Multi-objective optimization of cutting parameters in high-speed milling based on grey relational analysis coupled with principal component analysis

Frontiers of Mechanical Engineering

Volumn 7, Issue 4, 2012, Pages 445-452

  Fu, Tao ^a,b   Zhao, Jibin ^b   Liu, Weijun ^b  

^a UNIVERSITY OF CHINESE ACADEMY OF SCIENCES   (China)

^b SHENYANG INSTITUTE OF AUTOMATION   (China)

Author keywords

grey relational analysis; high speed milling; parameters optimization; principal component analysis

Indexed keywords

EID: 84876690832     PISSN: 20950233     EISSN: 20950241     Source Type: Journal    
DOI: 10.1007/s11465-012-0338-z     Document Type: Article

References (15)

1. Deng J L. Introduction to grey system theory. Journal of Grey System, 1989, 1(1): 1-24.
2. Hotelling H. Analysis of a complex of statistical variables into principal components. Journal of Educational Psychology, 1933, 24(6): 417-441.
3. Taylor F W. On the art of cutting metals. Transactions of ASME, 1907, 28: 31-350.
4. Benardos P G, Vosniakos G C. Prediction of surface roughness in CNC face milling using neural networks and Taguchi's design of experiments. Robotics and Computer-integrated Manufacturing, 2002, 18(5, 6): 343-354.
5. Cus F, Balic J. Optimization of cutting process by GA approach. Robotics and Computer-Integrated Manufacturing, 2003, 19(1, 2): 113-121.
6. Pan L K, Wang C C, Wei S L, Sher H F. Optimizing multiple quality characteristics via Taguchi method-based Grey analysis. Journal of Materials Processing Technology, 2007, 182(1-3): 107-116.
7. Wang M Y, Lan T S. Parametric optimization on multi-objective precision turning using grey relational analysis. Information Technology Journal, 2008, 7(7): 1072-1076.
8. Tosun N, Ozler L. Optimisation for hot turning operations with multiple performance characteristics. International Journal of Advanced Manufacturing Technology, 2004, 23(11, 12): 777-782.
9. Wang C, Chen S F, Yuen M. Fuzzy part family formation based on grey relational analysis. International Journal of Advanced Manufacturing Technology, 2001, 18(2): 128-132.
10. Fung C P. Manufacturing process optimization for wear property of fiber-reinforced polybutylene terephthalate composites with grey relational analysis. Wear, 2003, 254(3, 4): 298-306.
11. Lo S P. The application of an ANFIS and grey system method in turning tool-failure detection. International Journal of Advanced Manufacturing Technology, 2002, 19(8): 564-572.
12. Ho C Y, Lin Z C. Analysis and application of grey relation and ANOVA in chemical-mechanical polishing process parameters. International Journal of Advanced Manufacturing Technology, 2003, 21(1): 10-14.
13. Tosun N, Pihtili H. The effect of cutting parameters on wire crater sizes in wire EDM. International Journal of Advanced Manufacturing Technology, 2003, 21(10, 11): 857-865.
14. Fung C P, Kang P C. Multi-response optimization in friction properties of PBT composites using Taguchi method and principle component analysis. Journal of Materials Processing Technology, 2005, 170(3): 602-610.
15. Liao H C. Multi-response optimization using weighted principal component. International Journal of Advanced Manufacturing Technology, 2006, 27(7, 8): 720-725.