Optimization of process parameters for Peripheral Milling operation using Taguchi Grey Relational Analysis

被引:2
|
作者
Rajendran, Shyamraj [1 ]
Rasheedali, Shiyas Chekkot [2 ]
机构
[1] Coll Engn & Management Punnapra, Alappuzha, Kerala, India
[2] Cochin Univ, Coll Engn Kuttanad, Alappuzha, Kerala, India
关键词
D O I
10.1063/1.5120230
中图分类号
O3 [力学];
学科分类号
08 ; 0801 ;
摘要
Tool selection is a critical part during manufacturing process. The tool geometry plays a vital role in the art of machining to produce the part to meet the quality requirements. The tool parameters which play major roles are tool material, tool geometry, size of the tool and coating of the tool. Out of these, selection of right kind of tool geometry plays a major role by reducing cutting forces and induced stresses, energy consumptions and temperature. All this will leads to reduced distortions and the selection of wrong tool geometry results in enhanced tool cost and loss in production. However these tool geometric features are often neglected during machining considerations and procurement of tools. Thus the objective of the study is to analyze the contribution of tool geometry in peripheral milling operation and to find the optimized helix angle to get minimum cutting force (useful in thin wall machining) and thereby ensuring perpendicularity and best surface finish to reduce the chatter vibration and deflection by optimizing the machining parameters such as spindle speed, feed per tooth and side cut. The experiments are conducted on CNC milling machine on aluminium alloy 2014 using solid carbide end mills of 10 mm diameter with various helix angles by making all other geometric features constant. Taguchi method is used for design of experiment. The optimum level of parameters has been identified using Grey relational analysis (GRA) and also the percentage contribution is identified using ANOVA.
引用
收藏
页数:9
相关论文
共 50 条
  • [1] Optimization of squeeze cast process parameters using taguchi and grey relational analysis
    Patel, Manjunath G. C.
    Krishna, Prasad
    Parappagoudar, Mahesh B.
    [J]. 2ND INTERNATIONAL CONFERENCE ON INNOVATIONS IN AUTOMATION AND MECHATRONICS ENGINEERING, ICIAME 2014, 2014, 14 : 157 - 164
  • [3] Optimization of process parameters for surface roughness and microhardness in dry milling of magnesium alloy using Taguchi with grey relational analysis
    Shi, Kaining
    Zhang, Dinghua
    Ren, Junxue
    [J]. INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2015, 81 (1-4): : 645 - 651
  • [4] Optimization of process parameters for surface roughness and microhardness in dry milling of magnesium alloy using Taguchi with grey relational analysis
    Kaining Shi
    Dinghua Zhang
    Junxue Ren
    [J]. The International Journal of Advanced Manufacturing Technology, 2015, 81 : 645 - 651
  • [5] Multi-response milling process optimization using the Taguchi method coupled to grey relational analysis
    Shankar, Subramaniam
    Mohanraj, Thangamuthu
    Karuppusamy, Sevagoundanoor
    [J]. MATERIALS TESTING, 2016, 58 (05) : 462 - 470
  • [6] Optimization of process parameters in drilling of fibre hybrid composite using Taguchi and grey relational analysis
    Ramnath, B. Vijaya
    Sharavanan, S.
    Jeykrishnan, J.
    [J]. INTERNATIONAL CONFERENCE ON EMERGING TRENDS IN ENGINEERING RESEARCH, 2017, 183
  • [7] Optimization of Process Parameters in EDM with Magnetic Field Using Grey Relational Analysis with Taguchi Technique
    Anand, G.
    Satyanarayana, S.
    Hussain, M. Manzoor
    [J]. MATERIALS TODAY-PROCEEDINGS, 2017, 4 (08) : 7723 - 7730
  • [8] Modeling and optimization of process parameters in face milling of Ti6A14V alloy using Taguchi and grey relational analysis
    Rahman, Al Mazedur
    Rob, S. M. Abdur
    Srivastava, Anil K.
    [J]. 49TH SME NORTH AMERICAN MANUFACTURING RESEARCH CONFERENCE (NAMRC 49, 2021), 2021, 53 : 204 - 212
  • [9] Optimization of process parameters for surface roughness and tool wear in milling TC17 alloy using Taguchi with grey relational analysis
    Wang, Zhe
    Li, Lei
    [J]. ADVANCES IN MECHANICAL ENGINEERING, 2021, 13 (02)
  • [10] Optimization of the process parameters in generic thermal barrier coatings using the Taguchi method and grey relational analysis
    Kumar, Dipak
    Pandey, K. N.
    [J]. PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART L-JOURNAL OF MATERIALS-DESIGN AND APPLICATIONS, 2017, 231 (07) : 600 - 610