Modeling of laser beam welding of stainless steel sheet butt joint using neural networks

被引：36

作者：

Balasubramanian, K. R. ^{[1
]}

Buvanashekaran, G. ^{[2
]}

Sankaranarayanasamy, K. ^{[1
]}

机构：

[1] Natl Inst Technol, Dept Mech Engn, Tiruchirappalli 622015, Tamil Nadu, India

[2] BHEL Corp, Welding Res Inst, Tiruchirappalli 622014, Tamil Nadu, India

来源：

CIRP JOURNAL OF MANUFACTURING SCIENCE AND TECHNOLOGY | 2010年 / 3卷 / 01期

关键词：

Laser welding; Neural network; Stainless steel; Modeling; Butt joint;

D O I：

10.1016/j.cirpj.2010.07.001

中图分类号：

T [工业技术];

学科分类号：

08 ;

摘要：

Laser beam welding (LBW) of austenitic stainless steel (AISI 304) of thickness 1.6 mm is carried out using 2 kW CW Nd: YAG laser. The effect of laser power, welding speed and beam incident angle on the butt weld bead geometry, i.e. depth of penetration (DOP) and bead width (BW) is investigated. The experiment is designed based on three level Box-Behnken design with replication. Modeling of laser welding of stainless sheet butt joint is performed using backpropagation trained neural network. The predicted results of the research showed a comprehensive and usable prediction of the laser welding parameters for butt joints using neural network. (C) 2010 CIRP.

引用

页码：80 / 84

页数：5

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