Multi Response Optimization in Drilling Al6063/SiC/15% Metal Matrix Composite
Authors: Hari Singh, Abhishek Kamboj, Sudhir Kumar
Abstract:
This investigation proposes a grey-based Taguchi method to solve the multi-response problems. The grey-based Taguchi method is based on the Taguchi’s design of experimental method, and adopts grey relational analysis (GRA) to transfer multi-response problems into single-response problems. In this investigation, an attempt has been made to optimize the drilling process parameters considering weighted output response characteristics using grey relational analysis. The output response characteristics considered are surface roughness, burr height and hole diameter error under the experimental conditions of cutting speed, feed rate, step angle, and cutting environment. The drilling experiments were conducted using L27 orthogonal array. A combination of orthogonal array, design of experiments and grey relational analysis was used to ascertain best possible drilling process parameters that give minimum surface roughness, burr height and hole diameter error. The results reveal that combination of Taguchi design of experiment and grey relational analysis improves surface quality of drilled hole.
Keywords: Metal matrix composite, Drilling, Optimization, step drill, Surface roughness, burr height, hole diameter error.
Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1092092
Procedia APA BibTeX Chicago EndNote Harvard JSON MLA RIS XML ISO 690 PDF Downloads 3254References:
[1] Song Min., "Effects of volume fraction of SiC particles on mechanical properties of SiC/Al composites”, Transactions of Nonferrous Metals Society of China, pp. 1400-1404, 2009.
[2] M. Rosso, "Ceramic and metal matrix composites: Routes and properties”, Journal of Materials Processing Technology, 175, pp.364–375, 2006.
[3] T. Rajmohan, K. Palanikumar, "Application of the central composite design in optimization of machining parameters in drilling hybrid metal matrix composites”, Measurement, 46, pp.1470–1481, 2013.
[4] G. Tosun, Mehtap Muratoglu, "The drilling of an Al/SiCp metal-matrix composites. Part I: microstructure”, Composites Science and Technology, 64(2), pp. 299-308, 2004.
[5] G.Tosun, Mehtap Muratoglu., "The drilling of an Al/SiCp metal-matrix composites. Part II: microstructure”, Composites Science and Technology, 64, pp. 1413-1418, 2004.
[6] T. Tosun, "Determination of optimum parameters for multi- performance characteristics in drilling by using grey relational analysis”, International Journal of Advanced Manufacturing Technology, 28(5-6), pp. 450-455, 2006.
[7] C.Y. Ho, Z.C. Lin, "Analysis and application of grey relation and ANOVA in chemical mechanical polishing process parameters”, International Journal of Advanced Manufacturing Technology, 21, pp.10–14, 2003.
[8] P.F. Chin, "Manufacturing process optimization for wear property of fiber reinforced poly butylene ere phthalate composites with grey relational analysis”, Wear, 254, pp.298-306, 2003.
[9] T. R. Lin, "Cutting Behaviour of a TiN-Coated Carbide Drill with Curved Cutting Edges During the High-Speed Machining of a Stainless Steel”, Journal of Materials Processing Technology, 127, pp. 8-16, 2012.
[10] Y. Kuo, T.Yang and G.W. Huang, "Engineering Optimization”, Vol.23 (1), pp.51–58, 2008.
[11] N.S. Mohan, A. Ramachandra, , S.M. Kulkarni, "Influence of Process parameters on cutting force and torque during drilling of glass-fiber polyester reinforced composites”, Composite Structure, 71, pp. 407–413, 2005.
[12] C.L. Lin, J.L. Lin, , T.C. Ko, " Optimization of the EDM Process based on the orthogonal array with fuzzy logic and Grey relational analysis method”, International Journal of Advanced Manufacturing Technology, 19, pp. 271–277, 2002.
[13] J. Deng, "Introduction to Grey System Theory”, The Journal of Grey System, 1, pp. 1-24, 1989.
[14] R. Jeyapaul, P. Shahabudeen, K. Krishnaiah, " Quality management research by considering multi-response problems in the Taguchi method - A review”, International Journal of Advanced Manufacturing Technology, 26, pp.1331–1337, 2005.
[15] P.J. Ross, "Taguchi Technique for Qual