A comparison of dry and air-cooled turning of grey cast iron with mixed oxide ceramic tool

作者: D.K. Sarma , U.S. Dixit

DOI: 10.1016/J.JMATPROTEC.2007.02.049

关键词:

摘要: Abstract The present work compares the performance of a mixed oxide ceramic tool in dry and air-cooled turning grey cast iron. First, study was done range process parameters where provided satisfactory performance. contours surface roughness life were generated with help trained neural networks. A novel procedure network training is used this work. extended to which performed poorly terms life. Tool wear, machined job forces vibration during cutting studied. It observed that air-cooling significantly reduces wear at high speed. At higher speeds, performs very poorly, provides an improved finish also apart from reduction wear. In all cases, feed get reduced air-cooling. Thus, iron tools offers promising environment-friendly option.

参考文章(20)
Viktor P. Astakhov, Metal Cutting Mechanics ,(2019)
L Li, N He, M Wang, Z.G Wang, High speed cutting of Inconel 718 with coated carbide and ceramic inserts Journal of Materials Processing Technology. ,vol. 129, pp. 127- 130 ,(2002) , 10.1016/S0924-0136(02)00590-3
A.K Ghani, I.A Choudhury, Husni, Study of tool life, surface roughness and vibration in machining nodular cast iron with ceramic tool Journal of Materials Processing Technology. ,vol. 127, pp. 17- 22 ,(2002) , 10.1016/S0924-0136(02)00092-4
A Senthil Kumar, A Raja Durai, T Sornakumar, Machinability of hardened steel using alumina based ceramic cutting tools International Journal of Refractory Metals and Hard Materials. ,vol. 21, pp. 109- 117 ,(2003) , 10.1016/S0263-4368(03)00004-0
J.T. Lin, D. Bhattacharyya, V. Kecman, Multiple regression and neural networks analyses in composites machining Composites Science and Technology. ,vol. 63, pp. 539- 548 ,(2003) , 10.1016/S0266-3538(02)00232-4
D.K. Ojha, D.K. Sonar, U.S. Dixit, The application of a radial basis function neural network for predicting the surface roughness in a turning process The International Journal of Advanced Manufacturing Technology. ,vol. 27, pp. 661- 666 ,(2006) , 10.1007/S00170-004-2258-5
D.K. Ojha, U.S. Dixit, An economic and reliable tool life estimation procedure for turning The International Journal of Advanced Manufacturing Technology. ,vol. 26, pp. 726- 732 ,(2005) , 10.1007/S00170-003-2049-4
E.O. Ezugwu, S.J. Arthur, E.L. Hines, Tool-wear prediction using artificial neural networks Journal of Materials Processing Technology. ,vol. 49, pp. 255- 264 ,(1995) , 10.1016/0924-0136(94)01351-Z
E.O. Ezugwu, S.H. Tang, Surface abuse when machining cast iron (G-17) and nickel-base superalloy (Inconel 718) with ceramic tools Journal of Materials Processing Technology. ,vol. 55, pp. 63- 69 ,(1995) , 10.1016/0924-0136(95)01786-0