DocumentCode :
3055606
Title :
Reliability-based design optimization for land grid array solder joints under thermo-mechanical load
Author :
Han, Zhen Xue ; Xu, Leon ; Wei, Ren ; Wang, Bo Ping ; Reinikamen, T.
Author_Institution :
Texas Univ., Arlington, TX, USA
fYear :
2004
fDate :
2004
Firstpage :
219
Lastpage :
224
Abstract :
This paper presents a reliability-based design optimization methodology for second level electronic package solder joints. The reliability-based design optimization aims to find the most robust as well as effective design in the possible design space. In this paper, the reliability-based design optimization is defined as a multi-objective design optimization problem: one design objective is to maximize the system performance; another is to minimize the performance variance. A differential evolution optimization algorithm has been modified to handle the multi-objective constrained problems. The response surface is generated with finite element simulations to model the output of the system in the given design space. A probability analysis of the system output is performed on the response surface using a quasi-Monte Carlo simulation method. As a test vehicle, a generic land ball array package interconnect reliability design optimization is analyzed.. By applying the reliability-based design optimization procedure the best design for the most effective and robust system performance is obtained.
Keywords :
Monte Carlo methods; circuit optimisation; evolutionary computation; finite element analysis; integrated circuit design; integrated circuit interconnections; integrated circuit packaging; integrated circuit reliability; response surface methodology; differential evolution optimization algorithm; electronic package solder joints; finite element simulations; land grid array solder joints; multiobjective design optimization; package interconnect reliability; performance variance minimization; quasi-Monte Carlo simulation; reliability-based design optimization; response surface; solder joint thermo-mechanical load; system performance maximization; Constraint optimization; Design optimization; Electronic packaging thermal management; Finite element methods; Performance analysis; Response surface methodology; Robustness; Soldering; System performance; Thermomechanical processes;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Thermal and Mechanical Simulation and Experiments in Microelectronics and Microsystems, 2004. EuroSimE 2004. Proceedings of the 5th International Conference on
Print_ISBN :
0-7803-8420-2
Type :
conf
DOI :
10.1109/ESIME.2004.1304043
Filename :
1304043
Link To Document :
بازگشت