A hybrid approach for multi-response optimization of non-conventional machining on AlSiCp MMC

Measurement: Journal of the International Measurement Confederation

Volumn 46, Issue 9, 2013, Pages 3581-3592

  Puhan, Debaprasanna ^a   Mahapatra, Siba Sankar ^a   Sahu, Jambeswar ^a   Das, Layatitdev ^a  

^a NATIONAL INSTITUTE OF TECHNOLOGY   (India)

Author keywords

Electrical discharge machining; Fuzzy inference system; Powder metallurgy; Principal component analysis; Sintering; Taguchi method

Indexed keywords

ELECTRIC DISCHARGES; FUZZY SYSTEMS; METALLIC MATRIX COMPOSITES; POWDER METALLURGY; PRINCIPAL COMPONENT ANALYSIS; SILICON CARBIDE; SINTERING; SURFACE ROUGHNESS; TAGUCHI METHODS;

ELECTRICAL DISCHARGE MACHINES; ELECTRICAL DISCHARGE MACHINING; FUZZY INFERENCE SYSTEMS; MULTIRESPONSE OPTIMIZATION; NONCONVENTIONAL MACHINING; OPTIMAL PARAMETER SETTINGS; PERFORMANCE CHARACTERISTICS; SIMULTANEOUS OPTIMIZATION;

OPTIMIZATION;

EID: 84880897313     PISSN: 02632241     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.measurement.2013.06.007     Document Type: Article

References (39)

1. p MMCs Int. J. Adv. Manuf. Technol. 44 5-6 2009 520 528
2. R. Karthikeyan, P.R. Lakshmi Narayanan, and R.S. Naagarazan Mathematical modelling for electric discharge machining of aluminium-silicon carbide particulate composites J. Mater. Process. Technol. 87 1-3 1999 59 63
3. T. Lemerise, C.S. Rao, and G.S. Upadhyaya 2014 and 6061 aluminium alloy-based powder metallurgy composites containing silicon carbide particles/fibres Mater. Des. 16 6 1995 21 33
4. P composites J. Mater. Process. Technol. 155 2 2004 1658 1661
5. I.N. Popescu, S. Zamfir, V.F. Anghelina, and C.O. Rusanescu Processing by P/M route and characterization of new ecological aluminum matrix composites (AMC) Int. J. Mech. 3 4 2010 71 80
6. S. Aribo, J.A. Omotoyinbo, and D.O. Folorunso High temperature mechanical properties of silicon carbide particulate reinforced cast aluminum alloy composite Leonardo Electr. J. Pract. Technol. 18 2011 321 323
7. K. Itatani, K. Hattori, D. Harima, M. Aizawa, I. Okada, I.J. Davies, H. Suemasu, and A. Nozue Mechanical and thermal properties of silicon-carbide composites fabricated with short Tyranno Si-Zr-C-O fiber J. Mater. Sci. 36 15 2001 3679 3686 (Pubitemid 32819548)
8. N.P. Hung, F.Y.C. Boey, K.A. Khor, C.A. Oh, and H.F. Lee Machinability of cast and powder-formed aluminum alloys reinforced with SiC particles J. Mater. Process. Technol. 48 1-4 1995 291 297
9. S. Durante, G. Rutellib, and F. Rabezzana Aluminum-based MMC machining with diamond-coated cutting tools Surf. Coat. Technol. 94 41 1997 632 640 (Pubitemid 127404597)
10. Y. Zhu, and H.A. Kishawy Influence of alumina particles on the mechanics of machining metal matrix composites Int. J. Mach. Tools Manuf. 45 4-5 2005 389 398 (Pubitemid 40142532)
11. M. El-Gallab, and M. Sklad Machining Al/SiC particulate metal matrix composites, part III comprehensive tool wear models J. Mater. Process. Technol. 10 1-3 2001 10 20 (Pubitemid 30585306)
12. N. Muthukrishnan, M. Murugan, and K.P. Rao Machinability issues in turning Al-SiC (10%) metal matrix composites Int. J. Adv. Manuf. Technol. 17 3-4 2008 1220 1228
13. p reinforced aluminium metal matrix composite J. Mater. Process. Technol. 164 2 2005 862 867 (Pubitemid 40584491)
14. A. Pramanik, L.C. Zhang, and J.A. Arsecularatne An FEM investigation into the behavior of metal matrix composites: tool-particle interaction during orthogonal cutting Int. J. Mach. Tools Manuf. 47 10 2007 1497 1506 (Pubitemid 46551655)
15. A. Manna, and B. Bhattacharyya A study on different tooling system during machining of Al/SiC-MMC J. Mater. Process. Technol. 123 3 2002 476 482 (Pubitemid 34552053)
16. I. Ciftci, M. Turker, and U. Seker Evaluation of tool wear when machining SiCp-reinforced Al-2014 alloy matrix composites Mater. Des. 25 3 2004 251 255 (Pubitemid 38265819)
17. L.A. Looney, J.M. Monagham, P. O'Reilly, and D.M.R. Taplin The turning of an Al/SiC metal-matrix composites J. Mater. Process. Technol. 33 4 1992 453 468
18. J.P. Davim Design of optimization of cutting parameters for turning metal matrix composites based on the orthogonal arrays J. Mater. Process. Technol. 132 1-3 2003 340 344 (Pubitemid 35433600)
19. X. Ding, W.Y.H. Liew, and X.D. Liu Evaluation of machining performance of MMC with PCBN and PCD tools Wear 259 7-12 2005 1225 1234 (Pubitemid 40759011)
20. A. Kremer, and M.E. Mansori Tool wear as-modified by particle generation in dry machining Wear 271 9-10 2011 2448 2453
21. F. Muller, and J. Monaghan Non-conventional machining of particle reinforced metal matrix composite Int. J. Mach. Tools Manuf. 40 9 2000 1351 1366 (Pubitemid 30592192)
22. B. Mohan, A. Rajadurai, and K.G. Satyanarayana Effect of SiC and rotation of electrode on electric discharge machining of Al-SiC composite J. Mater. Process. Technol. 124 3 2002 297 304 (Pubitemid 34862520)
23. K.L. Senthilkumar, R. Sivasubramanian, and K. Kalaiselvan Selection of optimum parameters in non-conventional machining of metal matrix composite Portugaliae Electrochim. Acta 27 22 2009 477 486
24. S. Murugesan, K. Balamurugan, C. Sathyanarayanan, and P.G. Venkatakrishnan Study on EDM of Al-15%SiC MMC using solid and multihole electrodes - a Taguchi approach Euro. J. Sci. Res. 68 2012 161 171
25. N.R. Prabhuswamy, C.S. Ramesh, and T. Chandrashekar Effect of heat treatment on strength and abrasive wear behaviour of Al6061-SiCp composites Bull. Mater. Sci. 33 1 2010 49 54
26. M. Ghoreishi, and J. Atkinson A comparative experimental study of machining characteristics in vibratory, rotary and vibro-rotary electro-discharge J. Mater. Process. Technol. 120 1-3 2002 374 378
27. M. Kathiresan, and T. Sornakumar EDM Studies on aluminum alloy-silicon carbide composites developed by vortex technique and pressure die casting J. Miner. Mater. Charact. Eng. 9 1 2010 79 88
28. C. Ahilan, S. Kumanan, and N. Sivakumaran Application of gray based Taguchi method in multi response optimization of turning process J. Adv. Prod. Eng. Manage. 5 3 2010 171 180
29. C.P. Fung, and K. Po-Chung Multi-response optimization in friction properties of PBT composites using Taguchi method and principle component analysis J. Mater. Process. Technol. 170 3 2005 602 610
30. A. Gupta, H. Singh, and A. Aggarwal Taguchi-fuzzy multi output optimization (MOO) in high speed CNC turning of AISI P-20 tool steel Exp. Syst. Appl. 38 6 2011 6822 6828
31. H.S. Chen, J.C. Lin, Y.K. Yang, and C.H. Tsai Optimization of wire electrical discharge machining for pure tungsten using a neural network integrated simulated annealing approach Exp. Syst. Appl. 37 10 2010 7147 7153
32. A.N. Haq, P. Marimuthu, and R. Jayapaul Multi response optimization of machining parameters of drilling Al/SiC metal matrix composite using grey relational analysis in the Taguchi method Int. J. Adv. Manuf. Technol. 37 3-4 2008 250 255 (Pubitemid 351571809)
33. A. Aggarwal, H. Singh, P. Kumar, and M. Singh Multi-characteristic optimization of CNC turned parts using principal component analysis Int. J. Mach. Mach. Mater. 3 1-2 2008 208 223 (Pubitemid 351454518)
34. F.Y. Chin, T.Y. Fong, and L.S. Xiang A Taguchi PCA fuzzy-based approach for the multi-objective extended optimization of a miniature optical engine J. Phys. Appl. Phys. 41 17 2008 175108 175123
35. A.P. Paiva, J.R. Ferreira, and P.P. Balestrassi A multivariate hybrid approach applied to AISI 52100 hardened steel turning optimization J. Mater. Process. Technol. 189 1-3 2007 26 35 (Pubitemid 46529182)
36. W.M. Khairaldien, A.A. Khalil, and M.R. Bayoumi Production of aluminum-silicon carbide composites using powder metallurgy at sintering temperatures above the aluminum melting point J. Test. Eval. 35 6 2007 111 125
37. J. Fleischer, J. Schmidt, and S. Haupt Combination of electric discharge machining and laser ablation in microstructuring of hardened steels Microsyst. Technol. 12 7 2006 697 701 (Pubitemid 43841074)
38. S. Moshat, S. Datta, A. Bandyopadhyay, and P.K. Pal Optimization of CNC end-milling process parameters using PCA-based Taguchi method Int. J. Eng. Sci. Technol. 2 1 2010 92 102
39. G.S. Peace Taguchi Methods: A Hands-On Approach 1993 Addision-Wesley Massachusetts