3,627
Views
15
CrossRef citations to date
0
Altmetric
Articles

Use of modelling and simulation in the pulp and paper industry

, , , , &
Pages 409-423 | Accepted 09 Sep 2009, Published online: 12 Nov 2009

References

  • COST E36, 2005. Available at http://www.costE36.org/
  • Orccotoma , J. A. , Paris , J. , Perrier , M. and Roche , A. A. 1997 . Dynamics of white water networks during web breaks . Tappi J. , 80 ( 12 ) : 101 – 110 .
  • Hauge , T. A. , Slora , R. and Lie , B. 2005 . Application and roll-out of infinite horizon MPC employing a non-linear mechanistic model to paper machines . J. Process Control , 15 ( 2 ) : 201 – 213 .
  • Laperriere , L. and Wasik , L. 2002 . Implementing optimisation with process simulation . Tappi J. , 85 ( 6 ) : 7 – 12 .
  • Hutter , A. and Kappen , J. 2004 . “ Analyse von Wasserkreisläufen ” . In Wasserkreisläufe in der Papiererzeugung. Verfahrenstechnik und Mikrobiologie , Edited by: Kappen , J. and Pauly , D. Munich : Papiertechnische Stiftung .
  • Box , G. , Hunter , W. G. and Hunter , J. S. 1978 . Statistics for Experimenters , 1st , New York : John Wiley & Sons, Inc .
  • Blanco , A. , Fuente , E. , Negro , C. and Tijero , J. 2002 . Flocculation monitoring: focused beam reflectance measurement as a measurement tool . Can. J. Chem. Eng. , 80 ( 4 ) : 734 – 740 .
  • Negro , C. , Fuente , E. , Blanco , A. and Tijero , J. 2005 . Flocculation mechanism induced by phenolic resin/PEO and floc properties . AIChE J. , 51 ( 3 ) : 1022 – 1031 .
  • Thomas , D. N. , Judd , S. J. and Fawcett , N. 1999 . Flocculation modelling: a review . Water Res. , 33 ( 7 ) : 1579 – 1592 .
  • Masmoudi , R. A. 1999 . Rapid prediction of effluent biochemical oxygen demand for improved environmental control . Tappi J. , 82 ( 10 ) : 111 – 119 .
  • Miyanishi , T. and Shimada , H. 1998 . Using neural networks to diagnose web breaks on a newsprint paper machine . Tappi J. , 81 ( 9 ) : 163 – 170 .
  • Parrilla , R. and Castellanos , J. A. 2003 . Aplicación del control predictivo en la parte húmeda de la máquina de papel . Papel , 108 ( 11 ) : 63 – 67 .
  • Blanco , A. , Alonso , A. , Negro , C. and San Pio , I. May 2005 . Advanced data treatment to improve quality in a newsprint machine , May , 18 – 20 . Barcelona : International Symposium IPE-PTS-CTP, Spain .
  • Martens , H. and Naes , T. 1998 . Multivariate Calibration , Chichester : John Wiley & Sons .
  • Matlab 6.5 R13 . 2002 . User's Guide , Natick : The Mathworks Inc .
  • Wang , H. , Wang , A. P. and Duncan , S. R. 1997 . Advanced Process Control in Paper and Board Making , Surrey, , UK : Pira Technology Series, Pira International .
  • Tsoukalas , L. H. and Uhrig , R. E. 1997 . Fuzzy and Neural Approaches in Engineering , New York : Wiley Interscience .
  • Kumar , A. and Hand , V. C. 2000 . Using genetic algorithms and neural networks to predict and optimize coated board brightness . Ind. Eng. Chem. Res. , 39 ( 12 ) : 4956 – 4962 .
  • Aguiar , H. C. and Filho , R. M. 2001 . Neural network and hybrid model: a discussion about different modeling techniques to predict the pulping degree with industrial data . Chem. Eng. Sci. , 56 ( 2 ) : 565 – 570 .
  • Broeren , L. A. and Smith , B. A. 1996 . Process optimization with neural network software . Prog. Pap. Recycling , 5 ( 2 ) : 95 – 98 .
  • Campoy-Cervera , P. , Muñoz-García , D. F. , Pena , D. and Calderón-Martínez , J. A. 2001 . Automatic generation of digital filters by NN based learning: an application on paper pulp inspection . Lect. Notes Comput. Sci. , 2085 : 235 – 245 .
  • Vaughan , J. S. , Gottlieb , P. M. , Lee , S. -C. and Beilstein , J. R. 1999 . The Development of a Neural Network Soft Sensor for Chlorine Dioxide Stage Brightness Control , 147 – 159 . Atlanta, GA, , USA : TAPPI 99 ‘Preparing for the next millennium’ . Book 1, ISBN 0-89852-734-1, 1–4 March
  • Smith , G. C. , Wrobel , C. L. and Stengel , D. L. 2000 . Modeling TRS and sulphur dioxide emissions from a Kraft recovery boiler using an artificial neural network . Tappi J. , 83 ( 11 ) : 69
  • Joeressen , A. 17–18 September 2001 . Predicting corrugated box compression values through innovative software , 17–18 September , 4 Manchester, , UK : Developments in manufacture, technology and markets for corrugated board .
  • Chen , J. and Liao , C. M. 2002 . Dynamic process fault monitoring based on neural network and PCA . J. Process Control , 12 : 277 – 289 .
  • A. Alonso, A. Blanco, and C. Negro, Current use of software in COST Action E36, COST Report, 2005. Available at http://www.costE36.org
  • Klemona , K. and Turunen , I. 2001 . State of modelling and simulation in the Finish process industry , Helsinki : Universities and Research Centres, TEKES, Technology Review 107/2001 .
  • Goedsche , F. and Bienert , C. 2002 . On-line prozessanalyse und computer simulation von Herstellungprozessen . Project report , 37
  • Mayböck , R. . The DLL wrapper: the Andritz vision for advanced process control . IDEAS User Group Conference (UGC) . November 4–5 .
  • Mathworks, 2005. Available at http://www.mathworks.com
  • Kokko , T. 2002 . Development of papermaking process based on integrated process and control design , Finland : Doctoral thesis, Tampere University of Technology .
  • ämäläinen , J. H and Tarvainen , P. 2002 . CFD-optimized headbox flows . Pulp Pap. Canada , 103 ( 1 ) : 39 – 41 .
  • Gustafsson , J. E. and Kaul , V. 2001 . A general model of deformation and flow in wet fibre webs under compression . Nordic Pulp Pap. Res. J. , 16 ( 2 ) : 149 – 155 .
  • Honkalampi , P. and Kataja , M. 2002 . Dry content analysis in wet pressing: sensitivity to pressing variables . Nordic Pulp Pap. Res. J. , 17 ( 3 ) : 319 – 325 .
  • Cutshall , K. 1997 . Nature of Paper Variation , USA : TAPPI Wet End Operations, Short Course .
  • Lappalainen , J. , Myller , T. , Vehviläinen , O. , Tuuri , S. and Juslin , K. 2003 . Enhancing grade changes using dynamic simulation . Tappi J. Online Exclusive , 2 ( 12 )
  • Hakanen , J. , Mäkelä , M. , Miettinen , K. and Manninen , J. 6–11 August 2004 . On interactive multiobjective optimization with NIMBUS in chemical process design , 6–11 August , Whistler, B. C, , Canada : MCDM 2004 .
  • Scott , W. and Shirt , R. . Potential application of predictive tensile strength models in paper manufacture: Part II – Integration of a tensile strength model with a dynamic paper machine material balance simulation . TAPPI Papermakers Conference . pp. 879 – 887 .
  • änni , P. V and Launonen , U. 2005 . Maximising total profitability with dynamic production planning . Appita J. , 58 ( 3 ) : 177 – 179 .
  • Bogo , A. . How IDEAS helped manage our project risk . IDEAS User Group Conference (UGC) . 4–5 November
  • Ritala , R. , Belle , J. , Holmström , K. , Ihalainen , H. , Ruiz , J. , Suojärvi , M. and Tienari , M. . Operations decision support based on dynamic simulation and optimization . Proceedings, Efficiency, PulPaper 2004, Conferences, – Energy, Coating, Efficiency – The Finnish Paper Engineers’ Associaton – PI . June 1–3 , Helsinki, Finland. pp. 55 – 62 .
  • M. Williamson, 2005. Available at http://Paperloop.com
  • Dahlquist , E. , Ekwall , H. , Lindberg , J. , Sundström , S. , Liljenberg , T. and Backa , S. 1999 . On-line characterization of pulp – stock preparation department , Stockholm : SPCI .
  • Dahlquist , E. , Wallin , F. and Dhak , J. 2004 . Experiences of on-line and off-line simulation in pulp and paper industry . PTS-symposium in Munich , March : 8 – 9 .
  • Jansson , J. and Dahlquist , E. September 2004 . Model based control and optimization in pulp industry , September , 23 – 24 . Copenhagen : SIMS 2004 .
  • Latva-Käyrä , K. , Ihalainen , H. and Ritala , R. 2006 . Dynamic validation of on-line measurements: a probabilistic analysis . Measurements , 39 ( 4 ) : 33 – 51 .
  • Latva-Käyrä , K. and Ritala , R. . Sensor diagnostics based on dynamic characteristic curve estimation . 10th International Conference on Technical Diagnostics . June 9–10 , Budapest, Hungary.
  • Bhartiya , S. , Dufour , P. and Doyle , F. J. . Thermal-hydraulic modeling of a continuous pulp digester . Proceedings from Conference on Digester modeling in Annapolis . June ,
  • Avelin , A. , Jansson , J. and Dahlquist , E. Use of mathematical models and simulators for on-line applications in pulp and paper industry . Conference Proceedings MathMod 2006 in Vienna .
  • Research activities: collaboration within new research projects, Tampere: Workshop June 2006. Available at http://www.coste36.org/docs/E36_research-meeting_Tampere_minutes.pdf

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:

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:

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.