Modeling pulsed laser micromachining of micro geometries using machine-learning techniques
作者： D. Teixidor , M. Grzenda , A. Bustillo , J. Ciurana
DOI: 10.1007/S10845-013-0835-X
关键词:
摘要: … (2009) used a pulsed Nd:YAG laser to study the effect of the process parameters on minimum volume error and surface roughness in laser machined tool steel for macro scale geometry…
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Maciej Grzenda, Andres Bustillo, Guillem Quintana, Joaquim Ciurana, Improvement of surface roughness models for face milling operations through dimensionality reduction Computer-Aided Engineering. ,vol. 19, pp. 179- 197 ,(2012) , 10.3233/ICA-2012-0398
Basem F. Yousef, George K. Knopf, Evgueni V. Bordatchev, Suwas K. Nikumb, Neural network modeling and analysis of the material removal process during laser machining The International Journal of Advanced Manufacturing Technology. ,vol. 22, pp. 41- 53 ,(2003) , 10.1007/S00170-002-1441-9
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
Paulo Bartolo, Joel Vasco, Bruno Silva, Carlos Galo, Laser micromachining for mould manufacturing: I. The influence of operating parameters Assembly Automation. ,vol. 26, pp. 227- 234 ,(2006) , 10.1108/01445150610679777
D.T. Pham, S.S. Dimov, P.V. Petkov, Laser milling of ceramic components International Journal of Machine Tools & Manufacture. ,vol. 47, pp. 618- 626 ,(2007) , 10.1016/J.IJMACHTOOLS.2006.05.002
Chinmay K. Desai, Abdulhafiz Shaikh, Prediction of depth of cut for single-pass laser micro-milling process using semi-analytical, ANN and GP approaches The International Journal of Advanced Manufacturing Technology. ,vol. 60, pp. 865- 882 ,(2012) , 10.1007/S00170-011-3677-8
Srijib Kr. Dhara, A. S. Kuar, S. Mitra, An artificial neural network approach on parametric optimization of laser micro-machining of die-steel The International Journal of Advanced Manufacturing Technology. ,vol. 39, pp. 39- 46 ,(2008) , 10.1007/S00170-007-1199-1
E. V. Bordatchev, S. K. Nikumb, An Experimental Study and Statistical Analysis of the Effect of Laser Pulse Energy on the Geometric Quality During Laser Precision Machining Machining Science and Technology. ,vol. 7, pp. 83- 104 ,(2003) , 10.1081/MST-120018956
M Chandrasekaran, M Muralidhar, C Murali Krishna, US Dixit, None, Application of soft computing techniques in machining performance prediction and optimization: a literature review The International Journal of Advanced Manufacturing Technology. ,vol. 46, pp. 445- 464 ,(2010) , 10.1007/S00170-009-2104-X
Anoop N. Samant, Narendra B. Dahotre, Three-dimensional laser machining of structural ceramics Journal of Manufacturing Processes. ,vol. 12, pp. 1- 7 ,(2010) , 10.1016/J.JMAPRO.2010.01.001