Title :
Data Mining on Damage of Stiffened Cantilever Box Girder Based on Explosive Impact Simulation
Author :
Chen, Yan ; Wang, Zhensheng ; Zhang, Wenyu
Author_Institution :
Ordnance Tech. Res. Inst., Ordnance Eng. Coll., Shijiazhuang, China
Abstract :
In order to research the damage on weapon equipment by explosive shock wave, simulation experiments were carried out to study explosive impact damage on stiffened cantilever box girder. By using principal component analysis (PCA), it presented a data mining method on equipment structure damage. The precision analysis and regression analysis show that the damage data mining method based on PCA was feasible, it could be used in damage assessment of weapons equipment structure.
Keywords :
beams (structures); cantilevers; data mining; mechanical engineering computing; principal component analysis; regression analysis; data mining; equipment structure damage mining; explosive impact simulation; precision analysis; principal component analysis; regression analysis; stiffened cantilever box girder; weapons damage assessment; Data engineering; Data mining; Educational institutions; Electronic mail; Equations; Explosives; Principal component analysis; Shock waves; Structural beams; Weapons;
Conference_Titel :
Information Engineering and Computer Science, 2009. ICIECS 2009. International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-4994-1
DOI :
10.1109/ICIECS.2009.5363484