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文章摘要
基于正态分布下视觉检测元器件的寿命预测
Life prediction of visual inspection components based on normal distribution
Received:July 30, 2019  Revised:July 30, 2019
DOI:10.19753/j.issn1001-1390.2021.05.024
中文关键词: 视觉检测元器件  加速模型  温度应力  寿命预测
英文关键词: visual inspection components, acceleration model,temperature stress, life prediction
基金项目:
Author NameAffiliationE-mail
liuhao Guizhou University,College of Mechanical Engineering 1073866795@qq.com 
hefuqiang* Guizhou University,College of Mechanical Engineering hefq75@163.com 
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中文摘要:
      针对视觉检测系统中电子元器件的寿命进行测试,实验发现温度的提升会直接影响其寿命大小,系统工作时不能有效地掌握元器件寿命的时长,导致系统故障将会严重影响正常工作,因此提出以恒定改变温度应力使元器件快速失效的方法,得到了定时截尾下的寿命试验为依据,利用点估计求得在正态分布下不同应力水平下的均值和方差的估计值,从而可以预测元器件在应力作用下的变化规律并选用加速模型进行拟合。采用假设检验的方法,对比检验方法和试验数据以验证假设及加速模型的。实验结果表明:加速模型具有较高的精度,能够有效预测电子元器件在不同温度应力水平下的寿命,为评估在正常温度应力下的元器件寿命预测提供理论依据。
英文摘要:
      For visual inspection system in the life of electronic components and test, it was found that the ascending temperature will directly affect the life size, working system cannot be effectively grasp components when the length of life, lead to system failure will seriously affect the normal work, thus put forward the change at a constant temperature stress disable components quickly method, got the time on the basis of the life test under the truncation, using the point estimation under the normal distribution under different stress level estimates of the mean and variance, which can predict components under the action of stress and the change rule of acceleration model fitting The hypothesis test method is adopted to verify the hypothesis and the experimental results of the acceleration model by comparing the test method and test data. The results show that the acceleration model has high accuracy and can effectively predict the stress water of electronic components at different temperatures.
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