Title :
Understanding the underlying degradation physics for proper time-to-failure distribution selection
Author_Institution :
McPherson Reliability Consulting LLC, Plano, TX, USA
Abstract :
A methodology is presented for generating the appropriate time-to-failure probability density function (pdf) for any arbitrary degradation-rate time dependence. The methodology presented serves to establish the critically important statistical link between material degradation-rate and device failure-rate. No longer does the reliability engineer need to simply choose between either Weibull or log-normal pdf.
Keywords :
Weibull distribution; failure analysis; log normal distribution; probability; semiconductor device reliability; statistical analysis; Weibull PDF; arbitrary degradation-rate time dependence; degradation physics; device failure-rate; log-normal PDF; material degradation-rate; proper time-to-failure distribution selection; statistical link; time-to-failure probability density function; Degradation; Generators; Metals; Probability density function; Stress; Weibull distribution; Probability density function; Weibull distribution; degradation rate; depletion rate; lognormal distribution;
Conference_Titel :
Reliability Physics Symposium (IRPS), 2015 IEEE International
Conference_Location :
Monterey, CA
DOI :
10.1109/IRPS.2015.7112798