DocumentCode :
3083709
Title :
Multi-objective Optimization of Cantilever Box Girder Based on Explosive Impact Simulation
Author :
Yan Chen ; Wan-Ling Li ; Wen-yu Zhang
Author_Institution :
Ordnance Tech. Res. Inst., Shijiazhuang, China
fYear :
2013
fDate :
21-23 July 2013
Firstpage :
176
Lastpage :
179
Abstract :
The performances of light-weight and the anti-damage are a pair of conflicting optimization goals. Basing on the damage data of explosion simulation, it studies multi-objective optimization of cantilever box girder about lightweight and anti-damage. Firstly, the method of PCA is introduced to mine the damage data of simulation experiments. Secondly - the regression function about the damage of cantilever box girder is established. Finally, a multi-objective optimization problem is put forward and a calculating example is solved. The introduction of PCA for damage data mining makes a convenient combination point for two different research domains (the battle damage simulation and the structure optimization of equipment).
Keywords :
beams (structures); cantilevers; data mining; explosions; explosives; lightweight structures; optimisation; principal component analysis; regression analysis; supports; PCA method; anti-damage; battle damage simulation; cantilever box girder damage; conflicting optimization goals; damage data mining; explosion simulation; explosive impact simulation; light-weight performances; multiobjective optimization problem; research domains; Data mining; Data models; Explosives; Optimization; Principal component analysis; Structural beams; Weapons; cantilever box girder; damage; data mining; optimization;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Mechanical and Automation Engineering (MAEE), 2013 International Conference on
Conference_Location :
Jiujang
Type :
conf
DOI :
10.1109/MAEE.2013.52
Filename :
6602165
Link To Document :
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