Design and implementation of an intelligent grinding assistant system

International Journal of Abrasive Technology

Volumn 1, Issue 1, 2007, Pages 106-135

  Morgan, Michael N ^a   Cai, Rui ^a   Guidotti, Andrea ^b   Allanson, David R ^a   Moruzzi, J L ^a  

^a LIVERPOOL JOHN MOORES UNIVERSITY   (United Kingdom)

^b Balance Systems srl   (Italy)

Author keywords

adaptive control; artificial intelligence methods; grinding kinematics; intelligent grinding; thermal model

Indexed keywords

EID: 84870919418     PISSN: 17522641     EISSN: 1752265X     Source Type: Journal    
DOI: 10.1504/IJAT.2007.013853     Document Type: Article

References (38)

1. Allanson, D.R. (1993) ‘Coping with the effects of compliance in the adaptive control of grinding processes’, PhD Thesis, Liverpool John Moores University.
2. Allanson, D.R., Kelly, S., Terry, S., Moruzzi J.L. and Rowe, W.B. (1989) ‘Coping with compliance in the control of the grinding process’, Annals of the CIRP, Vol. 38, No. 1, pp.311–314.
3. Allanson, D.R., Thomas, D.A., Moruzzi, J.L. and Rowe, W.B. (1992) ‘Adaptive and learning strategies for CNC grinding’, Proceedings of SERCACME Conference, pp.84–89.
4. Amitay, G., Malkin, S. and Koren, Y. (1981) ‘Adaptive control optimisation of grinding’, Journal of Engineering for Industry, Transaction of ASME, Vol. 103, pp.103–108.
5. Billatos, S.B. and Tseng, P.C. (1992) ‘Knowledge based optimization for intelligent machining’, Journal of Manufacturing Systems, Vol. 10, No. 6, pp.464–474.
6. Brinksmeier, E. and Popp, C. (1991) ‘A selftuning adaptive control system for grinding Processes’, Annals of the CIRP, Vol. 40, No. 1.
7. Chen, X., Allanson, D.R. and Rowe, W.B. (1998) ‘Life cycle model of the grinding process’, Computers in Industry, Vol. 36, Nos. 1–2, pp.5–11.
8. Chen, Y. (1998) ‘A generic intelligent control system for grinding’, PhD Theses, Liverpool John Moores University, UK.
9. Gao, Y., Jones, B. and Webster, J. (1992) ‘An integrated size and roundness adaptive control system for the plunge grinding process’, International Journal of Machine Tools and Manufacture, Vol. 32, No. 3, pp.291–303.
10. Grinding Data Book (1992) UK: Universal Grinding Wheel Co. Ltd.
11. Hahn, R.S. (1962) ‘On the nature of the grinding process’, Third MATADOR Conference, pp.129–155.
12. He, X.S. (1984) ‘The research of practical adaptive control system for external cylindrical grinding processes’, Proceedings of the 25th International MTDR Conference, pp.169–175.
13. Kelly, S., Rowe, W.B. and Moruzzi, J.L. (1989) Adaptive Grinding Control, Advanced Manufacturing Engineering, Vol. 1, Butterworths, pp.287–295.
14. König, W., Altintas, Y. and Memis, F. (1995) ‘Direct adaptive control of plunge grinding process using acoustic emission (AE) sensor’, International Journal of Machine Tools and Manufacture, Vol. 35, No. 10, pp.1445–1457.
15. König, W. and Werner, G. (1974) ‘Adaptive control optimization of high efficiency external grinding concept: technological basis and application’, Annals of CIRP, Vol. 23, No. 1, p.101.
16. Liverton, J., Thomas, D.A., Allanson, D.R. and Rowe, W.B. (1993) ‘Adaptive control of cylindrical grinding’, Proceedings of SME 5th International Grinding Conference.
17. Machinability Data Centre (1980) Machining Data Hand Book, 3rd edition, Vol. 2, USA: Metcut Research Associates Inc.
18. Malkin, S. (1981) ‘Grinding cycle optimisation’, Annals of CIRP, Vol. 30, Part 1, pp.223–226.
19. Malkin, S. and Koren, Y. (1984) ‘Off-line-grinding optimisation with a micro-computer’, Annals of the CIRP, Vol. 29, No. 1, pp.213–215.
20. Miler, D.A. (1975) ‘An introduction to adaptive control’, Production Engineer, pp.175–180.
21. Rowe, W.B., Allanson, D.R., Pettit, J.A., Moruzzi, J.L. and Kelly, S. (1991a) ‘ Intelligent CNC for grinding’, Proceedings of the Institute of Mechanical Engineers, Vol. 205, pp.233–239.
22. Rowe, W.B., Black, S., Mills, B., Morgan, M.N. and Qi, H.S. (1997) ‘Grinding temperatures and energy partitioning’, Proceedings of the Royal Society, A, Vol. 453, pp.1083–1104.
23. Rowe, W.B., Black, S.C., Morgan, M.N. and Mills, B. (1995) ‘Experimental investigation of temperature in grinding’, Annals of CIRP, Vol. 44, No. 1, pp.329–332, ISBN 3–905-277–23-9.
24. Rowe, W.B., Li, Y. and Inasaki, I. (1994) ‘Applications of artificial intelligence in grinding’, CIRP Annals, Vol. 43, No. 2, pp.521–531.
25. Rowe, W.B., Li, Y., Mills, B. and Allanson, D.R. (1996a) ‘Application of intelligent CNC in grinding’, Computers in Industry, Vol. 31, pp.45–60.
26. Rowe, W.B., Morgan, M.N. and Allanson, D.R. (1991b) ‘An advance in the thermal modelling of grinding processes’, Annals of CIRP, Vol. 40, No. 1, pp.339–342.
27. Rowe, W.B., Morgan, M.N., Black, S.C.E. and Allanson, D.R. (1998) ‘Validation of thermal properties in grinding’, Annals of CIRP, Vol. 47, No. 1, pp.275–279.
28. Rowe, W.B., Morgan, M.N., Black, S.C.E. and Mills, B. (1996b) ‘Simplified approach to thermal damage in grinding’, Annals of the CIRP, Vol. 45, No. 1, pp.299–302, ISBN 3–905277-25–5.
29. Rowe, W.B, Morgan, M.N. and Qi, H.S. (1993b) ‘The effect of deformation on contact length in grinding’, Annals of CIRP, Vol. 42, No. 1, pp.409–412, ISBN 3-905-277-19-0.
30. Rowe, W.B., Thomas, D.A., Moruzzi, J.L. and Allanson, D.R. (1993a) ‘Intelligent CNC grinding’, Manufacturing Engineering, pp.238–241.
31. Spiwak, S. and Kaliszer, H. (1983) ‘Multi-microprocessor control for plunge grinding’, Proceedings of 24th International MTDR Conference, pp.247–257.
32. Tönshoff, H. and Zinngrebe, M. (1986) ‘Optimisation of internal grinding by microcomputer based force control’, Annals of CIRP, Vol. 35, No. 1, pp.293–296.
33. Webster, J. and Zhao, Y.W. (1990) ‘Time-optimum adaptive control of plunge grinding’, International Journal of Machine Tools and Manufacture, Vol. 30, No. 3, pp.413–421.
34. Wada, R. and Kodama, H. (1977) ‘Adaptive control in grinding’, Bulletin of Japan Society of Precision Engineers, Vol. 11, No. 1, p.1.
35. Xiao, G., Malkin, S. and Danai, K. (1992) ‘Intelligent control of cylindrical plunge grinding’, Proceedings of American Control Conference, Vol. 1, Chicago, pp.391–398.
36. Xiao, G., Malkin, S. and Danai, K. (1993) ‘An autonomous system for cylindrical plunge grinding’, Proceedings of NSF Design and Manufacturing System Conference, pp.399–403.
37. Zhao, Y., Webster, J. and Kaliser, H. (1988) ‘In-process size and roundness measuring system for the adaptive control of cylindrical grinding’, Proceedings of 27th International MTDR Conference, pp.289–297.
38. Zhao, Y.W. (1989) ‘In-process measurement and computer control of cylindrical grinding’, PhD Thesis, Birmingham University.