Title :
Generalization of log-location-scale regression model to thermal fatigue reliability in electronic packaging
Author :
Jiang, Mingxiao ; Loman, James
Author_Institution :
GE Global Res. Center, Niskayuna, NY, USA
Abstract :
The reliability evaluation of important components in electronic packaging usually is done using finite element analysis (FEA), which is a deterministic approach. Many sophisticated statistical models have been developed for general life data analysis. However, little work has been done to integrate numerical results from FEA, highly censored statistical life data and the statistical regression models available in literature. The present paper proposes such an integrated approach.
Keywords :
finite element analysis; packaging; reliability; statistical analysis; thermal analysis; thermal stress cracking; FEA; deterministic approach; electronic packaging; finite element analysis; highly censored statistical life data; life data analysis; log-location-scale regression model; reliability evaluation; statistical regression models; thermal fatigue reliability; Capacitive sensors; Electronic packaging thermal management; Electronics packaging; Fatigue; Finite element methods; Life estimation; Materials reliability; Optical materials; Optical scattering; Testing;
Conference_Titel :
Reliability and Maintainability Symposium, 2003. Annual
Print_ISBN :
0-7803-7717-6
DOI :
10.1109/RAMS.2003.1182041