Advanced search
Publication Cover
Applied Artificial Intelligence
An International Journal
Volume 16, 2002 - Issue 6
Submit an article Journal homepage
65
Views
1
CrossRef citations to date
0
Altmetric
Original Articles

A neural network based approach for measurement dynamics compensation

P. Georgieva
&
S. Feyo de Azevedo
Pages 423-442 | Published online: 30 Nov 2010

  • Bhat , N. and McAvoy , T.J. 1990 . Use of neural nets for dynamic modelling and control of chemical process systems . Computers Chem. Engng. , 14 (4/5) : 573 – 583 .
  • Cheng , Y. , Karjala , T. W. and Himmelblau , D.M. 1995 . Identification of nonlinear dynamic processes with unknown and variable dead time using an internal recurrent neural network . Ind. Eng. Chem. Res. , 34 (5) : 1735 – 1742 .
  • Chovan , T. , Catfolis , T. and Meert , K. 1996 . Neural network architecture for process control based on the RTRL algorithm . AIChE Journal , 42 (2) : 493 – 502 .
  • Chtourou , M. , Najim , K. , Roux , G. and Dahhou , B. 1993 . Control of a bioreactor using a neural network . Bioprocess Engineering , 8 : 251 – 254 .
  • Feyo de Azevedo , S. , Dham , B. and Oliveira , F. 1997 . Hybrid modelling of biochemical processes: A comparison with the conventional approach . Computers Chem. Engng , 21 (Suppl.) : S751 – S756 .
  • Feyo de Azevedo , S. , Oliveira , F. and Cardoso , A. Capelo . 1994 . TEACON-a simulator for computer-aided teaching of process control . Computer Applications in Engineering Education , 1 (4) : 307 – 319 .
  • Georgieva , P. and Feyo de Azevedo , S. Measurement dynamics compensation using neural network inverse modelling . Proc. of 4th Portuguese Conference on Automatic Control CONTROLO'2000 . October 4-6 2000 , Guimarães, Portugal. pp. 318 – 323 .
  • Glassey , J. , Ignova , M. , Ward , A. C. , Montague , G. A. and Morris , A.J. 1997 . Bioprocess supervision: Neural networks and knowledge based systems . Journal of Biotechnology , 52 : 201 – 205 .
  • Hunt , K. J. , Sbarbaro , D. , Zbikowski , R. and Gawthrop , P.J. 1992 . Neural networks for control systems-a survey . Automatica , 28 (6) : 1083 – 1112 .
  • Kasabov , N. 1996 . Foundations of Neural Networks, Fuzzy Systems and Knowledge Engineering , Cambridge, MA : MIT Press .
  • Nahas , E. P. , Henson , M. A. and Seborg , D.E. 1992 . Nonlinear internal model control strategy for neural network models . Computers Chem. Engng. , 16 (12) : 1039 – 1057 .
  • Narendra , K. S. 1990 . Neural networks for control , Cambridge, MA : MIT Press .
  • Narendra , K. S. and Parthasarathy , K. 1990 . Identification and control for dynamical systems using neural networks. IEEE Trans . On Neural Networks , 1 : 4 – 27 .
  • Pham , D. T. and Liu , X. 1995 . Neural Networks for Identification. Prediction and Control , London : Springer Verlag .
  • Rovithakis , G. A. and Christodoulou , M.A. 1995 . Direct adaptive regulation of unknown nonlinear dynamical systems via dynamic neural networks. IEEE Trans . On Systems, Man and Cybernetics , 25 (12) : 1578 – 1594 .
  • Schubert , J. , Simutis , R. , Dors , M. , Havlik , I. and Lübbert , A. 1994 . Bioprocess optimisation and control: application of hybrid modelling . Journal of Biotechnology , 35 : 51 – 68 .
  • Scott , G. M. , Harmon , W. and Ray. 1993 . Creating efficient nonlinear neural network process models that allow model interpretation . Journal of Process Control , 3 (3) : 163 – 178 .
  • Simutis , R. , Oliveira , R. , Manikowski , M. , Feyo de Azevedo , S. and Lübbert , A. 1997 . How to increase the performance of models for process optimization and control . Journal of Biotechnology , 59 : 73 – 89 .
  • Stephanopoulos , G. and Han , Ch. , eds. 1996 . Intelligent Systems in Process Engineering , London, , UK : Academic Press .
  • Tham , M. T. , Morris , A. J. and Montague , G.A. 1989 . Soft-sensing: a solution to the problem of measurement delays . Che. Eng. Res. Des , 67 : 547 – 554 .
  • Widrow , B. and Hoff , M.E. 1960 . “ Adaptive switching circuits ” . In IRE WESCON Convention record 96 – 104 . New York
  • Yesildirek , A. and Lewis , F.L. 1995 . Feedback linearization using neural networks . Automatica , 31 (11) : 1659 – 1664 .
  • You , Y. and Nikolaou , M. 1993 . Dynamic process modelling with recurrent neural networks . AIChE Journal , 39 (10) : 1654 – 1667 .

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Order Reprints Request Corporate Permissions

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

Request Academic Permissions

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.

Related research

People also read lists articles that other readers of this article have read.

Recommended articles lists articles that we recommend and is powered by our AI driven recommendation engine.

Cited by lists all citing articles based on Crossref citations.
Articles with the Crossref icon will open in a new tab.