Title :
A Log-Logistic Step-Stress Model
Author :
Srivastava, P.W. ; Shukla, Ruchi
Author_Institution :
Dept. of Oper. Res., Delhi Univ., Delhi
Abstract :
This paper presents an optimum plan for simple (two stresses) time-step-stress accelerated life tests under the log-logistic model considered appropriate for insulating materials. A log-logistic life distribution with a median that is a log-linear function of stress, and a cumulative exposure model are assumed. The optimum test plan is obtained by minimizing the asymptotic variance of the maximum likelihood estimator (MLE) of the median life at a design stress. The confidence intervals and hypotheses tests about model parameters have also been discussed.
Keywords :
insulating materials; life testing; maximum likelihood estimation; reliability theory; statistical distributions; asymptotic variance; confidence intervals; cumulative exposure model; hypotheses tests; insulating materials; log-linear stress function; log-logistic life distribution; log-logistic step-stress model; maximum likelihood estimator; median life estimation; simple time-step-stress accelerated life tests; Accelerated life test; asymptotic variance; confidence interval; fisher information matrix; log-logistic life distribution; maximum likelihood estimation; step-stress test;
Journal_Title :
Reliability, IEEE Transactions on
DOI :
10.1109/TR.2008.928182