Optimization of machining characteristics during helical milling of AISI D2 steel considering chip geometry

• Autores: Uma Sai Vara Prasad Vookoti, K Venkata Rao, P. Satish Kumar
• Localización: Independent Journal of Management & Production, ISSN-e 2236-269X, Vol. 13, Nº. 2, 2022 (Ejemplar dedicado a: Independent Journal of Management & Production), págs. 750-770
• Idioma: inglés
• DOI: 10.14807/ijmp.v13i2.1617
• Enlaces
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• Resumen

  • Helical milling is one of the high-performance and high-quality hole manufacturing activities with strong prospects for the automotive and aerospace industries. Literature suggests chip geometry plays a significant role in optimizing machining operations. In the present study, a mechanistic approach is used to estimate the chip geometry, cutting force and power/energy consumption concerning the tool rotation angle. Experiments are conducted at different levels of spindle rotational speed, cutter orbital speed and axial depth of cuts using 8 and 10 mm diameter mill cutters. Experimental results for cutting speed in X, Y and Z directions are measured. A hybrid approach, which combines the Taguchi method and Graph theory and matrix approach (GTMA) technique is used and optimized process parameters. The highest aggregate utility process parameters are met by 2000 rpm spindle speed, 50 rpm orbital speed and 0.2 mm axial cutting depth during helical milling of AISI D2 steel. FEM simulation is used for predicting the chip thickness, cutting forces and power consumption and also validated the optimization.

• Referencias bibliográficas
  • Behera, R. R., Ghadai, R. K., Kalita, K., & Banerjee, S. (2016). Simultaneous prediction of delamination and surface roughness in drilling...
  • Cheema, M. S., Dvivedi, A., & Sharma, A. K. (2013). A hybrid approach to multi-criteria optimization based on user's preference rating....
  • Diyaley, S., Shilal, P., Shivakoti, I., Ghadai, R. K., & Kalita, K. (2017). PSI and TOPSIS Based Selection of Process Parameters in WEDM....
  • Gadakh, V. S., & Shinde, V.B. (2011). Selection of cutting parameters in side milling operation using graph theory and matrix approach....
  • Ghadai, R. K., Kalita, K., Mondal, S. C., & Swain, B. P. (2019). Genetically Optimized Diamond-like carbon Thin Film Coatings. Materials...
  • Ghadai, R. K., Kalita, K., Mondal, S. C., & Swain, B. P. (2018). PECVD Process Parameter Optimization: Towards increased Hardness of Diamond-like...
  • Haiyan, W., & Xuda, Q. (2016). A mechanistic model for cutting force in helical milling of carbon fiber-reinforced polymers. The International...
  • Harshad, A. S., & Suhas, S. J. (2010). Analytical modeling of chip geometry and cutting forces in helical ball end milling of superalloy...
  • Rao, K. V., Vidhu, K. P., Kumar, T. A., Rao, N. N., Murthy, P. B. G. S. N., & Balaji, M. (2016). An artificial neural network approach...
  • Kalita, K., Shivakoti, I., & Ghadai, R. K. (2017). Optimizing process parameters for laser beam micro-marking using genetic algorithm...
  • Karabulut, Ş. (2015). Optimization of surface roughness and cutting force during AA7039/Al2O3 metal matrix composites milling using neural...
  • Kurt, M., Bagci, E., & Kaynak, Y. (2009). Application of Taguchi methods in the optimization of cutting parameters for surface finish...
  • Kuttolamadom, M., Jones, J., Mears, L., Von Oehsen, J., Kurfess, T., & Ziegert, J. (2017). High performance computing simulations to identify...
  • Laakso, S. V. A., & Niemi, E. (2016). Modified Johnson-Cook flow stress model with thermal softening damping for finite element modeling...
  • Lingxuan, Z., Zhenyuan, J., Fuji, W., & Wei, L. (2010). A hybrid model using supporting vector machine and multi-objective genetic algorithm...
  • Liu, C., Wang, Gui; D., & Matthew S. (2012). Modelling, simulation and experimental investigation of cutting forces during helical milling...
  • Masmiati, N., Sarhan, A. A. D., Hassan, M. A. N., & Hamdi, M. (2016). Optimization of cutting conditions for minimum residual stress,...
  • Murthy, P., Rao, Ch. S., & Rao, K. (2018). Tool and work piece vibrations measurement - a review. Independent Journal of Management &...
  • Naidu, G. G., Vishnu, A. V., & Raju, G. J. (2014). Optimization of Process Parameters for Surface Roughness in Milling of EN-31 Steel...
  • Okafor, A., Chukwujekwu; S., & Abdulhakim, A. (2015). Development of a mechanistic cutting force model for wavy-edge bull-nose helical...
  • Panling, H., Jianfeng, L., Jie, S., Maojie, G. (2012). Milling force vibration analysis in high-speed-milling titanium alloy using variable...
  • Popovic, M., Tanovic, L., & Ehmann, K. F. (2017). Cutting forces prediction: The experimental identification of orthogonal cutting coefficients....
  • Ragavendran, U., Ghadai, R. K., Bhoi, A. K., Ramachandran, M., & Kalita, K. (2018). Sensitivity Analysis and Optimization of EDM Process...
  • Reddy S. (2015). Optimization of burr size, surface roughness and Circularity deviation during drilling of al 6061 using Taguchi design method...
  • Reddy S. (2016). Taguchi based optimization for surface roughness and chip thickness during end milling process on aluminium 6351-t6 alloy....
  • Rey, P. A., Ledref, J., Senatore, J., & Landon, Y. (2016). Modelling of Cutting forces in orbital drilling of titanium alloy Ti-6Al-4V....
  • Shang, S., Qin, X. D., Li, J. H., Li, S. P., Li, H., Huang, T., Jin, Y., & Sun, D. (2017). Modelling of cutting forces and researching...
  • Sivasakthivel, P., Sudhakaran, R., & Rajeswari, S. (2013). Optimization of machining parameters to minimize vibration amplitude while...
  • Sultan, A. A., Okafor, A., & Chukwujekwu (2016). Effects of geometric parameters of wavy-edge bull-nose helical end-mill on cutting force...
  • Thakre, A. A. (2013). Optimization of Milling Parameters for Minimizing Surface Roughness Using Taguchi‗s Approach, International Journal...
  • Umasai V. P., Rao, K. V., & Murthy, P. B. G. S. N. (2020). Mechanistic models for prediction of cutting forces and power consumption considering...
  • Wang, H., Qin, X., Li, H., & Tan, Y. (2016). A comparative study on helical milling of CFRP/Ti stacks and its individual layers. The International...
  • Yao, Q., Wu, B., Luo, M., & Zhang, D. (2018). On-line cutting force coefficients identification for bull-end milling process with vibration....
  • Yao, Q., Luo, M., Zhang, D., & Wu, B. (2018). Identification of cutting force coefficients in machining process considering cutter vibration....
  • Yoon-Eui, N., Ishikawa, H., & Inoue, M. (2013). New rating methods to prioritize customer requirements in QFD with incomplete customer...
  • Zitoune, R., Krishnaraj, V., Collombet, F., & Le Roux, S. (2016). Experimental and numerical analysis on drilling of carbon fibre reinforced...