Confidence reliability evaluation model of dual constant-stress accelerated life test for Weibull distribution product.

Autor: LIANG Hongqin, FENG Xuefeng, TANG Jiayin, LIU Qifen
Předmět:
Zdroj: Systems Engineering & Electronics; Sep2020, Vol. 42 Issue 9, p2140-2148, 9p
Abstrakt: In order to evaluate the reliability of high reliability and long life products under normal stress conditions effectively and quickly, a confidence reliability evaluation model of dual constant-stress accelerated life lest (DCSALT) for Weibull distribution product is proposed. Firstly, the generalized Eyring-Weibull reliability model is established by using the accelerated life test (ALT) technology. In this model, it is assumed that the Weibull distribution has constant shape parameter and a log-linear relation between its scale parameter and each stress level combination. Secondly, a maximum likelihood estimation (MLE) method for DCSALT with fixed time censoring of the Weibull distribution, the Fisher information matrix related to the likelihood function, and the asymptotic covariance matrix of the model parameters is presented. Furthermore, the asymptotic confidence intervals of the model parameters and some reliability indexes are constructed. Finally, the simulation example demonstrates the feasibility of the proposed method. [ABSTRACT FROM AUTHOR]
Databáze: Complementary Index