一种产品退化试验的仿真与优化方法

中国机械工程

一种产品退化试验的仿真与优化方法

方峻1;魏星2;赵森森1

1.南京理工大学机械工程学院，南京，210094
2.南京理工大学紫金学院，南京，210046

出版日期:2017-04-10 发布日期:2017-04-07
基金资助:
总装备部“十二五”国防预研项目( 51319020202)

A Simulation and Optimization Method of Product Degradation Tests

FANG Jun1;WEI Xing2;ZHAO Sensen1

1.School of Mechanical Engineering, Nanjing University of Science and Technology, Nanjing,210094
2. Zijin College, Nanjing University of Science and Technology, Nanjing,210046

Online:2017-04-10 Published:2017-04-07

摘要/Abstract

摘要： 提出了一种基于性能退化模拟数据的退化试验参数优化方法，该方法适用于已知失效机理并可建立退化数据预测模型的情况。首先采用Bootstrap法建立了可靠寿命置信区间预测模型;然后以可靠寿命置信区间最小为目标，以试验预算费用为约束建立了试验参数的优化模型;接着以某型号武器身管为例，分析了生成模拟退化数据的一般方法，并对身管的退化试验参数进行了优化设计;最后探讨了仿真与优化效果的验证分析方法，通过对相应算例的分析证明了该方法的有效性。

关键词: 退化试验, 模拟退化数据, 可靠寿命, 身管

Abstract: Based on the simulated degradation data, a degradation test optimization method was proposed， which was applicable in the case of known failure mechanism and predicable degradation data. Firstly, the prediction model for confidence interval of the reliable life was built based on the Bootstrap method, and the optimization model for the degradation tests was established, which took the minimum confidence interval of reliable life as the optimization objective, and the experimental costs as the constraints. Then, as an example, the general method of generating simulated degradation data for a certain kind of gun barrel was presented, and the degradation test parameters were designed and optimized. Finally, the verification method of the simulation and optimization results was discussed, and the related examples were analyzed to prove the effectiveness of the method.

Key words: degradation test, simulated degradation data, reliable life, gun barrel

中图分类号:

TB114.3
TJ01

方峻, 魏星, 赵森森. 一种产品退化试验的仿真与优化方法[J]. 中国机械工程.

FANG Jun, WEI Xing, ZHAO Sensen. A Simulation and Optimization Method of Product Degradation Tests[J]. China Mechanical Engineering.

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