How to cite this paper
Jangra, K., Grover, S & Aggarwal, A. (2011). 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 , 2(3), 479-490.
Refrences
Çaydaş, U., Hasçalik, A. & Ekici, S. (2009). An adaptive neuro-fuzzy inference system (ANFIS) model for wire-EDM. Expert Systems with Applications, 36, 6135-6139.
Chen, H. S., Lin, J. C., Yang, Y. K., & Tsai, C. H. (2010). Optimization of wire electrical discharge machining for pure tungsten using a neural network integrated simulated annealing approach. Expert System and Application, 37, 7147-7153. Deng, J. (1982). Control problems of grey system. System and Control Letters 5, 288-294.
Deng, J. (1989). Introduction to grey system. Journal of Grey System, 1(1), 1-24.
Huang, J. T., & Liao, Y. S. (2003). Optimization of machining parameters of Wire-EDM based on Grey relational and statistical analyses. International Journal of Production Research, 41(8), 1707 – 1720.
Jangra, K., Grover, S., Chan, F.T.S., & Aggarwal, A. (2011). Digraph and matrix method to evaluate the machinability of tungsten carbide composite with wire EDM. International Journal of Advance Manufacturing Technology, DOI: 10.1007/s00170-011-3234-5. Kanagarajan, D., Karthikeyan, R., Palanikumar, K., & Paulo Davim, J. (2006). Optimization of electrical discharge machining characteristics of WC/Co composites uing non-dominated sorting genetic algorithm (NSGA-II). International Journal of Advance Manufacturing Technology, 36(11-12), 1124-1132. Kim, C. H., & Kruth, J. P. (2001). Influence of electrical conductivity of dielectrical fluid on WEDM of sintered carbide. KSME International Journal, 15(12), 1276-1282.
Kim, H. C., Shon, I. J. & Munir, Z. A, (2005). Rapid sintering of ultra-fine WC-10% Co by high-frequency induction heating. Journal of Material Science, 40, 2849-2854.
Kung, K. Y., Horng, J. T., & Chiang, K. T. (2007). Material removal rate and electrode wear ratio study on the powder mixed electrical discharge machining of cobalt-bonded tungsten carbide. International Journal of Advance Manufacturing Technology, 40(5-8), 591-610.
Kucukturk, G., & Cogun, C. (2010). A new method for machining of electrically nonconductive workpieces using electrical discharge machining technique. Machining Science and Technology, 14(2), 189-207.
Lauwers, B., Liu, W., & Eeraerts, W. (2006). Influence of the composition of WC-based cermets on manufacturability by wire-EDM. Journal of Manufacturing process, 8(2), 83-89.
Lee, S. H., & Li, X. P. (2001). Study of the effect of machining parameters on the machining characteristics in electrical discharge machining of tungsten carbide. Journal of Material Processing Technology, 115, 344-358.
Lee, S. H., & Li, X. P. (2003). Study of the surface integrity of the machined workpiece in the EDM of tungsten carbide. Journal of Material Processing Technology, 139, 315-321.
Liu, K., Li, X. P., & Rahman, M. (2003). Characteristics of high speed micro cutting of tungsten carbide. Journal of Material Processing Technology, 140, 352-357.
Lin, J. L., & Lin, C. L.(2002). The use of the orthogonal array with grey relational analysis to optimize the electrical discharge machining process with multiple performance characteristics. International Journal of Machine Tool & Manufacture, 42 (2), 237-244.
Li, C. H., Tsai, & M. J. (2009). Multi-objective optimization of laser cutting for flash memory modules with special shapes using grey relational analysis. Optics & Laser Technology, 41, 634-642.
Lu, H. S., Chang, C. K., Hwang, N. C., & Chung, C. T. (2009). Grey relational analysis coupled with principle component analysis for optimization design of the cutting parameters in high-speed end milling. Journal of Material Processing Technology, 209, 3808-3817.
Mahdavinejad, R. A., & Mahdavinejad, A. (2005). ED machining of WC-Co. Journal of Material Processing Technology, 162-163, 637-643.
Nath, C., Rahman, M., & Neo, K. S. (2009). A study on ultrasonic elliptical vibration cutting of tungsten carbide. International Journal of Machine Tool & Manufacture, 49, 1089-1095.
Narender Singh, P., Raghukandan, K., & Pai, B.C.(2004).Optimization by grey relational analysis of EDM parameters on machining Al-10% SiCp composite.Journal of Material Processing Technology, 155,1658-1661.
Pan, L. K., Wang, C. C., Wei, S. L., & Sher, H. F. (2007). Optimizing multiple quality characteristics via Taguchi method based grey relational analysis. Journal of Material Processing Technology, 182, 107-116.
Phadke, S. M. (1989). Quality Enginerring Using Robust Design, Englewood Cliffs, NJ: Prentice Hall.
Puertas, I., Luis, C. J., & Alvarez, L. (2004). Analysis of the influence of EDM parameters on surface quality, MRR and EW of WC-Co. Journal of Material Processing Technology, 153-154, 1026-1032.
Ross, P. J. (1996). Taguchi Techniques for Quality Engineering, McGraw-Hill, New York.
Roy, R. K. (2001). Design of Experiments using the Taguchi approach: 16 steps to Product and Process Improvement, Wiley-Interscience, New York, 179-186.
Saha, P., Singha, A., & Pal, S. K. (2008). Soft computing models based prediction of cutting speed and surface roughness in wire electro-discharge machining of tungsten carbide cobalt composite. International Journal of Advance Manufacturing Technology, 39, 74-84.
Tarng, Y. S., Juang, S. C., & Chang, C. H. (2002). The use of grey based Taguchi methods to determine submerged arc welding process parameters in hardfacing. Journal of Material Processing Technology, 128, 1-6.
Tzeng, C. J., Lin, Y. H., Yang, Y. K., & Jeng, M. C. (2009). Optimization of turning operations with multiple performance characteristics using the Taguchi method and Grey relational analysis. Journal of Material Processing Technology, 209, 2753-2759.
Chen, H. S., Lin, J. C., Yang, Y. K., & Tsai, C. H. (2010). Optimization of wire electrical discharge machining for pure tungsten using a neural network integrated simulated annealing approach. Expert System and Application, 37, 7147-7153. Deng, J. (1982). Control problems of grey system. System and Control Letters 5, 288-294.
Deng, J. (1989). Introduction to grey system. Journal of Grey System, 1(1), 1-24.
Huang, J. T., & Liao, Y. S. (2003). Optimization of machining parameters of Wire-EDM based on Grey relational and statistical analyses. International Journal of Production Research, 41(8), 1707 – 1720.
Jangra, K., Grover, S., Chan, F.T.S., & Aggarwal, A. (2011). Digraph and matrix method to evaluate the machinability of tungsten carbide composite with wire EDM. International Journal of Advance Manufacturing Technology, DOI: 10.1007/s00170-011-3234-5. Kanagarajan, D., Karthikeyan, R., Palanikumar, K., & Paulo Davim, J. (2006). Optimization of electrical discharge machining characteristics of WC/Co composites uing non-dominated sorting genetic algorithm (NSGA-II). International Journal of Advance Manufacturing Technology, 36(11-12), 1124-1132. Kim, C. H., & Kruth, J. P. (2001). Influence of electrical conductivity of dielectrical fluid on WEDM of sintered carbide. KSME International Journal, 15(12), 1276-1282.
Kim, H. C., Shon, I. J. & Munir, Z. A, (2005). Rapid sintering of ultra-fine WC-10% Co by high-frequency induction heating. Journal of Material Science, 40, 2849-2854.
Kung, K. Y., Horng, J. T., & Chiang, K. T. (2007). Material removal rate and electrode wear ratio study on the powder mixed electrical discharge machining of cobalt-bonded tungsten carbide. International Journal of Advance Manufacturing Technology, 40(5-8), 591-610.
Kucukturk, G., & Cogun, C. (2010). A new method for machining of electrically nonconductive workpieces using electrical discharge machining technique. Machining Science and Technology, 14(2), 189-207.
Lauwers, B., Liu, W., & Eeraerts, W. (2006). Influence of the composition of WC-based cermets on manufacturability by wire-EDM. Journal of Manufacturing process, 8(2), 83-89.
Lee, S. H., & Li, X. P. (2001). Study of the effect of machining parameters on the machining characteristics in electrical discharge machining of tungsten carbide. Journal of Material Processing Technology, 115, 344-358.
Lee, S. H., & Li, X. P. (2003). Study of the surface integrity of the machined workpiece in the EDM of tungsten carbide. Journal of Material Processing Technology, 139, 315-321.
Liu, K., Li, X. P., & Rahman, M. (2003). Characteristics of high speed micro cutting of tungsten carbide. Journal of Material Processing Technology, 140, 352-357.
Lin, J. L., & Lin, C. L.(2002). The use of the orthogonal array with grey relational analysis to optimize the electrical discharge machining process with multiple performance characteristics. International Journal of Machine Tool & Manufacture, 42 (2), 237-244.
Li, C. H., Tsai, & M. J. (2009). Multi-objective optimization of laser cutting for flash memory modules with special shapes using grey relational analysis. Optics & Laser Technology, 41, 634-642.
Lu, H. S., Chang, C. K., Hwang, N. C., & Chung, C. T. (2009). Grey relational analysis coupled with principle component analysis for optimization design of the cutting parameters in high-speed end milling. Journal of Material Processing Technology, 209, 3808-3817.
Mahdavinejad, R. A., & Mahdavinejad, A. (2005). ED machining of WC-Co. Journal of Material Processing Technology, 162-163, 637-643.
Nath, C., Rahman, M., & Neo, K. S. (2009). A study on ultrasonic elliptical vibration cutting of tungsten carbide. International Journal of Machine Tool & Manufacture, 49, 1089-1095.
Narender Singh, P., Raghukandan, K., & Pai, B.C.(2004).Optimization by grey relational analysis of EDM parameters on machining Al-10% SiCp composite.Journal of Material Processing Technology, 155,1658-1661.
Pan, L. K., Wang, C. C., Wei, S. L., & Sher, H. F. (2007). Optimizing multiple quality characteristics via Taguchi method based grey relational analysis. Journal of Material Processing Technology, 182, 107-116.
Phadke, S. M. (1989). Quality Enginerring Using Robust Design, Englewood Cliffs, NJ: Prentice Hall.
Puertas, I., Luis, C. J., & Alvarez, L. (2004). Analysis of the influence of EDM parameters on surface quality, MRR and EW of WC-Co. Journal of Material Processing Technology, 153-154, 1026-1032.
Ross, P. J. (1996). Taguchi Techniques for Quality Engineering, McGraw-Hill, New York.
Roy, R. K. (2001). Design of Experiments using the Taguchi approach: 16 steps to Product and Process Improvement, Wiley-Interscience, New York, 179-186.
Saha, P., Singha, A., & Pal, S. K. (2008). Soft computing models based prediction of cutting speed and surface roughness in wire electro-discharge machining of tungsten carbide cobalt composite. International Journal of Advance Manufacturing Technology, 39, 74-84.
Tarng, Y. S., Juang, S. C., & Chang, C. H. (2002). The use of grey based Taguchi methods to determine submerged arc welding process parameters in hardfacing. Journal of Material Processing Technology, 128, 1-6.
Tzeng, C. J., Lin, Y. H., Yang, Y. K., & Jeng, M. C. (2009). Optimization of turning operations with multiple performance characteristics using the Taguchi method and Grey relational analysis. Journal of Material Processing Technology, 209, 2753-2759.