Optimization of Material Removal Rate During Turning of SAE 1020 Material in CNC Lathe using Taguchi Technique

被引:23
作者
Mukherjee, Sayak [1 ]
Kamal, Anurag [1 ]
Kumar, Kaushik [1 ]
机构
[1] Birla Inst Technol, Ranchi 835215, Bihar, India
来源
12TH GLOBAL CONGRESS ON MANUFACTURING AND MANAGEMENT (GCMM - 2014) | 2014年 / 97卷
关键词
CNC Lathe; Carbide; SAE; 1020; MRR; Taguchi; ANOVA; OPERATIONS;
D O I
10.1016/j.proeng.2014.12.221
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In the era of mass manufacturing, MRR (material removal rate) is of primary concern even in manufacturing using contemporary CNC (computer numerical controlled) machines. In this paper Taguchi method has been employed with L25 (5 boolean AND 3) Orthogonal Array for three parameters namely Speed, Feed and Depth of cut. For each of these parameters five different levels have been identified and used to perform the turning parameters for maximization of material removal rate on an EMCO Concept Turn 105 CNC lathe. The material selected for machining was SAE 1020 with carbide cutting tool. The MRR is observed as the objective to develop the combination of optimum cutting parameters. This paper proposes an optimization approach using orthogonal array for the maximized MRR and the result from this study confirms the same. This study also produced a predictive equation for determining MRR with a given set of parameters in CNC turning. Thus, with the proposed optimal parameters it is possible to increase the efficiency of machining process and decrease production cost in an automated manufacturing environment. (C) 2014 The Authors. Published by Elsevier Ltd.
引用
收藏
页码:29 / 35
页数:7
相关论文
共 16 条
[1]  
Abachizadeh Kolahan, 2008, P WORLD ACAD SCI ENG, V36
[2]  
[Anonymous], 2003, MIN US MAN REL 16, V16
[3]  
Camposeco-Negrete C., 2013, IMECE201362520
[4]   Machinability evaluation in hard turning of AISI 4340 steel with different cutting tools using statistical techniques [J].
Caydas, U. .
PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART B-JOURNAL OF ENGINEERING MANUFACTURE, 2010, 224 (B7) :1043-1055
[5]   Optimization of machining conditions for turning cylindrical stocks into continuous finished profiles [J].
Chen, MC ;
Su, CT .
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 1998, 36 (08) :2115-2130
[6]  
Datta R., 2010, IEEE C EVOLUTIONARY, DOI [https://doi.org/10.1109/CEC.2010.5586296, DOI 10.1109/CEC.2010.5586296]
[7]  
Fraley S, 2006, DESIGN EXPT TAGUCHI
[8]   Optimization of Machining Techniques in CNC Turning Centre Using Genetic Algorithm [J].
Ganesan, H. ;
Mohankumar, G. .
ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING, 2013, 38 (06) :1529-1538
[9]   Calculation of optimum cutting conditions for turning operations using a machining theory [J].
Meng, Q ;
Arsecularatne, JA ;
Mathew, P .
INTERNATIONAL JOURNAL OF MACHINE TOOLS & MANUFACTURE, 2000, 40 (12) :1709-1733
[10]  
Montgomery D.C., 2001, Design and Analysis of Experiments