Robust parameter design and multi-objective optimization of laser beam cutting for aluminium alloy sheet

被引:64
作者
Dubey, Avanish Kumar [1 ]
Yadava, Vinod [1 ]
机构
[1] Motilal Nehru Natl Inst Technol, Dept Mech Engn, Allahabad 211004, Uttar Pradesh, India
关键词
laser beam cutting; Taguchi methodology; Nd : YAG; kerf taper; MRR; multi-objective optimization;
D O I
10.1007/s00170-007-1105-x
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The application of laser beam for precise cutting of sheet metals, in general, and reflective sheet metals, like aluminium, in particular, has become of interest in the recent past. The optimum choice of the cutting parameters is essential for the economic and efficient cutting of difficult to cut materials with laser beams. In this paper, a robust design and quality optimization tool called the Taguchi methodology has been applied to find the optimal cutting parameters for cutting of a reflective sheet made of aluminium alloy with a Nd:YAG laser beam. All the steps of the Taguchi method, such as a selection of orthogonal array, computation of signal-to-noise ratio, decision of optimum setting of parameters, and the analysis of variance (ANOVA), have been done by a self-developed software called computer aided robust parameter design (CARPD). A considerable improvement in the kerf taper (KT) and material removal rate (MRR) has been found by using Taguchi method-based predicted results. Confirmatory experimental results have shown good agreement with predicted results. Further, the Taguchi quality loss function has also been used for multi-objective optimization of laser beam cutting of Al-alloy sheet. The results of multi-objective optimization are compared with the single-objective optimization and it has been found that the kerf taper was increased by 1.60% in multi-objective optimization while the MRR was same in both cases.
引用
收藏
页码:268 / 277
页数:10
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