily program-realized merits in multi-state system. Thus, it is meaningful to apply this method t... At present, universal generating function(UGF) is a reliability evaluation technique which holds the bare-looking and easily program-realized merits in multi-state system. Thus, it is meaningful to apply this method to an actual industry system. Compressor systems in natural gas pipelines are series-parallel multi-state systems,where the compressor units in each compressor station work in a parallel way and these pressure-boosting stations in the pipeline are series connected. Considering the characteristic of gas pipelines, this paper develops two different UGFs to evaluate the system reliability. One(Model 1) establishes a system model from every compressor unit while the other(Model 2) considers the whole system as a combination of multi-state components. Besides, all the parameters of "weight" in UGFs are obtained from thermal-hydraulic models based on the actual engineering and"probability" from Monte Carlo simulation. The results show that the system reliabilities calculated by different UGFs are approximately equal. In addition, the demand of gas and the gas pipeline transportation system show a reverse trend. Because the number of parameters needed in Model 2 is far less than that needed in Model 1,Model 2 is simpler programming and faster solved. 展开更多
关键词 universal generating function(UGF) Monte Carlo method series-parallel multi-state systems
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相关竞争失效场合雷达功率放大系统可靠性评估 被引量:7
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作者 潘刚 尚朝轩 +2 位作者 梁玉英 蔡金燕 孟亚峰 《电子学报》 EI CAS CSCD 北大核心 2017年第4期805-812,共8页
针对相关竞争失效场合难以获取高可靠部件的性能分布信息,无法对系统可靠性进行准确估计的问题.提出了相关竞争失效场合下考虑认知不确定性的多态系统可靠性评估方法.该方法首先通过假定部件突发失效阈值为递减型随机过程来表征累积退... 针对相关竞争失效场合难以获取高可靠部件的性能分布信息,无法对系统可靠性进行准确估计的问题.提出了相关竞争失效场合下考虑认知不确定性的多态系统可靠性评估方法.该方法首先通过假定部件突发失效阈值为递减型随机过程来表征累积退化与突发失效的相关性,同时为降低对部件认知不确定性的影响,假定冲击引起的部件性能损伤分布参数和突发失效参数均为区间变量,建立基于区间变量的部件性能分布模型;而后对传统的通用生成函数方法进行改进,给出了区间通用生成函数的定义及其运算法则;最后对某型雷达功率放大系统的可靠性进行分析.该方法不仅克服了部件的失效模式复杂、状态信息少的不足,且方法简单、思路清晰,具有很强的通用性和工程应用价值. 展开更多
关键词 相关竞争失效 认知不确定性 区间通用生成函数 功率放大系统 可靠性
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结构可靠性优化的通用生成函数-序列优化与可靠性评估方法 被引量:6
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作者 朱达伟 周金宇 庄百亮 《兵工学报》 EI CAS CSCD 北大核心 2020年第2期398-405,共8页
通用生成函数(UGF)法在处理随机变量为非正态、功能函数为高度非线性的概率分析问题时具有较大优势。为提高结构可靠性优化求解的精度,提出了一种基于通用生成函数的序列优化与可靠性评估方法。该算法引入高精度可靠性分析方法和偏移向... 通用生成函数(UGF)法在处理随机变量为非正态、功能函数为高度非线性的概率分析问题时具有较大优势。为提高结构可靠性优化求解的精度,提出了一种基于通用生成函数的序列优化与可靠性评估方法。该算法引入高精度可靠性分析方法和偏移向量求解策略完成优化,将迭代过程分为3个环节完成:第1环节利用最小二乘法拟合偏移函数的响应面回归模型,根据模型和许可可靠指标求解偏移向量;第2环节根据所求偏移向量完成确定性优化,得到当前设计点;第3环节利用UGF法进行可靠性分析和评估,并根据相关约束重新构建偏移函数。算例分析表明,所提方法在保证求解效率的同时提高了优化精度,并很好地解决功能函数为高度非线性时优化结果无法收敛的问题。 展开更多
关键词 结构可靠性优化 通用生成函数 序列优化 最小二乘法
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考虑元件温-湿关联影响的氢燃料电池系统动态可靠性分析
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作者 高清振 时培成 潘道远 《电源学报》 CSCD 北大核心 2022年第3期152-160,共9页
为了研究元件关联作用对氢燃料电池系统可靠性的影响,以集流板、扩散层和催化层的性能状态与质子膜温度失效和湿度失效的关联关系为研究对象,利用马尔科夫方法建立元件多状态退化模型。通过转移系数描述元件状态转移率与关联特性的动态... 为了研究元件关联作用对氢燃料电池系统可靠性的影响,以集流板、扩散层和催化层的性能状态与质子膜温度失效和湿度失效的关联关系为研究对象,利用马尔科夫方法建立元件多状态退化模型。通过转移系数描述元件状态转移率与关联特性的动态关系,构建新的状态转移矩阵;基于通用发生函数导出关联系统多态可靠性分析模型,并讨论了多元件关联情形的模型特点;结合Kolmogorov方程求得多态元件各状态下的概率,分别研究了单一关联组和多关联组温-湿复合影响两种情况下的系统可靠性趋势。结果表明:质子膜的状态转移率会随着集流板、扩散层和催化层性能的退化而改变;当上述元件处于高性能状态时,质子膜的关联特性使系统的可靠度更高,而这些元件在低性能状态时,关联特性使系统的可靠度更低;冷却元件的状态对系统可靠性的影响比增湿元件状态的影响大。研究结果可为电池系统可靠性设计和寿命周期预测提供理论依据。 展开更多
关键词 电池元件 温-湿关联影响 马尔科夫方法 状态转移矩阵 通用发生函数 可靠性分析
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Availability Equivalence Analysis of a Repairable Multi-State Series-Parallel System 被引量:1
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作者 HU Linmin YUE Dequan TIAN Ruiling 《Journal of Systems Science & Complexity》 SCIE EI CSCD 2016年第6期1596-1616,共21页
The availability equivalence of different designs for a repairable multi-state series-parallel system(RMSPS) is discussed in this paper.The system components are assumed to be independent,and their failure and repair ... The availability equivalence of different designs for a repairable multi-state series-parallel system(RMSPS) is discussed in this paper.The system components are assumed to be independent,and their failure and repair rates to be constant.The system availability is defined as the ability of the system to satisfy consumer demand.Factor improvement method and standby redundancy method are used to improve the system design.To evaluate availability of the both original and improved systems,a fast technique,based on universal generating function,is adopted.The availability equivalence factor is introduced to compare different system designs.Two types of availability equivalence factors of the system are derived.A numerical example is provided to illustrate how to utilize the obtained results. 展开更多
关键词 Availability equivalence factor factor improvement method multi-state series-parallelsystem standby redundancy method universal generating function.
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