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Active and Passive Electronic Components
Volume 12 (1987), Issue 4, Pages 259-279
http://dx.doi.org/10.1155/1987/23687

Statistical Analysis of Data From Electronic Component Lifetests (A Tutorial Paper)

Danish Engineering Academyt, Mechatronics Section, Bygning 451, Lyngby DK 2800 , Denmark

Copyright © 1987 Hindawi Publishing Corporation. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Abstract

Methods of statistically analysing data from electronic component lifetests are discussed. Particular emphasis is given to analysis techniques using the assumptions of constant hazard rate (Exponential distribution), the Weibull distribution and mixed Weibull distributions. The methods used for analysing Weibull data when the data itself is non-uniform due to both removal of test samples during test and also the non-continuance of surveillance of components under test are discussed. Attention is finally given to the effect of two or more failure mechanisms which can produce S-shaped patterns when data is plotted on Weibull Graph paper.

Numerous examples are given, mainly from the field of analysis of CMOS circuit components.