Title :
Design optimization approaches for the thermo-mechanical reliability of land grid array solder joints
Author :
Xu, Leon ; Han, Zhen Xue ; Wei, Ren ; Wang, Bo Ping ; Reinikainen, Tommi
Abstract :
This paper presents two design optimization approaches, the deterministic approach and the reliability-based approach, for the solder joint reliability of a 2nd-level land ball array (LGA) package under temperature cycling. The printed wiring board (PWB) thickness, Young´s modulus, and coefficient of thermal expansion are considered as controllable design parameters. With the conventional deterministic design optimization, the solder joint plastic work per temperature cycle is taken as the design objective to be minimized. In the reliability-based design optimization, both the mean value of the plastic work and its variation are considered as the design objectives. Finite element simulations and response surface approximation are utilized to evaluate the thermo-mechanical performance in the design optimization procedure. A differential evolution algorithm serves as the optimum search engine. A quasi-Monte Carlo method is adopted to perform the probability analysis in the reliability-based design optimization. Finally, the optimal solutions from the two approaches are discussed and compared.
Keywords :
Monte Carlo methods; Young´s modulus; ball grid arrays; evolutionary computation; finite automata; finite element analysis; integrated circuit reliability; optimisation; response surface methodology; soldering; thermal expansion; LGA package design optimization; Young´s modulus; coefficient of thermal expansion; deterministic optimization method; differential evolution algorithm; finite element simulations; land ball array; land grid array solder joints; printed wiring board thickness; probability analysis; quasi-Monte Carlo method; response surface approximation; solder joint plastic work per temperature cycle; solder joint thermomechanical reliability; temperature cycling; Design optimization; Finite element methods; Land surface temperature; Packaging; Plastics; Soldering; Thermal expansion; Thermomechanical processes; Thickness control; Wiring;
Conference_Titel :
Business of Electronic Product Reliability and Liability, 2004 International Conference on
Print_ISBN :
0-7803-8361-3
DOI :
10.1109/BEPRL.2004.1308158