Practical Reliability Growth Modeling
QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL(2021)
摘要
Reliability growth models are commonly used in the Department of Defense (DoD) to plan, track, and project reliability during system acquisition and testing. We describe two commonly used classes of reliability growth models for continuous failure time data and the metrics appropriate for their use. We also present two Bayesian reliability growth models that are based on the DoD models. The Bayesian models are easily interpretable in a statistical framework, which supports estimation and uncertainty quantification. Our goal is to provide a practical understanding of the development, implementation, and use of reliability growth models across a sequence of DoD testing events.
更多查看译文
关键词
Bayesian reliability growth modeling, Crow model, Duane model, intensity function, mean time between failures, nonhomogeneous Poisson process, PM2, reliability growth planning, reliability growth projection, reliability growth tracking
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要