Integration of process simulation in machining parameter optimization

Journal of Manufacturing Science and Engineering, Transactions of the ASME

Volumn 121, Issue 1, 1999, Pages 134-143

  Stori, J A ^a   Wright, P K ^b   King, C ^c  

^a United States of America   (United States)

^b UNIVERSITY OF CALIFORNIA   (United States)

^c SANDIA NATIONAL LABORATORIES   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMPUTER SIMULATION; CONSTRAINT THEORY; ITERATIVE METHODS; MATHEMATICAL MODELS; NONLINEAR PROGRAMMING; PARAMETER ESTIMATION; PROCESS ENGINEERING;

ANALYTICAL CONSTRAINT EQUATIONS; MACHINING PARAMETER OPTIMIZATION;

MACHINING;

EID: 0033076272     PISSN: 10871357     EISSN: 15288935     Source Type: Journal    
DOI: 10.1115/1.2830565     Document Type: Article

References (37)

1. Taylor, F. W., “On the Art of Cutting Metals,” Transactions of the ASME, 28, 1907, 31.
2. Wright, P. K., and Bourne, D. A., Manufacturing Intelligence, Addison-Wesley, 1988.
3. Chen, Y. Y., and Thompson, W., “A Survey of Expert Systems in Process Planning and Machining Operation Planning,” Trans, of the Institute of Eng., Australia, Mech. Eng., Vol. ME 16 No. 4, 1991.
4. Gupta, T., and Ghosh, B. K., “A Survey of Expert Systems in Manufacturing and Process Planning,” Computer in Industry, Nov. 1988, pp. 195-204.
5. Pham, D. T. and Pham, P. T., “Expert Systems in Mechanical and Manu-facturing Engineering,” Int. V. Adv. Manuf. Tech., Vol. 3, No. 3, 1988, pp. 321.
6. Chang, T. C., and Wysk, R. A., An Introduction to Automated Process Planning Systems, Prentice-Hall, 1985.
7. Metcut Research Associates, Machining Data Handbook, 3rd Edn, 1980.
8. Balakrishnan, P., and DeVries, M. F., “A Review of Computerized Ma-chinability Data Base Systems,” Tenth NAMRC Proceedings, 1982, pp. 348-356.
9. Barkocy, B. E., and Zdeblick, W. J., “A Knowledge-Based System for Machining Operation Planning,” Autofact 6, 1984. pp. 211-225.
10. Agapiou, J. S., “The Optimization of Machining Operations Based on a Combined Criterion, Part 1: The Use of Combined Objectives in Single-Pass Operations,” ASME Journal of Engineering for Industry, Vol. 114, 1992, pp. 500-513.
11. Agapiou, J. S., “The Optimization of Machining Operations Based on a Combined Criterion, Part 2: The Algorithm and Applications,” ASME JOURNAL OF ENGINEERING FOR INDUSTRY, Vol. 114, 1992, pp. 524-538.
12. Hitomi, K., “Analysis of Optimal Machining Speeds for Automatic Manu-facturing,” Int. J. Prod. Res., Vol. 27, 1989, pp. 1685-1691.
13. Tan, F. P. and Creese, R. C., “A Generalized Multi-Pass Machining Model for Machining Parameter Selection in Turning,” Int. J. Prod. Res., Vol. 33, No. 5, 1995, pp. 1467-1487.
14. Koulams, C. P., “Simultaneous Determination of Optimal Machining Conditions and Tool Replacement Policies in Constrained Machining Economics Problem by Geometric Programming,” Int. J. Prod. Res., Vol. 29, No. 12, 1991, pp. 2407-2421.
15. Jha, N. K., “A Discrete Data Base Multiple Objective Optimization of Milling Operation Through Geometric Programming,” ASME Journal of Engineering for Industry, Vol. 112, Nov. 1990, p. 368.
16. Chryssolouris, G., and Guillot, M., “A Comparison of Statistical and AI Approaches to the Selection of Process Parameters in Intelligent Machining,” ASME JOURNAL OF ENGINEERING FOR INDUSTRY, Vol. 112, May. 1990, p. 122.
17. Devor, R. E., Kline, W. A., and Zdeblick, W. J., “A Mechanistic Model for the Force System in End Milling with Application to Machining Airframe Structures,” Eight North American Manufacturing Research Conference Proceedings, May 1980, p. 297.
18. Kline, W. A., DeVor, R. E., and Lindberg, J. R., “The Prediction of Cutting Forces in End Milling with Application to Cornering Cuts,” Int. J. Mach. Tool Des. Res., Vol. 22, No. 1, pp. 7-22, 1982.
19. Kline, W. A., DeVor, R. E., and Shareef, I. A., “The Prediction of Surface Accuracy in End Milling,” ASME JOURNAL OF ENGINEERING FOR INDUSTRY, Vol. 104, Aug. 1982, p. 272.
20. Kline, W. A., and DeVor, R. E., “The Effect of Runout on Cutting Geome-try and Forces in End Milling,” Int. J. Mach. Tool Des. Res., Vol. 23, No. 2/3. pp. 123-140. 1983.
21. Sutherland, J. W., and DeVor, R. E., “An Improved Method for Cutting Force and Surface Error Prediction in Flexible End Milling Systems,” ASME JOURNAL OF ENGINEERING FOR INDUSTRY, Vol. 108, Nov. 1986, p. 269.
22. Martelotti, M. E., “An Analysis of the Milling Process,” Trans. Am. Soc. Mech. Engrs., Vol. 63, p. 667, 1941.
23. Martelotti, M. E., “An Analysis of the Milling Process: Part II-Down Milling,” Trans. Am. Soc. Mech. Engrs., Vol. 67 p. 233, 1945.
24. Sabberwalj A. J. P., “Chip Section and Cutting Force During the Milling Operation,” Ann. CIRP, Vol. 10, 1961-1962.
25. Kops, L., and Vo, D. T., “Determination of the Equivalent Diameter of and End Mill Based on its Compliance,” Annals of CIRP, Vol. 39/1/1990 p. 93.
26. Boothroyd, G., and Knight, W. A., Fundamentals of Machining and Machine Tools, 2nd. ed., Marcel Dekker, Inc., 1989.
27. Shaw, M. C., Metal Cutting Principles, Oxford University Press, 1984.
28. DeVries, W. R., Analysis of Material Removal Processes, Springer-Verlag, 1992.
29. Grove, A., Optimization Toolbox for Use with MATLAB™, The Math-works, Inc., 1990.
30. Luenberger, D. G., Linear and Nonlinear Programming, 2nd. ed., Addison-Wesley, 1989.
31. http://mtamri.me.uiuc.edu/software.testbed.html
32. http://slice.me.uiuc.edu/˜venkat/emserv/emserv.html
33. Babin, T. S., “The Modeling, Characterization, and Assessment of End Milled Surfaces,” Ph.D. Dissertation, University of Illinois at Urbana-Champaign, 1988.
34. Babin, T. S., Lee, J. M., Sutherland, J. W., and Kapoor, S. G., 1985, “A Model for End Milled Surface Topography,” Proceedings 13th North American Manufacturing Research Conference, pp. 362-368.
35. Melkote, S. N., “The Modelling of Surface Texture in the End Milling Process,” Ph.D. Dissertation, Michigan Technological University, 1993.
36. Melkote, S. N., and Thangaraj, A. R., “An Enhanced End Milling Surface Texture Model Including the Effects of Radial Rake and Primary Relief Angies,” ASME JOURNAL OF ENGINEERING FOR INDUSTRY, Vol. 116, May. 1994, p. 166.
37. Stark, G. A., and Thangaraj, A. R., “A 3-D Surface Texture Model for Peripheral Milling with Cutter Runout Using Neural Network Modules and Splines,” Trans. North American Manufacturing Research Institution of SME, Vol. 24, pp. 57-62, 1996.