Optimization of process parameters of mechanical type advanced machining processes using genetic algorithms

International Journal of Machine Tools and Manufacture

Volumn 47, Issue 6, 2007, Pages 900-919

  Jain, Neelesh K ^a   Jain, V K ^b   Deb, Kalyanmoy ^b  

^a INDIAN INSTITUTE OF TECHNOLOGY ROORKEE   (India)

^b INDIAN INSTITUTE OF TECHNOLOGY KANPUR   (India)

Author keywords

AJM; AMPs; AWJM; Genetic algorithms (GA); Optimization; USM; WJM

Indexed keywords

ABRASIVES; COST EFFECTIVENESS; JETS; MACHINING; MATHEMATICAL MODELS; OPTIMIZATION; PROCESS CONTROL; ULTRASONIC MACHINE TOOLS;

ABRASIVE JET MACHINING (AJM); ABRASIVE-WATER JET MACHINING (AWJM); ADVANCED MACHINING PROCESSES (AMP); WATER JET MACHINING (WJM);

GENETIC ALGORITHMS;

EID: 33846795970     PISSN: 08906955     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ijmachtools.2006.08.001     Document Type: Article

References (50)

1. DeGarmo E.P., Black J.T., and Kohser R.A. Materials and Processes in Manufacturing (1997), Prentice-Hall Inc., New Jersey
2. Groover M.K. Fundamentals of Modern Manufacturing: Materials, Processes, and Systems (1996), Prentice-Hall International Inc.
3. Alting L. Manufacturing Engineering Processes (1982), Marcel Dekker Inc., New York
4. Chakravarthy P.S., and Babu N.R. A new approach for selection of optimal process parameters in abrasive water jet cutting. Materials and Manufacturing Processes 14 4 (1999) 581-600
5. Kovacevic R., and Fang M. Modeling of the influence of the abrasive water jet cutting parameters on the depth of cut based on fuzzy rules. International Journal of Machine Tools and Manufacture 34 1 (1994) 55-72
6. M. De, Computer aided process planning for USM, M. Tech. Thesis, Department of Mechanical Engineering, I.I.T, Kanpur-16, 1997.
7. Chryssolouris G., and Guillot M. A comparison of statistical and AI approaches to the selection of process parameters in intelligent machining. Transactions of ASME: Journal of Engineering for Industry 112 2 (1990) 122-131
8. Deb K. Optimization for Engineering Design: Algorithms and Examples (1995), Prentice-Hall of India Pvt. Ltd., New Delhi
9. Jain N.K., and Jain V.K. Modeling of material removal in mechanical type of advanced machining processes: a state-of-art review. International Journal of Machine Tools and Manufacture 41 11 (2001) 1573-1635
10. Bhattacharya A. New Technology (1973), Institution of Engineers (India), Calcutta
11. Pandey P.C., and Shan H.S. Modern Machining Processes (1977), Tata McGraw-Hill Publishing Company Ltd, New Delhi
12. Ghosh A., and Mallik A.K. Manufacturing Science (1985), Affiliated East-West Press Ltd, New Delhi
13. Benedict G.F. Nontraditional Manufacturing Prcosses (1987), Marcel Dekker, Inc., New York
14. McGeough J.A. Advanced Method of Machining (1988), Chapman & Hall, New York
15. Mishra P.K. Nonconventional Machining (1997), Narosa Publishing House, New Delhi
16. Jain V.K. Advanced Machining Processes (2002), Allied Publishers, New Delhi
17. Machinability Data Center, Machining Data Handbook, vol. 2, third ed., Metcut Research Associates Inc., Ohio, 1980.
18. Shaw M.C. Ultrasonic grinding. Microtechnic 10 6 (1956) 257-265
19. Miller G.E. Special theory of ultrasonic machining. Journal of Applied Physics 28 2 (1957) 149-156
20. Rosenberg L.D., Kazantsev V.F., Makarov L.O., and Yakhimovich D.F. Ultrasonic Cutting (1964), Consultant Bureau, New York
21. Cook N.H. Manufacturing Analysis (1966), Addison-Wesley, Reading, MA
22. Kainth G.S., Nandy A., and Singh K. On the mechanics of material removal in ultrasonic machining. International Journal of Machine Tool Design and Research 19 1 (1979) 33-41
23. Nair E.V., and Ghosh A. A fundamental approach to the study of the mechanics of ultrasonic machining. International Journal of Production Research 23 4 (1985) 731-753
24. Wang Z.Y., and Rajurkar K.P. Dynamic analysis of the ultrasonic machining process. Transactions of ASME: Journal of Manufacturing Science and Engineering 118 3 (1996) 376-381
25. Lee T.C., and Chan C.W. Mechanism of ultrasonic machining of ceramic composites. Journal of Materials Processing Technology 71 (1997) 195-201
26. Finnie I. Erosion of surfaces by solid particles. Wear 3 (1960) 87-103
27. Bitter J.G.A. A study of erosion phenomena-I and II. Wear 6 (1963) 5-21 169-190
28. Sheldon G.L., and Finnie I. The mechanism of material removal in the erosive cutting of brittle materials. Transactions of ASME: Journal of Engineering for Industry 88 2 (1966) 393-400
29. Neilson J.H., and Gilchrist A. Erosion by a stream of solid particles. Wear 11 (1968) 111-122
30. Sheldon G.L., and Kanhere A. An investigation of impingement erosion using single particles. Wear 21 (1972) 195-209
31. Lawn B.R. A model for brittle solids under fixed abrasive conditions. Wear 33 (1975) 369-372
32. Sarkar P.K., and Pandey P.C. Some investigation on abrasive jet machining. Journal of Institution of Engineers (India) 56 6 (1976) 284-287
33. M.L. Neema, P.C. Pandey, Erosion of glass when acted upon by abrasive jet, in: Proceedings of International Conference on Wear of Materials, 1977, pp. 387-392.
34. Moore M.A., and King F.S. Abrasive wear of brittle materials. Wear 60 (1980) 123-140
35. Hutching I.M. A model for the erosion of metals by solid particles at normal incidence. Wear 70 (1981) 269-281
36. Marshall D.B., Evans A.G., Gulden M.E., Roubort J.L., and Scatergood R.O. Particle size distribution effects on the solid particle erosion of brittle materials. Wear 71 (1981) 363-373
37. Sundararajan G. An empirical relation for the volume of crater formed during high velocity oblique impact tests. Wear 97 (1984) 9-16
38. K.N. Murthy, D.C. Roy, P.K. Mishra, Material removal of brittle materials in abrasive jet machining, in: Proceedings of 12th AIMTDR Conference, 1986, pp. 321-324.
39. P.K. Jain, A.K. Chitley, N.K. Nagar, Theoretical and experimental investigation for MRR in abrasive jet machining, in: Proceedings of 14th AIMTDR Conference at I.I.T. Delhi, 1990, pp/ 273-278.
40. Hashish M., and duPlessis M.P. Theoretical and experimental investigation of continuous jet penetration of solids. Transactions of ASME: Journal of Engineering for Industry 100 (1978) 88-94
41. Hashish M., and duPlessis M.P. Prediction equations relating high velocity jet cutting performance to stand-off-distance and multipasses. Transactions of ASME: Journal of Engineering for Industry 101 (1979) 311-318
42. Leu M.C., Meng P., Geskinand E.S., and Tismeneskiy L. Mathematical modeling and experimental verification of stationary water jet cleaning process. Transactions of ASME: Journal of Manufacturing Science and Engineering 120 3 (1998) 571-579
43. Meng P., Geskin E.S., Leu M.C., and Tismeneskiy L. An analytical and experimental study of cleaning with moving water jets. Transactions of ASME: Journal of Manufacturing Science and Engineering 120 3 (1998) 580-589
44. Hashish M. A modeling study of metal cutting with abrasive water jets. Transactions of ASME: Journal of Engineering Materials and Technology 106 1 (1984) 88-100
45. Hashish M. A model for abrasive water jet (AWJ) machining. Transactions of ASME: Journal of Engineering Materials and Technology 111 2 (1989) 154-162
46. Paul S., Hoogstrate A.M., Van Luttervelt C.A., and Kals H.J.J. Analytical and experimental modeling of abrasive water jet cutting of ductile materials. Journal of Material Processing Technology 73 (1998) 189-199
47. Paul S., Hoogstrate A.M., Van Luttervelt C.A., and Kals H.J.J. Analytical modeling of the total depth of cut in abrasive water jet machining of polycrystalline brittle materials. Journal of Material Processing Technology 73 (1998) 206-212
48. Choi G.S., and Choi G.H. Process analysis and monitoring in abrasive water jet machining of alumina ceramics. International Journal of Machine Tools and Manufacture 37 (1997) 295-307
49. Deb K. Multi-Objective Optimization Using Evolutionary Algorithms (2000), Wiley, Chichester
50. Bagchi T.P. Multiobjective Scheduling by Genetic Algorithms (1999), Kluwer Acadmic Publishers, London