Processing noisy cutting force data for reliable calibration of a ball-end milling force model

Measurement: Journal of the International Measurement Confederation

Volumn 38, Issue 2, 2005, Pages 113-123

  Azeem, Abdullahil ^a   Feng, Hsi Yung ^a   Orban, Peter ^b  

^a UNIVERSITY OF WESTERN ONTARIO   (Canada)

^b NATIONAL RESEARCH COUNCIL CANADA   (Canada)

Author keywords

Ball end milling; Cutting force; Empirical parameters; Model calibration; Noisy measurement data

Indexed keywords

CALIBRATION; CUTTING; DATA REDUCTION; FUNCTIONS; MACHINE TOOLS; POLYNOMIALS; VIBRATIONS (MECHANICAL);

BALL-END MILLING; CUTTING-FORCE; EMPIRICAL PARAMETERS; MODEL CALIBRATION; NOISY MEASUREMENT DATA;

MILLING (MACHINING);

EID: 23844496407     PISSN: 02632241     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.measurement.2005.06.001     Document Type: Article

References (21)

1. W.A. Kline, R.E. DeVor, and J.R. Lindberg The prediction of cutting forces in end milling with application to cornering cuts Int. J. Mach. Tool Des. Res. 22 1 1982 7 22
2. W.A. Kline, and R.E. DeVor The effect of runout on cutting geometry and forces in end milling Int. J. Mach. Tool Des. Res. 23 2/3 1983 123 140
3. J.W. Sutherland, and R.E. DeVor An improved method for cutting force and surface error prediction in flexible end milling systems ASME J. Eng. Ind. 108 4 1986 269 279
4. G. Yucesan, and Y. Altintas Improved modelling of cutting force coefficients in peripheral milling Int. J. Mach. Tool Manuf. 34 4 1994 473 487
5. P.J. Cheng, J.T. Tsay, and S.C. Lin A study on instantaneous cutting force coefficients in face milling Int. J. Mach. Tool Manuf. 37 10 1997 1393 1408
6. H.Y. Feng, and C.H. Menq The prediction of cutting forces in the ball-end milling process-I. Model formulation and model building procedure Int. J. Mach. Tool Manuf. 34 5 1994 697 710
7. H.Y. Feng, and C.H. Menq The prediction of cutting forces in the ball-end milling process-II. Cut geometry analysis and model verification Int. J. Mach. Tool Manuf. 34 5 1994 711 719
8. H.Y. Feng, and C.H. Menq A flexible ball-end milling system model for cutting force and machining error prediction ASME J. Manuf. Sci. Eng. 118 4 1996 461 469
9. H.Y. Feng, and N. Su A mechanistic cutting force model for 3D ball-end milling ASME J. Manuf. Sci. Eng. 123 1 2001 23 29
10. R. Zhu, S.G. Kapoor, and R.E. DeVor Mechanistic modeling of the ball end milling process for multi-axis machining of free-form surfaces ASME J. Manuf. Sci. Eng. 123 3 2001 369 379
11. J.J.J. Wang, and C.M. Zheng Identification of shearing and ploughing cutting constants from average forces in ball-end milling Int. J. Mach. Tool Manuf. 42 2002 695 705
12. M. Yang, and H. Park The prediction of cutting force in ball-end milling Int. J. Mach. Tool Manuf. 31 1 1991 45 54
13. C. Sim, and M. Yang The prediction of the cutting force in ball-end milling with a flexible cutter Int. J. Mach. Tool Manuf. 33 2 1993 267 284
14. E. Budak, Y. Altintas, and E.J.A. Armarego Prediction of milling force coefficients from orthogonal cutting data ASME J. Manuf. Sci. Eng. 118 2 1996 216 224
15. Y. Altintas, and P. Lee Mechanics and dynamics of ball end milling ASME J. Manuf. Sci. Eng. 120 1998 684 692
16. S. Jayaram, S.G. Kapoor, and R.E. DeVor Estimation of the specific cutting pressures for mechanistic cutting force models Int. J. Mach. Tool Manuf. 41 2001 265 281
17. J.J.J. Wang, and C.M. Zheng Online identification of shearing and plowing constants in end milling ASME J. Manuf. Sci. Eng. 125 1 2003 57 64
18. Y.C. Shin, and A.J. Waters A new procedure to determine instantaneous cutting force coefficients for machining force prediction Int. J. Mach. Tool Manuf. 37 9 1997 1337 1351
19. W.S. Yun, and D.W. Cho An improved method for the determination of 3D cutting force coefficients and runout parameters in end milling Int. J. Adv. Manuf. Technol. 16 2000 851 858
20. A. Azeem, H.Y. Feng, and L. Wang Simplified and efficient calibration of a mechanistic cutting force model for ball-end milling Int. J. Mach. Tool Manuf. 44 2-3 2004 291 298
21. H.Y. Feng, Y. Liu, and F. Xi Analysis of digitizing errors of a laser scanning system Precision Eng. 25 3 2001 185 191