Modeling the surface roughness and cutting force for turning

Journal of Materials Processing Technology

Volumn 108, Issue 3, 2001, Pages 286-293

  Lin, W S ^a   Lee, B Y ^a   Wu, C L ^a  

^a National Hu Wei Institute of Technology   (Taiwan)

Author keywords

[No Author keywords available]

Indexed keywords

MATHEMATICAL MODELS; METAL CUTTING; REGRESSION ANALYSIS; SURFACE ROUGHNESS;

PREDICTED SQUARE ERROR CRITERIA;

TURNING;

EID: 0035154004     PISSN: 09240136     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0924-0136(00)00835-9     Document Type: Article

References (13)

1. EI Baradie M.A. Computer-aided analysis of a surface roughness model for turning. Process. Technol. 26:1991;207-216.
2. Vajpayee S. Analytical study of surface roughness in turning. Wear. 70:1981;165-175.
3. EI Baradie M.A. Surface roughness model for turning grey cast iron. J. Eng. Manuf. 207:1993;43-54.
4. Mital A., Mehta M. Surface-finish production models for fine turning. Int. J. Product. Res. 26(12):1988;1861-1876.
5. A. Bhattacharyya, Regression analysis for predicting surface-finish and its application in the determination of optimum machining conditions, J. Eng. Ind. (August 1970) 711-714.
6. Taraman K. Multi-machining output - multi-independent variable turning research by response surface methodology. Int. J. Product. Res. 12(2):1974;233-245.
7. Azouzi R., Guillot M. On-line prediction of surface finish and dimensional deviation in turning using neural network based sensor fusion. Int. J. Mach. Tools Manuf. 37(9):1997;1201-1217.
8. Fang X.D., Jawahir I.S. Predicting total machining performance in finish turning using integrated fuzzy-set models of the machinability parameters. Int. J. Product. Res. 32(4):1994;833-849.
9. Montgomery G.J., Drake K.C. Abductive reasoning network. Neurocomputing. 2:1991;97-104.
10. A.R. Barron, Predicted square error: a criterion for automatic model selection, in: S.J. Farlow (Ed.), Self-Organizing Methods in Modeling: GMDH Type Algorithms, Marcel Dekker, New York, 1984.
11. C. Peirce, Abduction and induction, in: Buckler (Ed.), Philosophical Writing of Peirce, Dover, New York, 1995.
12. Miller G.A. The magic number seven, plus or minus two: some limits on our capacity for processing information. Psychol. Rev. 63:1956;81-97.
13. R.L. Barron, A.N. Mucciardi, F.J. Cook, J.N. Craig, A.R. Barron, Adaptive learning networks: development and application in the United States of algorithms related to GMDH, in: S.J. Farlow (Ed.), Self-Organizing Methods in Modeling: GMDH Type Algorithms, Marcel Dekker, New York, 1984.