Optimization of multi machining characteristics in WEDM of WC-5.3%Co composite using integrated approach of Taguchi, GRA and entropy method

Frontiers of Mechanical Engineering

Volumn 7, Issue 3, 2012, Pages 288-299

  Jangra, Kamal ^a   Grover, Sandeep ^a   Aggarwal, Aman ^b  

^a YMCA UNIVERSITY OF SCIENCE AND TECHNOLOGY   (India)

^b Guru Premsukh Memorial College of Engineering   (India)

Author keywords

entropy measurement method; grey relational analysis (GRA); Taguchi method; tungsten carbide composite; wire electrical discharge machining (WEDM)

Indexed keywords

EID: 84866400518     PISSN: 20950233     EISSN: 20950241     Source Type: Journal    
DOI: 10.1007/s11465-012-0333-4     Document Type: Article

References (37)

1. Sarin V K. Cemented carbide cutting tools. Advances in Powder Metallurgy, 1981, 253-287.
2. Kim H C, Shon I J, Munir Z A. Rapid sintering of ultra-fine WC-10% Co by high-frequency induction heating. Journal of Materials Science, 2005, 40(11): 2849-2854.
3. Jahan M P, Rahman M, Wong Y S. A review on the conventional and micro-electrodischarge machining of tungsten carbide. International Journal of Machine Tools & Manufacture, 2011, 51(12): 837-858.
4. Liu K, Li X P. Ductile cutting of tungsten carbide. Journal of Materials Processing Technology, 2001, 113(1-3): 348-354.
5. Liu K, Li X P, Rahman M. Characteristics of high speed micro cutting of tungsten carbide. Journal of Materials Processing Technology, 2003, 140(1-3): 352-357.
6. Engqvist H, Ederyd S, Axen N, Hogmark S. Grooving wear of single-crystal tungsten carbide. Wear, 1999, 230(2): 165-174.
7. Jia K, Fischer T E. Sliding wear of conventional and nanostructured cemented carbides. Wear, 1997, 203-204: 310-318.
8. Jangra K, Jain A, Grover S. Optimization of multiple-machining characteristics in wire electrical discharge machining of punching die using grey relational analysis. Journal of Scientific and Industrial Research, 2010, 69: 606-612.
9. Kondaya D, Krishna A G. An integrated evolutionary approach for modelling and optimization of wire electrical discharge machining. In: Proceedings of the Institution of Mechanical Engineers. Part B, Journal of Engineering Manufacture, 2011, 225: 549-567.
10. Lee S H, Li X P. Study of the effect of machining parameters on the machining characteristics in electrical discharge machining of tungsten carbide. Journal of Materials Processing Technology, 2001, 115(3): 344-358.
11. Lee S H, Li X P. Study of the surface integrity of the machined workpiece in the EDM of tungsten carbide. Journal of Materials Processing Technology, 2003, 139(1-3): 315-321.
12. Puertas I, Luis C J, Alvarez L. Analysis of the influence of EDM parameters on surface quality, MRR and EW of WC-Co. Journal of Materials Processing Technology, 2004, 153, 154: 1026-1032.
13. Mahdavinejad R A, Mahdavinejad A. ED machining of WC-Co. Journal of Materials Processing Technology, 2005, 162, 163: 637-643.
14. Kim C H, Kruth J P. Influence of electrical conductivity of dielectrical fluid on WEDM of sintered carbide. KSME International Journal, 2001, 15(12): 1276-1282.
15. Lauwers B, Liu W, Eeraerts W. Influence of the composition of WC-based cermets on manufacturability by wire-EDM. Journal of Manufacturing Processes, 2006, 8(2): 83-89.
16. Saha P, Singha A, Pal S K, Saha P. Soft computing models based prediction of cutting speed and surface roughness in wire electro-discharge machining of tungsten carbide cobalt composite. International Journal of Advanced Manufacturing Technology, 2008, 39(1, 2): 74-84.
17. Jangra K, Grover S, Chan F T S, Aggarwal A. Digraph and matrix method to evaluate the machinability of tungsten carbide composite with wire EDM. International Journal of Advanced Manufacturing Technology, 2011, 56(9-12): 959-974.
18. Wang C C, Chow H M, Yang L D, Lu C T. Recast layer removal after electrical discharge machining via Taguchi analysis: A feasibility study. Journal of Materials Processing Technology, 2009, 209(8): 4134-4140.
19. Ross P J. Taguchi Techniques for Quality Engineering. New York: McGraw-Hill, 1998.
20. Roy R K. Design of Experiments Using the Taguchi Approach: 16 Steps to Product and Process Improvement. New York: Wiley-Interscience, 2001, 179-186.
21. Deng J. Control problems of grey system. Systems & Control Letters, 1982, 5: 288-294.
22. Lin C L. Use of the Taguchi method and grey relational analysis to optimize turning operations with multiple performance characteristics. Materials and Manufacturing Processes, 2004, 19(2): 209-220.
23. Lu H S, Chang C K, Hwang N C, Chung C T. Grey relational analysis coupled with principal component analysis for optimization design of the cutting parameters in high-speed end milling. Journal of Materials Processing Technology, 2009, 209(8): 3808-3817.
24. Chiang Y M, Hsieh H H. The use of the Taguchi method with grey relational analysis to optimize the thin film sputtering process with multiple quality characteristics in color filter manufacturing. Computers & Industrial Engineering, 2009, 56(2): 648-661.
25. Vijayan S, Raju R, Rao R. Multi objective optimization of friction stir welding process parameters on Aluminium alloy AA5083 using Taguchi based grey relational analysis. Materials and Manufacturing Processes, 2010, 25(11): 1206-1212.
26. Sharma A, Yadava V. Optimization of cut quality characteristics during Nd: YAG laser straight cutting of Ni-Based superalloy thin sheet using grey relational analysis with entropy measurement. Materials and Manufacturing Processes, 2011, 26(12): 1522-1529.
27. Palanikumar K, Latha B, Senthilkumar V S, Davim J P. Analysis on drilling of GFRP composites Using Grey relational Analysis. Materials and Manufacturing Processes, 2012, 27(3), 297-305.
28. Jangra K, Grover S, Aggarwal A. Simultaneous optimization of material removal rate and surface roughness for WEDM of WC-Co composite using grey relational analysis along with Taguchi method. International Journal of Industrial Engineering Computations, 2011, 2(3): 479-490.
29. Panda M C, Yadava V. Intelligent modelling and multi-objective optimization of die sinking electrode chemical cpark machining process. Materials and Manufacturing Processes, 2012, 27(1), 10-25.
30. Singh G K, Yadava V, Kumar R. Diamond face grinding of WC-Co composite with spark assistance: Experimental study and parameter optimization. International Journal of Precision Engineering and Manufacturing, 2010, 11(4): 509-518.
31. Rao R, Yadava V. Multi-objective optimization of Nd: YAG laser cutting of thin super alloy sheet using grey relational analysis with entropy measurement. Optics & Laser Technology, 2009, 41(8): 922-930.
32. Garg R K, Singh K K, Sachdeva A, Sharma V S, Ojha K, Singh S. Review of research work in sinking EDM and WEDM on metal matrix composite materials. International Journal of Advanced Manufacturing Technology, 2010, 50(5-8): 611-624.
33. Jangra K, Grover S, Aggarwal A. Machinability evaluation of WC-Composite with wire EDM. Journal of Manufacturing Technology Research, 2011, 3(1, 2): 6.
34. Boujelbene M, Bayraktar E, Tebni W, Salem S B. Influence of machining parameters on the surface integrity in electrical discharge machining. Archives of Material Science and Engineering, 2009, 37(2): 110-116.
35. Han F, Jiang J, Yu D. Jiang, Jun, Yu, D. Influence of machining parameters on surface roughness in finish cut of WEDM. International Journal of Advanced Manufacturing Technology, 2007, 34(5, 6): 538-546.
36. Poros D, Zaborski S. Semi-empirical model of efficiency of wire electrical discharge machining of hard to machine materials. Journal of Materials Processing Technology, 2009, 209(3): 1247-1253.
37. Wen K L, Chang T C. The grey entropy and its application in weighting analysis. In: Proceedings of IEEE International Conference on System, Man and Cybernetics, 1998, 2: 1842-1844.