Multi response optimization of wire EDM operations using robust design of experiments

被引:145
|
作者
Ramakrishnan, R. [1 ]
Karunamoorthy, L.
机构
[1] EVP Engn Coll, Dept Mech Engn, Madras 602103, Tamil Nadu, India
[2] Anna Univ, Dept Mech Engn, Madras 600025, Tamil Nadu, India
关键词
ANOVA; MRR; MRSN; surface roughness; WEDM; WWR;
D O I
10.1007/s00170-004-2496-6
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this present study a multi response optimization method using Taguchi's robust design approach is proposed for wire electrical discharge machining (WEDM) operations. Experimentation was planned as per Taguchi's L16 orthogonal array. Each experiment has been performed under different cutting conditions of pulse on time, wire tension, delay time, wire feed speed, and ignition current intensity. Three responses namely material removal rate, surface roughness, and wire wear ratio have been considered for each experiment. The machining parameters are optimized with the multi response characteristics of the material removal rate, surface roughness, and wire wear ratio. Multi response S/N (MRSN) ratio was applied to measure the performance characteristics deviating from the actual value. Analysis of variance (ANOVA) is employed to identify the level of importance of the machining parameters on the multiple performance characteristics considered. Finally experimental confirmation was carried out to identify the effectiveness of this proposed method. A good improvement was obtained.
引用
收藏
页码:105 / 112
页数:8
相关论文
共 50 条
  • [1] Multi response optimization of wire EDM operations using robust design of experiments
    Ramakrishnan, R.
    Karunamoorthy, L.
    International Journal of Advanced Manufacturing Technology, 2006, 29 (1-2): : 105 - 112
  • [2] Multi response optimization of wire EDM operations using robust design of experiments
    R. Ramakrishnan
    L. Karunamoorthy
    The International Journal of Advanced Manufacturing Technology, 2006, 29 : 105 - 112
  • [3] Optimization of wire Electrical Discharge turning operations using robust design of experiment
    Mohammadi, Aminollah
    Tehrani, Alireza Fadaei
    Safari, Mandi
    INTERNATIONAL CONFERENCE ON ADVANCES IN MATERIALS AND PROCESSING TECHNOLOGIES, PTS ONE AND TWO, 2010, 1315 : 1205 - 1210
  • [4] Multi response optimization of process parameters in wire-cut EDM on INCONEL 625
    Tata, Nancharaiah
    Pacharu, Ravi Kumar
    Devarakonda, Sameer Kumar
    MATERIALS TODAY-PROCEEDINGS, 2021, 47 : 6960 - 6964
  • [5] Robust design of experiments using constrained stochastic optimization
    Popli, Khushaal
    Prasad, Vinay
    IFAC PAPERSONLINE, 2015, 48 (08): : 106 - 111
  • [6] Multi-quality Response Optimization of Wire EDM for Ni-75 using PCA based Utility theory
    Sonawane, Sachin Ashok
    Kulkarni, M. L.
    MATERIALS TODAY-PROCEEDINGS, 2018, 5 (02) : 4584 - 4591
  • [7] Predictive analysis and multi objective optimization of wire-EDM process using ANN
    Arunadevi, M.
    Prakash, C. P. S.
    MATERIALS TODAY-PROCEEDINGS, 2021, 46 : 6012 - 6016
  • [8] Multi response optimization of wire-EDM process parameters of ballistic grade aluminium alloy
    Bobbili, Ravindranadh
    Madhu, V.
    Gogia, A. K.
    ENGINEERING SCIENCE AND TECHNOLOGY-AN INTERNATIONAL JOURNAL-JESTECH, 2015, 18 (04): : 720 - 726
  • [9] Multi-response Optimization of Wire EDM of Inconel 718 Using a Hybrid Entropy Weighted GRA-TOPSIS Method
    Abhilash, P. M.
    Chakradhar, D.
    PROCESS INTEGRATION AND OPTIMIZATION FOR SUSTAINABILITY, 2022, 6 (01) : 61 - 72
  • [10] Multi-response Optimization of Wire EDM of Inconel 718 Using a Hybrid Entropy Weighted GRA-TOPSIS Method
    P. M. Abhilash
    D. Chakradhar
    Process Integration and Optimization for Sustainability, 2022, 6 : 61 - 72