Prediction of cutting force in turning of UD-GFRP using mathematical model and simulated annealing

被引:15
作者
Gupta M. [1 ]
Gill S.K. [1 ]
机构
[1] Department of Mechanical Engineering, National Institute of Technology, Kurukshetra
关键词
ANOVA; multi objective techniques; PCD tool; radial cutting force; regression analysis; simulated annealing; Taguchi method; UD-GFRP;
D O I
10.1007/s11465-012-0343-2
中图分类号
学科分类号
摘要
Glass fiber reinforced plastics (GFRPs) composite is considered to be an alternative to heavy exortic materials. According to the need for accurate machining of composites has increased enormously. During machining, the obtaining cutting force is an important aspect. The present investigation deals with the study and development of a cutting force prediction model for the machining of unidirectional glass fiber reinforced plastics (UD-GFRP) composite using regression modeling and optimization by simulated annealing. The process parameters considered include cutting speed, feed rate and depth of cut. The predicted values radial cutting force model is compared with the experimental values. The results of prediction are quite close with the experimental values. The influences of different parameters in machining of UD-GFRP composite have been analyzed. © 2012 Higher Education Press and Springer-Verlag Berlin Heidelberg.
引用
收藏
页码:417 / 426
页数:9
相关论文
共 37 条
[1]  
Ramkumar J., Aravindan S., Malhotra S.K., Krishnamurthy R., An enhancement of the machining performance of GFRP by oscillatory assisted drilling, International Journal of Advanced Manufacturing Technology, 23, 34, pp. 240-244, (2004)
[2]  
Caprino G., Nele L., Cutting forces in orthogonal cutting of unidirectional GFRP composites, Journal of Engineering Materials and Technology, 118, 3, pp. 419-425, (1996)
[3]  
Koplev A., Lystrup A., Vorm T., The cutting process, chips and cutting forces in machining CFRP, Composites, 14, 4, pp. 371-376, (1983)
[4]  
Yang W.H., Tarng Y.S., Design optimization of cutting parameters for turning operations based on the Taguchi method, Journal of Materials Processing Technology, 84, 1-3, pp. 122-129, (1998)
[5]  
Zuperl U., Cus F., Mursec B., Ploj T., A hybrid analytical-neural network approach to the determination of optimal cutting conditions, Journal of Materials Processing Technology, 157-158, 20, pp. 82-90, (2004)
[6]  
Wang X.M., Zhang L.C., Machining damage in unidirectional fibrereinforced plastics, Proceedings of the Third International Conference on Abrasive Technology, (1999)
[7]  
Wang X.M., Zhang L.C., An experimental investigation into the orthogonal cutting of unidirectional fibre-reinforced plastics, International Journal of Machine Tools & Manufacture, 43, 10, pp. 1015-1022, (2003)
[8]  
Mahdi M., Zhang L.C., A finite element model for the orthogonal cutting of fibre-reinforced composite materials, Journal of Materials Processing Technology, 113, 1-3, pp. 373-377, (2001)
[9]  
Mahdi M., Zhang L.C., An adaptive three-dimensional finite element algorithm for the orthogonal cutting of composite materials, Journal of Materials Processing Technology, 113, 1-3, pp. 368-372, (2001)
[10]  
Sun F.H., Wu Z.Y., Zhong J.W., Chen M., High speed milling of SiC particle reinforced aluminum-based MMC with coated carbide inserts, Key Engineering Materials, 274-276, pp. 457-462, (2004)