DocumentCode :
3452709
Title :
A Kriging-Based Approach for Simulation of Coupled Multidisciplinary Systems
Author :
Cao Hongjun ; Du Min
Author_Institution :
M.O.E. Key Lab. of Electron. Equip. Struct. Design, Xidian Univ., Xi´an, China
fYear :
2010
fDate :
27-28 Nov. 2010
Firstpage :
1
Lastpage :
4
Abstract :
System analysis of coupled multidisciplinary systems is a key technique of MDO (Multidisciplinary Design Optimization). This work is often computationally expensive since it requires a number of discipline analyses which themselves are also costly. To abate the computation efforts,this paper present a method which evaluate the system level responses by using the discipline level Kriging models.In order to ensure the inter-disciplinary compatibility,the system analysis problem is converted into an optimization problem according to the idea of SAND (Simultaneously Analysis and Design).An infill sampling criterion is derived by considering both the prediction values as well as the prediction errors of the Kriging models. This criterion provided a trade-off between locating the optimum of the associated optimization problem and improving the Kriging models globally. The computational cost was reduced effectively. An electronic packaging problem was taken as a validation example for the proposed method.
Keywords :
design engineering; electronics packaging; optimisation; sampling methods; Kriging based approach; computational cost; coupled multidisciplinary system; electronic packaging problem; infill sampling criterion; interdisciplinary compatibility; multidisciplinary design optimization; prediction error; prediction value; system analysis problem; Approximation methods; Computational modeling; Convergence; Couplings; Mathematical model; Optimization; Resistance;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Database Technology and Applications (DBTA), 2010 2nd International Workshop on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-6975-8
Electronic_ISBN :
978-1-4244-6977-2
Type :
conf
DOI :
10.1109/DBTA.2010.5659005
Filename :
5659005
Link To Document :
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