Surface roughness prediction for the milling of Ti–6Al–4V ELI alloy with the use of statistical and soft computing techniques
作者： N.E. Karkalos , N.I. Galanis , A.P. Markopoulos
DOI: 10.1016/J.MEASUREMENT.2016.04.039
关键词:
摘要: … and has significant generalization ability. In the present paper, models for the prediction of … further validated by the use of ANOVA analysis. Based on this relationship, an optimization …
sci-hub.se 参考文章(55)
MA Sulaiman, C Haron, JA Ghani, MS Kasim, Effect of High-speed Parameters on Uncoated Carbide Tool inFinish Turning Titanium Ti-6Al-4V ELI Sains Malaysiana. ,vol. 43, pp. 111- 116 ,(2014)
Muataz Hazza Faizi Al Hazza, Muhammad Hasibul Hassan, Erry Yulian Triblas Adesta, Tool life modeling in high speed turning of AISI 4340 hardened steel with mixed ceramic tools by using face central cubic design International Review on Modelling and Simulations. ,vol. 6, pp. 1334- 1338 ,(2013) , 10.15866/IREMOS.V6I4.2577
Dennis Nespor, Berend Denkena, Thilo Grove, Volker Böß, Differences and similarities between the induced residual stresses after ball end milling and orthogonal cutting of Ti–6Al–4V Journal of Materials Processing Technology. ,vol. 226, pp. 15- 24 ,(2015) , 10.1016/J.JMATPROTEC.2015.06.033
Charles Elkan, Zachary C. Lipton, John Berkowitz, A Critical Review of Recurrent Neural Networks for Sequence Learning arXiv: Learning. ,(2015)
A. Pramanik, Problems and solutions in machining of titanium alloys The International Journal of Advanced Manufacturing Technology. ,vol. 70, pp. 919- 928 ,(2014) , 10.1007/S00170-013-5326-X
Ravinder Kumar, Santram Chauhan, Study on surface roughness measurement for turning of Al 7075/10/SiCp and Al 7075 hybrid composites by using response surface methodology (RSM) and artificial neural networking (ANN) Measurement. ,vol. 65, pp. 166- 180 ,(2015) , 10.1016/J.MEASUREMENT.2015.01.003
Ş. Aykut, M. Gölcü, S. Semiz, H.S. Ergür, Modeling of cutting forces as function of cutting parameters for face milling of satellite 6 using an artificial neural network Journal of Materials Processing Technology. ,vol. 190, pp. 199- 203 ,(2007) , 10.1016/J.JMATPROTEC.2007.02.045
Azlan Mohd Zain, Habibollah Haron, Safian Sharif, Prediction of surface roughness in the end milling machining using Artificial Neural Network Expert Systems With Applications. ,vol. 37, pp. 1755- 1768 ,(2010) , 10.1016/J.ESWA.2009.07.033
Ramezan Ali Mahdavinejad, Navid Khani, Mir Masoud Seyyed Fakhrabadi, Optimization of milling parameters using artificial neural network and artificial immune system Journal of Mechanical Science and Technology. ,vol. 26, pp. 4097- 4104 ,(2012) , 10.1007/S12206-012-0882-9
Ying-lin KE, Hui-yue DONG, Gang LIU, Ming ZHANG, Use of nitrogen gas in high-speed milling of Ti-6Al-4V Transactions of Nonferrous Metals Society of China. ,vol. 19, pp. 530- 534 ,(2009) , 10.1016/S1003-6326(08)60307-6