Use of the Taguchi method and grey relational analysis to optimize turning operations with multiple performance characteristics

被引:249
|
作者
Lin, CL [1 ]
机构
[1] Lan Yang Inst Technol, Dept Automat Engn, Toucheng 261, Yi Land, Taiwan
关键词
turning operations; Taguchi method; grey relational analysis; optimization;
D O I
10.1081/AMP-120029852
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This article addresses an approach based on the Taguchi method with grey relational analysis for optimizing turning operations with multiple performance characteristics. A grey relational grade obtained from the grey relational analysis is used to solve the turning operations with multiple performance characteristics. Optimal cutting parameters can then be determined by the Taguchi method using the grey relational grade as the performance index. Tool life, cutting force, and surface roughness are important characteristics in turning. Using these characteristics, the cutting parameters, including cutting speed, feed rate, and depth of cut are optimized in the study. Experimental results have been improved through this approach.
引用
收藏
页码:209 / 220
页数:12
相关论文
共 50 条
  • [31] Optimized high speed turning on Inconel 718 using Taguchi method based Grey relational analysis
    Satyanarayana, B.
    Janardhana, G. Ranga
    Rao, D. Hanumantha
    INDIAN JOURNAL OF ENGINEERING AND MATERIALS SCIENCES, 2013, 20 (04) : 269 - 275
  • [32] A novel design to optimize the optical performances of parabolic trough collector using Taguchi, ANOVA and grey relational analysis methods
    Ben Taher M.A.
    Pelay U.
    Russeil S.
    Bougeard D.
    Renewable Energy, 2023, 216
  • [33] Using the Taguchi Method and Grey Relational Analysis to Optimize Ventilation Systems for Rural Outdoor Toilets in the Post-Pandemic Era
    Sun, Chang
    Feng, Lianyuan
    Guo, Meng
    Ju, Xiaolei
    BUILDINGS, 2024, 14 (09)
  • [34] Application of grey relational analysis based on Taguchi method for optimizing machining parameters in hard turning of high chrome cast iron
    Ali Kalyon
    Mustafa Günay
    Dursun Özyürek
    Advances in Manufacturing, 2018, 6 : 419 - 429
  • [35] Film analysis of activated sludge microbial discs by the Taguchi method and grey relational analysis
    M. Y. Chen
    M. J. Syu
    Bioprocess and Biosystems Engineering, 2003, 26 : 83 - 92
  • [36] Film analysis of activated sludge microbial discs by the Taguchi method and grey relational analysis
    Chen, MY
    Syu, MJ
    BIOPROCESS AND BIOSYSTEMS ENGINEERING, 2003, 26 (02) : 83 - 92
  • [37] Optimization of Multiple Response Characteristics of EDM Process Using Taguchi-Based Grey Relational Analysis and Modified PSO
    Panda, S.
    Mishra, D.
    Biswal, B. B.
    Nanda, P.
    JOURNAL OF ADVANCED MANUFACTURING SYSTEMS, 2015, 14 (03) : 123 - 148
  • [38] Quality Performance Evaluation of Thin Walled PLA 3D Printed Parts Using the Taguchi Method and Grey Relational Analysis
    Aslani, Kyriaki-Evangelia
    Chaidas, Dimitrios
    Kechagias, John
    Kyratsis, Panagiotis
    Salonitis, Konstantinos
    JOURNAL OF MANUFACTURING AND MATERIALS PROCESSING, 2020, 4 (02):
  • [39] Experimental investigation and performance analysis of cemented carbide inserts of different geometries using Taguchi based grey relational analysis
    Senthilkumar, N.
    Tamizharasan, T.
    Anandakrishnan, V.
    MEASUREMENT, 2014, 58 : 520 - 536
  • [40] Optimization of Coating Process Conditions for Denim Fabrics by Taguchi Method and Grey Relational Analysis
    Ustuntag, Sumeyye
    Senyigit, Ercan
    Mezarcioz, Serin
    Turksoy, Huseyin Gazi
    JOURNAL OF NATURAL FIBERS, 2022, 19 (02) : 685 - 699