RELIABILITY EVALUATION OF MULTIPLE PERFORMANCE AEROENGINES BASED ON Gamma PROCESS AND MIXED DISTRIBUTION UNDER COMPETITIVE FAILURE

HAN Yu; CHENG ShiJuan; WANG Lei

doi:10.16579/j.issn.1001.9669.2024.06.014

您当前的位置：

首页 >

文章列表页 >

RELIABILITY EVALUATION OF MULTIPLE PERFORMANCE AEROENGINES BASED ON Gamma PROCESS AND MIXED DISTRIBUTION UNDER COMPETITIVE FAILURE

Optimzation · Reliability | 更新时间：2025-04-28

- RELIABILITY EVALUATION OF MULTIPLE PERFORMANCE AEROENGINES BASED ON Gamma PROCESS AND MIXED DISTRIBUTION UNDER COMPETITIVE FAILURE
- Journal of Mechanical Strength Vol. 46, Issue 6, Pages: 1375-1380(2024)
- 作者机构：
  
  1. 西南交通大学数学学院统计系
- 作者简介：
- 基金信息：
- DOI：10.16579/j.issn.1001.9669.2024.06.014
  CLC： O212.3;TB114.3
- Published：15 December 2024
- 稿件说明：
移动端阅览
HAN Yu, CHENG ShiJuan, WANG Lei. RELIABILITY EVALUATION OF MULTIPLE PERFORMANCE AEROENGINES BASED ON Gamma PROCESS AND MIXED DISTRIBUTION UNDER COMPETITIVE FAILURE[J]. Journal of mechanical strength , 2024, 46(6): 1375-1380.
DOI：

HAN Yu, CHENG ShiJuan, WANG Lei. RELIABILITY EVALUATION OF MULTIPLE PERFORMANCE AEROENGINES BASED ON Gamma PROCESS AND MIXED DISTRIBUTION UNDER COMPETITIVE FAILURE[J]. Journal of mechanical strength , 2024, 46(6): 1375-1380. DOI： 10.16579/j.issn.1001.9669.2024.06.014.

摘要

为了解决多性能航空发动机竞争失效下的可靠性评估问题

首先

通过矩阵相似性将多个性能数据融合为一个整体退化数据并采用具有随机效应的非线性Gamma过程来拟合整体退化数据

得到多元退化下的可靠度函数。然后

假定航空发动机多个性能均会发生突发失效

使用AD(Anderson-Darling)分布检验选择最优的突发失效分布并采用混合分布得到突发失效下的可靠度函数。假定了退化失效和突发失效独立实现竞争失效下多性能航空发动机可靠性评估。最后

通过实例分析验证了模型的有效性与准确性。

Abstract

In order to solve the reliability evaluation under the competitive failure of multiple performance aero-engines

multiple performance data was fused into an overall degradation data by the matrix similarity

and a nonlinear Gamma process with random effects was used to fit the overall degradation data to obtain the reliability function under multivariate degradation.Assume that multiple performance of the aero-engines have sudden failures

the optimal sudden failure distribution was selected by Anderson-Darling(AD)distribution test

the reliability function under sudden failures was obtained by the mixed distribution.Assume that degradation failure and sudden failure were independent

the reliability evaluation of the multiple performance aeroengines under competitive failure was realized.Finally

the effectiveness and accuracy of the model were verified by the case analysis.

关键词

Keywords

references

Views

下载量

CSCD

Alert me when the article has been cited

提交

Tools

Publicity Resources

No data

Related Author

No data

Related Institution

No data

⁰