Some Properties of Confidence Bounds on Reliability Estimation for Parts Under Varying Stresses

Autor: A. Aron, Wenbiao Zhao, Rong Pan, Adamantios Mettas
Rok vydání: 2006
Předmět:
Zdroj: IEEE Transactions on Reliability. 55:7-17
ISSN: 0018-9529
DOI: 10.1109/tr.2005.858091
Popis: Reliability estimation is usually performed on a part under a constant stress level. However, a part could experience several different stress levels, or profiled stress, during its lifetime. One such example is when the part is subject to step-stress accelerated life testing. Studying the reliability estimation & its confidence bounds for a part under varying stresses will generalize the existing estimation methods for accelerated life testing. In this paper, we derive the reliability function of a part under varying stresses based on a Weibull failure time distribution, and cumulative damage model. The reliability confidence bounds, based on a s-normal approximation, are given explicitly, and their limiting properties are discussed. A step-stress accelerated life testing example is used to illustrate these interesting properties, which provides the insights of the limitation of the current test plan, and how to design a better one.
Databáze: OpenAIRE