Optimization of Process Parameters with Minimum Thrust Force and Torque in Drilling Operation Using Taguchi Method

被引:18
作者
Neseli, Suleyman [1 ]
机构
[1] Selcuk Univ, Fac Technol, Dept Mech Engn, TR-42075 Konya, Turkey
关键词
SURFACE-ROUGHNESS; GFRP COMPOSITES; DELAMINATION; PERFORMANCE; DESIGN; STEEL;
D O I
10.1155/2014/925382
中图分类号
O414.1 [热力学];
学科分类号
摘要
This research outlines the Taguchi optimization methodology, which is applied to optimize cutting parameters in drilling of AISI 1040 steel. The drilling parameters evaluated are cutting speed, feed rate, and helix angle. Series of experiments are conducted to relate the cutting parameters on the thrust force and torque. L-27(3(13)) orthogonal array, signal-to-noise ratio is employed to analyze the influence of these parameters on thrust force and torque during drilling. Analysis of variance (ANOVA) is used to study the effect of process parameters on machining process. The study shows that the Taguchi method is suitable to solve the stated problem with the minimum number of trials. The main objective is to find the important factors and combination of factors that influence the machining process to achieve low thrust force and torque. The analysis of the Taguchi method indicates that the feed rate is the most significant factor affecting the thrust force, while the cutting speed contributes the most to the torque.
引用
收藏
页数:10
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共 26 条
[1]   Surface roughness prediction of flow-formed AA6061 alloy by design of experiments [J].
Davidson, M. Joseph ;
Balasubramanian, K. ;
Tagore, G. R. N. .
JOURNAL OF MATERIALS PROCESSING TECHNOLOGY, 2008, 202 (1-3) :41-46
[2]   Multi-response optimization of electro-chemical honing using utility-based Taguchi approach [J].
Dubey, A. K. .
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2009, 41 (7-8) :749-759
[3]   Modeling and Pareto optimization of gas cyclone separator performance using RBF type artificial neural networks and genetic algorithms [J].
Elsayed, Khairy ;
Lacor, Chris .
POWDER TECHNOLOGY, 2012, 217 :84-99
[4]   Screening, optimization and validation of microwave-assisted extraction for the determination of persistent organochlorine pesticides [J].
Gfrerer, M ;
Lankmayr, E .
ANALYTICA CHIMICA ACTA, 2005, 533 (02) :203-211
[5]   Application of Taguchi method in the optimization of end milling parameters [J].
Ghani, JA ;
Choudhury, IA ;
Hassan, HH .
JOURNAL OF MATERIALS PROCESSING TECHNOLOGY, 2004, 145 (01) :84-92
[6]  
HOCHENG H, 1990, J ENG IND-T ASME, V112, P236, DOI 10.1115/1.2899580
[7]   MACHINABILITY OF FIBER-REINFORCED THERMOPLASTICS IN DRILLING [J].
HOCHENG, H ;
PUW, HY .
JOURNAL OF ENGINEERING MATERIALS AND TECHNOLOGY-TRANSACTIONS OF THE ASME, 1993, 115 (01) :146-149
[8]   Drilling analysis of chopped composites [J].
Khashaba, U. A. ;
Seif, M. A. ;
Elhamid, M. A. .
COMPOSITES PART A-APPLIED SCIENCE AND MANUFACTURING, 2007, 38 (01) :61-70
[9]   Delamination in drilling GFR-thermoset composites [J].
Khashaba, UA .
COMPOSITE STRUCTURES, 2004, 63 (3-4) :313-327
[10]   Taguchi method based optimisation of drilling parameters in drilling of AISI 316 steel with PVD monolayer and multilayer coated HSS drills [J].
Kivak, Turgay ;
Samtas, Gurcan ;
Cicek, Adem .
MEASUREMENT, 2012, 45 (06) :1547-1557