Construction and operation of a knowledge base on intelligent machine tools

WSEAS Transactions on Systems

Volumn 7, Issue 3, 2008, Pages 148-155

  Lee, Seung Woo ^a   Song, Jun Yeob ^a   Lee, Hwa Ki ^b  

^a Korea Institute of Machine and Materials   (South Korea)

^b Inha University   (South Korea)

Author keywords

Intelligent Machine Tools; Machining Knowledge Base; Multiple linear regression models; Neural Network; Offset compensation; Open controller; Thermal errors

Indexed keywords

ERROR ANALYSIS; KNOWLEDGE BASED SYSTEMS; LINEAR REGRESSION; MANUFACTURE; MATHEMATICAL MODELS; PRODUCTIVITY;

INTELLIGENT MACHINE TOOLS; MULTIPLE LINEAR REGRESSION MODELS; OFFSET COMPENSATION; OPEN CONTROLLER; THERMAL ERRORS;

INTELLIGENT SYSTEMS;

EID: 43449126221     PISSN: 11092777     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (16)

1. Hatamura, Y., et al,. Development of an intelligent machining center incorporating active compensation for thermal distortion, Annals of CIRP, 1993, pp. 549-552.
2. Lee, K.H. Design of Intelligent Machine - Distribution and Control, Proceedings of KSME (spring), Vol. 1, No. 1, 1995, pp.478-482.
3. Liu, C.R., Ferreira, P.M., Liang, G.R. and Srinivasan, R., Technological Developments in Intelligent Manufacturing Systems, Elsevier Science Publishers, Vol. I, 1988.
4. International Standards Organization, TC184/SC1/WG7, ISO14649, Data model for computerized numerical controllers (DIS-ballot), September, 2000.
5. Lee, S.W., Kim, D.H., Song, J.Y., and Lee, H.K., Agent-Based Decision Support for realizing Intelligent Machine Tools, WSEAS Int. Conf on Dynamical Systems and Control, 2005, pp.85-90.
6. Bose, R., Intelligent Agents Framework for Developing a Knowledge-Based Decision Support System for a Collaborative Organizational Process, Expert System with Application, Vol.11, No.3, 1996, pp.247-261.
7. Wang, H., Intelligent Agent-Assisted Decision Support System: Integration of Knowledge of Discovery, Knowledge Analysis, and Group Decision Support, Expert System with Application, Vol. 12, No.3, 1997, pp.323-335.
8. Cha, J.H., Lee, I.H., Park M.W., and Kim, J.J., Inference system for Complex Mechanical Design Knowledge, Transactions of KSMe (A), Vol.26, No.9, 2002, pp.1772-1778.
9. Lee, S.W., Kim, D.H., Song J.Y., et al, A design of Decision Support System for Intelligent Machine Tools, Proceedings of KSPE (spring), 2004, pp.821-824.
10. Gim, T., Corbett, J. and Gee, A. E., Three-parameter Solution of Time-Varying Thermal Errors, Proceedings of American Society for Precision Engineering, Vol. 16, 1997, pp.365-368.
11. Chen, J.S., Neural network based modeling and erro compensation of thermally-induced spindle errors, International Journal of Advanced Manufacturing Technologies, Vol. 12, No. 4, 1996, pp.303-308.
12. Chen, J.S., Chiou, G., Quick testing and modeling of thermally-induced errors in CNC machine tools, International Journal of Machine Tools, and Manufacturing, Vol. 35, No. 7, 1995, pp.1063-1074.
13. Mori, K., Intelligent machining system, Journal of JSPE, Vol.59, No.11, 1993, pp.17-22.
14. Mitsuishi, M. et al, Real-time machining state detection using multi-axes force sensing, Annals of CIRP, 1992, pp.505-508.
15. Yokoyama, M.,, Endo, T., and Cha, J.J., Knowledge- Based CAD, Corona Publishing Co., Ltd., 1997.
16. Wagner, G., FOUNDATIONS OF A KNOWLEDGE SYSTEM: with Applications to Databases and Agents, KLUWER ACADEMIC PUBLISHERS, 1998.