Dynamic model of the machining process on the basis of neural networks: From simulation to real time application

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 2331 LNCS, Issue PART 3, 2002, Pages 574-583

  Haber, Rodolfo E ^a,c   Haber, R H ^b   Alique, A ^a   Ros, S ^a   Alique, J R ^a  

^a Institute of Physical and Information Technologies   (Spain)

^b Universidad de Orientce   (Cuba)

^c UNIVERSIDAD AUTÓNOMA DE MADRID   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

CUTTING; DYNAMIC MODELS; FORECASTING; MACHINING CENTERS; NEURAL NETWORKS; MACHINING;

ACCURATE PREDICTION; COMPLEX MANUFACTURING; CUTTING CONDITIONS; DYNAMIC PROPERTY; EXPERIMENTAL TEST; MACHINING PROCESS; PROCESS PARAMETERS; REAL-TIME APPLICATION;

MACHINING; COMPLEX NETWORKS;

EID: 23044533043     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-47789-6_60     Document Type: Conference Paper

References (9)

1. nd edn. TEEE Press (1999).
2. Das S., Chattopadhyay A.B., Murthy A.S.R. Force parameters for on- line tool wear estimation - a neural network approach. Neural Networks 9(9) (1996) 1639-1645.
3. Dimla D.E., Lister P.M., Leighton N.J. Ncural network solutions to the tool condition monitoring problem in metal cutting - a critical review of methods. Internalional Journal of Machine Tools and Manufacturing 37(9) (1997) 1219-1241.
4. Ljung L., System Identification: Theory for the user: 2nd. Edn. Prcnticc Hall, (1999).
5. Fletcher R., Practical Methods of Optimization. 2nd. Edition, John Wiley&Sons, (2000).
6. King R.J. Handbook of High Speed Machining Technology. Mc.Graw Hill, New York, (1985).
7. Haber R.E., Peres C.R., et al. Towards intelligent machining: hierarchical fuzzy control for end milling process: EBB Transactions on Control Systems Technology 2(6) (1998) 188-199.
8. Bendat J.S., Piersol A. G. Random Data, Analysis and Measurement Procedures. 3rd. Edition, Wiley & Sons, (2000).
9. B. Hassibi, et al. Optimal brain surgeon: Extensions, streamlining and performance comparisons, Advances in Neural Information Processing Systems 6 (1994) 263-271.