Title :
Optimal simple step-stress plan for cumulative exposure model using log-normal distribution
Author :
Alhadeed, Abdulla A. ; Yang, Shie-Shien
Author_Institution :
Dept. of Stat., United Arab Emirates Univ., Al-Ain, United Arab Emirates
fDate :
3/1/2005 12:00:00 AM
Abstract :
Optimal times of changing stress level for simple step-stress plans under a cumulative exposure model using the log-normal distribution are determined for a wide range of values of the parameters in the model. A table of optimal times of changing stress level for various model parameters values is obtained. A formula for optimal time of changing stress level is also estimated from the table. This paper provides an optimal life testing plan which will enable us to accurately estimate the 50th percentile of the life time of a product being tested without having to wait long time for the product to fail.
Keywords :
life testing; log normal distribution; maximum likelihood estimation; reliability; stress analysis; accelerated test; cumulative exposure; cumulative exposure model; log-normal distribution; maximum likelihood estimation; optimal life testing; optimal simple step-stress plan; product testing; step-stress; stress level; Acceleration; Distribution functions; Employee welfare; Life estimation; Life testing; Log-normal distribution; Maximum likelihood estimation; Statistical distributions; Stress; Sun; Accelerated test; cumulative exposure; log-normal distribution; maximum likelihood estimation; step-stress;
Journal_Title :
Reliability, IEEE Transactions on
DOI :
10.1109/TR.2004.841704