Title :
Thermal optimization formulation strategies for multi-constraints electronic devices placement on PCB
Author :
Ismail, Fatimah Sham ; Yusof, Rubiyah
Author_Institution :
Fac. of Electr. Eng., Univ. Teknol. Malaysia, Skudai, Malaysia
Abstract :
This paper presents an algorithm for thermal optimization formulation strategies for multi-heat generation of integrated circuit (IC) on printed circuit board (PCB). Weighted-sum approach for multi-objective genetic algorithm (WMOGA) with formulated initial placement and multi-constraints parameters (FIPMCP) are presented. FIPMCP is used for the components selection and components to PCB placement mapping procedures for random initial population. The objectives are to optimize thermal distribution f(T) of electronic components on PCB and the PCB area f(A) needed simultaneously. For multi-objective optimization process, non-dominated optimal solutions and the best fitness WMOGA over iterations are plotted for both cases in order to obtain the best PCB optimal design solution. The results show that the best solution of f(T), f(A) and F(T, A) are minimized by 1.80%, 8.54% and 4.97% respectively.
Keywords :
genetic algorithms; integrated circuits; printed circuits; PCB placement mapping procedures; components selection; electronic components; formulated initial placement; integrated circuit; multiconstraints electronic devices; multiconstraints parameters; multiheat generation; multiobjective genetic algorithm; multiobjective optimization; nondominated optimal solutions; printed circuit board; random initial population; thermal distribution; thermal optimization formulation strategies; weighted-sum approach; Artificial intelligence; Electronic components; Electronic packaging thermal management; Genetic algorithms; Heat sinks; Power dissipation; Temperature; Thermal engineering; Thermal management; Wire; electronic devices; genetic algorithm; multi-objective optimization problems;
Conference_Titel :
TENCON 2009 - 2009 IEEE Region 10 Conference
Conference_Location :
Singapore
Print_ISBN :
978-1-4244-4546-2
Electronic_ISBN :
978-1-4244-4547-9
DOI :
10.1109/TENCON.2009.5396251