Artificial neural network model of abrasive water jet cutting stainless steel process

2010 International Conference on Mechanic Automation and Control Engineering, MACE2010

Volumn , Issue , 2010, Pages 3507-3511

  Lei, Yuyong ^a   Tang, Puhua ^a   Jiang, Daijun ^a   Liu, Kefu ^a  

^a XIHUA UNIVERSITY   (China)

Author keywords

Abrasive water jet; Artificial neural network; Modeling; Water jet cutting

Indexed keywords

ABRASIVE WATER JET; ABRASIVE WATER JET MACHINING PROCESS; ABRASIVE WATERJET CUTTING; ARTIFICIAL NEURAL NETWORK; ARTIFICIAL NEURAL NETWORK MODELS; CUTTING SPEED; DATA SETS; GREEN MACHINING; IMPROVED BP ALGORITHMS; MODELING; NON-LINEAR RELATIONSHIPS; SAMPLE DATA; SURFACE QUALITIES; WATER JET CUTTING; WATER JETS;

ABRASIVE CUTTING; ABRASIVES; CUTTING TOOLS; JETS; MACHINING; MECHANICS; PROCESS CONTROL; STAINLESS STEEL;

NEURAL NETWORKS;

EID: 77956069283     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/MACE.2010.5536724     Document Type: Conference Paper

References (9)

1. M. Hashish, "A modeling study of metal cutting with abrasive waterjets," Transactions of the ASME, Journal of Manufacturing Science and Engineering. 1984, 106(1):88-100.
2. M. Hashish, "Prediction Models for AWJ Machining Operations," Proceedings of the 7th American Water Jet Conference, Seattle, Washington, pp. 205-216, August 28-31, 1993.
3. J. Zeng and T. J. Kim, "Parameter prediction and cost analysis in abrasive waterjet cutting operations," Proceedings of the 7th American Water Jet Conference, Seattle, Washington, pp175-189, August 28-31, 1993.
4. K. Babets, E. Geskin and B. Chaudhuri, "Neural network model of waterjet depainting process," Proceedings of the 10th American Water Jet Conference, Houston, Texas, Paper 4, August 14-17, 1999.
5. M. Hashish, "Steel cutting with abrasive waterjets," Proceedings of the 6th International Conference on Jetting Technology, BHRA, University of Surry, U.K, pp.447-487, 1982
6. X. Shengxiong, Water Jet Technology And Its Applications. Beijing: Machinery Industry Press, 1998.
7. Liming Zhang, Artificial Neural Network And Its Applications. Shanghai: Fudan University Press, 1993.
8. Wei Wei, Technique Manual of MATLAB Control Engineering Toolbox. Beijing: National Defence Industry Press, 2004.
9. Lei Yuyong and Wan Xia, "Modeling of Abrasive Water jet Cutting Process Based on Artificial Neural Network," Journal of Xihua University (Engineering Science Edition), 2006, Vol. 26(1):69-72