Application of grey-based Taguchi method for simultaneous optimization of multiple quality characteristics in laser transmission welding process of thermoplastics

被引:62
|
作者
Acherjee, Bappa [1 ]
Kuar, Arunanshu S. [1 ]
Mitra, Souren [1 ]
Misra, Dipten [2 ]
机构
[1] Jadavpur Univ, Dept Prod Engn, Kolkata 700032, India
[2] Jadavpur Univ, Sch Laser Sci & Engn, Kolkata 700032, India
关键词
Laser transmission welding; Simultaneous optimization; Taguchi method; Grey relational analysis; Weld strength; Weld width; RELATIONAL ANALYSIS; PROCESS PARAMETERS; PERFORMANCE;
D O I
10.1007/s00170-011-3224-7
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In the present work, Taguchi method in combination with grey relational analysis is applied for solving multi-criteria optimization problems in laser transmission welding processes. The welding parameters, namely laser power, welding speed and defocal position are optimized with respect to weld strength and weld width. Using the Taguchi quality design concept, an L16 orthogonal array table is chosen for the experiments. Grey relational analysis is applied to convert the multiple quality characteristics to a single performance characteristic called grey relational grade. Optimal welding parameters are then determined by the Taguchi method using grey relational grade as the quality index. Furthermore, analysis of variance is carried out to identify the most significant factor for the overall output feature of the laser transmission welding process. The results of the confirmation experiment show that the optimal laser transmission welding parameters can be determined effectively so as to improve multiple quality characteristics through this approach.
引用
收藏
页码:995 / 1006
页数:12
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