Multi response optimization of machining parameters of drilling Al/SiC metal matrix composite using grey relational analysis in the Taguchi method

被引:268
作者
Haq, A. Noorul [1 ]
Marimuthu, P. [2 ]
Jeyapaul, R. [1 ]
机构
[1] Natl Inst Technol, Dept Prod Engn, Tiruchirappalli 620015, Tamil Nadu, India
[2] Sona Coll Technol, Dept Mech Engn, Salem 636005, India
关键词
drilling; Al/SiC metal matrix composite; orthogonal array; grey relational analysis; ANOVA; optimization;
D O I
10.1007/s00170-007-0981-4
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper presents a new approach for the optimization of drilling parameters on drilling Al/SiC metal matrix composite with multiple responses based on orthogonal array with grey relational analysis. Experiments are conducted on LM25-based aluminium alloy reinforced with green bonded silicon carbide of size 25 mu m (10% volume fraction). Drilling tests are carried out using TiN coated HSS twist drills of 10 mm diameter under dry condition. In this study, drilling parameters namely cutting speed, feed and point angle are optimized with the considerations of multi responses such as surface roughness, cutting force and torque. A grey relational grade is obtained from the grey analysis. Based on the grey relational grade, optimum levels of parameters have been identified and significant contribution of parameters is determined by ANOVA. Confirmation test is conducted to validate the test result. Experimental results have shown that the responses in drilling process can be improved effectively through the new approach.
引用
收藏
页码:250 / 255
页数:6
相关论文
共 15 条
[1]   Surface roughness prediction based on cutting parameters and tool vibrations in turning operations [J].
Abouelatta, OB ;
Mádl, J .
JOURNAL OF MATERIALS PROCESSING TECHNOLOGY, 2001, 118 (1-3) :269-277
[2]  
Bhattacharyya A, 1970, ASME, V92, P711
[3]   Design of optimisation of cutting parameters for turning metal matrix composites based on the orthogonal arrays [J].
Davim, JP .
JOURNAL OF MATERIALS PROCESSING TECHNOLOGY, 2003, 132 (1-3) :340-344
[4]   Study of drilling metal-matrix composites based on the Taguchi techniques [J].
Davim, JP .
JOURNAL OF MATERIALS PROCESSING TECHNOLOGY, 2003, 132 (1-3) :250-254
[5]  
Deng Julong, 1989, Journal of Grey Systems, V1, P1
[6]  
ERNER DS, 1971, ASME, V93, P1067
[7]   Quality management research by considering multi-response problems in the Taguchi method - a review [J].
Jeyapaul, R ;
Shahabudeen, P ;
Krishnaiah, K .
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2005, 26 (11-12) :1331-1337
[8]   Optimisation of the EDM process based on the orthogonal array with fuzzy logic and grey relational analysis method [J].
Lin, CL ;
Lin, JL ;
Ko, TC .
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2002, 19 (04) :271-277
[9]   Cutting behavior of a TiN-coated carbide drill with curved cutting edges during the high-speed machining of stainless steel [J].
Lin, TR .
JOURNAL OF MATERIALS PROCESSING TECHNOLOGY, 2002, 127 (01) :8-16
[10]   A study on machinability of Al/SiC-MMC [J].
Manna, A ;
Bhattacharayya, B .
JOURNAL OF MATERIALS PROCESSING TECHNOLOGY, 2003, 140 :711-716