Simultaneous optimization of removal rate and part accuracy in high-speed milling

American Society of Mechanical Engineers, Manufacturing Engineering Division, MED

Volumn 15, Issue , 2004, Pages 1001-1009

  Kurdi, Mohammad H ^a   Haftka, Raphael T ^a   Schmitz, Tony L ^a   Mann, Brian P ^a  

^a UNIVERSITY OF FLORIDA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

AIRFRAME PANELS; HIGH-SPEED MILLING; OPTIMIZATION ALGORITHM; SPINDLE SPEED;

COMPUTER SIMULATION; FINISHING; FINITE ELEMENT METHOD; MATHEMATICAL MODELS; OPTIMIZATION; PROBABILITY; TIME DOMAIN ANALYSIS;

MILLING (MACHINING);

EID: 23244448361     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1115/IMECE2004-60231     Document Type: Conference Paper

References (48)

1. Ermer, D.S., Optimization of Constrained Machining Economics Problem by Geometric Programming. ASME Journal of Engineering for Industry, 1971. 93: p. 1067-1072.
2. Hati, S.K. and S.S. Rao, Determination of Optimum Machining Conditions - Deterministic and Probabilistic Approaches. ASME Journal of Engineering for Industry, 1975. 98: p. 354-359.
3. Hitomi, K., Analysis of Optimal Machining Speeds for Automatic Manufacturing. Int. J. Production. Research, 1989. 27: p. 1685-1691.
4. Shalaby, M.A. and M.S. Riad. A Linear Optimization Model for Single Pass Turning Operations. in Proc. 27th Int. MATADOR Conf. 1988.
5. Boothroyd, G. and P. Rusek, Maximum Rate of Profit Criteria in Machining. ASME Journal of Engineering for Industry, 1976. 98: p. 217-220.
6. Wu, S.M. and D. Ermer, Maximum Profit as the Criterion in the Determination of the Optimum Cutting Conditions. ASME Journal of Engineering for Industry, 1966. 88: p. 435-442.
7. Agapiou, J.S., The Optimization of Machining Operations Based on a Combined Criterion - Part I: The Use of Combined Objectives in Single-Pass Operations. ASME Journal of Engineering for Industry, 1992. 114: p. 500-507.
8. Abuelnaga, A.M. and M.A. Eldardiry, Optimization Methods for Metal-Cutting. International Journal of Machine Tools & Manufacture, 1984. 24(1): p. 11-18.
9. Ermer, D.S. and D.C. Patel. Maximization of the Production Rate with Constraints by Linear Programming and Sensitivity Analysis, in Proc. NAMRC. 1974.
10. Milner, D.A., Use of Linear-Programming for Machinability Data Optimization. Mechanical Engineering, 1977. 99(7): p. 96-96.
11. Challa, K. and P.B. Berra, Automated Planning and Optimization of Machining Processes: A Systems Approach. Comput. Indus. Engr., 1976. 1: p. 35-45.
12. Giardini, C., A. Bugini and R. Pagagnella, The Optimal Cutting Conditions as a Function of Probability Distribution Function of Tool Life and Experimental Test Numbers. International Journal of Machine Tools and Manufacture, 1988. 28: p. 453-459.
13. Iwata, K., Y. Murostu, I. T. and S. Fujii, A probabilistic Approach to the Determination of the Optimum Cutting. ASME Journal of Engineering for Industry, 1972. 94: p. 1099-1107.
14. Sheikh, A.K., L.A. Kendall and S.M. Pandit, Probabilistic Optimization of Multitool Machining Operations. ASME Journal of Engineering for Industry, 1980.102: p. 239-246.
15. Beightler, C.S. and D.T. Philips. Optimization in Tool Engineering Using Geometric Programming, in AIIE Trans. 1970.
16. Eskicioglu, H., M.S. Nisli and S.E. Kilic. An Application of Geometric Programming to Single-Pass Turning Operations, in Proceedings of International MTDR Conference. 1985. Birmingham.
17. Gopalakrishnak, B. and F. Al-Khayyal, Machine Parameter Selection for Turning with Constraints: An Analytical Approach Based on Geometric Programming. International Journal of Production Research, 1991. 29: p. 1897-1908.
18. Petropoulos, P.G., Optimal Selection of Machining Rate Variables by Geometric Programming. International Journal of Production Research, 1975. 13: p. 390-395.
19. Walvekar, A.G. and B.K. Lambert, An Application of Geometric Programming to Machining Variable Selection. International Journal of Production Research, 1970. 8: p. 241-245.
20. Hough, C.L. and R.E. Goforth. Optimization of the Second-Order Logarithmic Machining Economics Problem by Extended Geometric Programming, in AIIE Transactions. 1981.
21. Fischer, G.W., Y. Wei and S. Dontamsetti, Process-Controlled Machining of Gray Cast Iron. Journal of Mechanical Working Tech. 20, 1989. 20: p. 47-57.
22. Philipson, R.H. and A. Ravindran, Application of Goal Programming to Machinability Data Optimization. ASME Journal of Mechine Design, 1978. 100: p. 286-291.
23. Sundaram, R.M., An Application of Goal Programming Technique in Metal Cutting. International Journal of Production Research, 1978. 16: p. 375-382.
24. Subbarao, P.C. and C.H. Jacobs. Application of Nonlinear Goal Programming to Machining Variable Optimization. in Proc. NAMRC. 1978.
25. Dubois, D. A Fuzzy-Set-Based Method for the Optimization of Machining Operations, in Proceedings of International Conference on Cybernetics and IEEE Systems. 1981: Man and Cybernetics Society.
26. Fang, X.D. and I.S. Jawahir, Predicting Total Machining Performance in Finish Turning Using Integrated Fuzzy-Set Models of the Machinability Parameters. International Journal of Production Research., 1994. 32: p. 833-849.
27. Tandon, V., H. El-Mounayri and H. Kishawy, NC end milling optimization using evolutionary computation. International Journal of Machine Tools and Manufacture, 2002. 42(5): p. 595-605.
28. Jha, N.K., A Discrete Data Base Multiple Objective Optimization of Milling Operation Through Geometric Programming. ASME Journal of Engineering For Industry, 1990. 112: p. 368.
29. Koulams, C.P., Simultaneous Determination of Optimal Machining Conditions and Tool Replacement Policies In Constrained Machining Economics Problem By Geometric Programming. International Journal of Production Research, 1991. 29(12): p. 2407-2421.
30. Armarego, E.J.A., A.J.R. Smith and J. Wang, Constrained Optimization Strategies And CAM Software For Single-Pass Peripheral Milling. International Journal of Production Research, 1993. 31(9): p. 2139-2160.
31. Armarego, E.J.A., A.J.R. Smith and J. Wang, Computer-Aided Constrained Optimization Analyses And Strategies For Multi-pass Helical Tooth Milling Operations. CIRP Annals, 1994. 43(1): p. 437.
32. Akturk, M.S. and S. Avci, Theory And Methodology Tool Allocation And Machining Conditions Optimization For CNC Machines. European Journal of Operational Research, 1996. 94: p. 335.
33. Sonmez, A.I., A. Baykasoglu, D. Turkay and I.H. Filiz, Dynamic Optimization Of Multi-Pass Milling Operations Via Geometric Programming. International Journal of Machine Tools & Manufacture, 1999. 39(2): p. 297-320.
34. Wang, J. and E.J.A. Armarego, Computer-Aided Optimization Of Multiple Constraint Single Pass Face Milling Operations. Machining Science and Technology, 2001. 5(1): p. 77-99.
35. Lin, T.-R., Optimization Technique for Face Milling Stainless Steel With Multiple Performance Characteristics. International Journal of Advanced Manufacturing Technology, 2002. 19: p. 330-335.
36. Kim, K.-K., M.-C. Kang, J.-S. Kim, et al., A Study On The Precision Machinability Of Ball End Milling By Cutting Speed Optimization. Journal of Materials Processing Technology, 2002. 130-131: p. 357-362.
37. Juan, H., S.F. Yu and B.Y. Lee, The optimal cutting-parameter selection of production cost in HSM for SKD61 tool steels. International Journal of Machine Tools & Manufacture, 2003. 43(7): p. 679-686.
38. Lu, J., O.B. Ozdoganlar, S.G. Kapoor and R.E. DeVor. A Process Model Based Methodology For Comprehensive Process Planning of Contour Turning Operations, in Transactions of NAMRI/SME. 2003.
39. Schwier, A.S., Manual of Political Economy, Translation of the French Edition (1927). 1971, London-Basingslohe: McMillan Press Ltd.
40. Kalyanmoy, D., Multi-Objective Optimization Using Evolutionary Algorithms. 2001, West Sussex, England: John Wiley.
41. Mann, B.P., Dynamics of Milling Process. 2003, Washington University: Saint Louis, Mo.
42. Mann, B.P., P.V. Bayly, M.A. Davies and J.E. Halley, Limit Cycles, Bifurcations, and Accuracy of the Milling Process. Journal of Sound and Vibration, 2004: p. in press.
43. Mann, B.P., T. Insperger, P.V. Bayly and G. Stepan, Stability of up-milling and down-milling, Part 2: Experimental verification. International Journal of Machine Tools and Manufacture, 2003. 43: p. 35-40.
44. Insperger, T., B.P. Mann, G. Stepan and P.V. Bayly, Stability of up-milling and down-milling, Part 1: Alternative analytical methods. International Journal of Machine Tools and Manufacture, 2003. 43: p. 25-34.
45. Halley, J.E., Stability of Low Radial Immersion Milling. 1999, Washington University: St. Louis, Mo.
46. Eschenauer, H.A., J. Koski and A. Osyczka, Multicriteria Design Optimization: Procedures and Applications. 1986, NY: Springer-Verlag.
47. Hu, X. and R. Eberhart. Solving constrained nonlinear optimization problems with particle swarm optimization. in 6th World Multiconference on Systemics, Cybernetics and Informatics. 2002. Orlando, USA.
48. Wu, J. and S. Azarm, Metrics for Quality Assessment of a Multiobjective Design Optimization Solution Set. Journal of Mechanical Design, 2001. 123: p. 18-25.