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Comparison of two reliability models for performance degradation analysis
  • ISSN号:1000-8055
  • 期刊名称:《航空动力学报》
  • 时间:0
  • 分类:V215.7[航空宇航科学与技术—航空宇航推进理论与工程] TB114.3[理学—概率论与数理统计;理学—数学;理学—应用数学]
  • 作者机构:[1]Research Center of Small Sample Technology,Beijing University of Aeronautics and Astronautics, Beijing 100191, China
  • 相关基金:National Natural Science Foundation of China(11202011); Beijing Natural Science Foundation(3154034); Fundamental Research Funds for the Central Universities(YWK13HK11); National Basic Research Program of China(2012CB720000)
中文摘要:

In order to investigate the general reliability assessment methods based on performance degradation data,two commonly used stochastic process approaches,bilinear process method and random-effect model were studied.Analyzing procedure and effectiveness of these two methodologies were studied and compared.Meanwhile,the two approaches were illustrated through practical applications.The residual plots and the 10th percentile curves of the two methods were presented to demonstrate the comparative results.The randomeffect model yielded more volatile residuals and a lower and unsafe 10th percentile curve.Consequently the bilinear process model can be concluded to derive more reasonable results due to its one-stage estimation property.

英文摘要:

In order to investigate the general reliability assessment methods based on performance degradation data,two commonly used stochastic process approaches,bilinear process method and random-effect model were studied.Analyzing procedure and effectiveness of these two methodologies were studied and compared.Meanwhile,the two approaches were illustrated through practical applications.The residual plots and the 10 th percentile curves of the two methods were presented to demonstrate the comparative results.The randomeffect model yielded more volatile residuals and a lower and unsafe 10 th percentile curve.Consequently the bilinear process model can be concluded to derive more reasonable results due to its one-stage estimation property.

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期刊信息
  • 《航空动力学报》
  • 北大核心期刊(2011版)
  • 主管单位:中国科协
  • 主办单位:中国航空学会
  • 主编:陶智
  • 地址:北京市海淀区学院路37号
  • 邮编:100191
  • 邮箱:JAP@buaa.edu.cn
  • 电话:010-82317410
  • 国际标准刊号:ISSN:1000-8055
  • 国内统一刊号:ISSN:11-2297/V
  • 邮发代号:
  • 获奖情况:
  • 国内外数据库收录:
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  • 被引量:13986