IHMPC and POD to the control of a non-isothermal tubular reactor

This paper presents the result of applying POD (Proper Orthogonal Decomposition) and IHMPC (Infinite Horizon Model Predictive Control) to the control of a non-isothermal tubular reactor. This paper is based on a previous work of O.M. Agudelo, J.J. Espinosa, B. De Moor Control of a Tubular Chemical R...

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Published inIFAC Proceedings Volumes Vol. 43; no. 5; pp. 445 - 450
Main Authors Marquez, Alejandro, Espinosa, Jairo J., Odloak, Darci
Format Journal Article
LanguageEnglish
Published 2010
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Abstract This paper presents the result of applying POD (Proper Orthogonal Decomposition) and IHMPC (Infinite Horizon Model Predictive Control) to the control of a non-isothermal tubular reactor. This paper is based on a previous work of O.M. Agudelo, J.J. Espinosa, B. De Moor Control of a Tubular Chemical Reactor by means of POD and Predictive Control Techniques, in Proceedings of the European Control Conference 2007 (ECC 2007), pp. 1046–1053, Kos, Greece, 2007, where a finite horizon model predictive control and POD techniques are applied a non-isothermal tubular reactor. In this paper the control objective is to keep the operation of the reactor at a desired operating condition in spite of the disturbances in the feed flow. POD and Galerkins method are used to derive the low order linear model that captures the dominant dynamics of the PDEs, which are subsequently used for controller design. Two IHMPC formulations are constructed on the basis of the low order linear model and are demonstrated, through simulation, to achieve the control objectives.
AbstractList This paper presents the result of applying POD (Proper Orthogonal Decomposition) and IHMPC (Infinite Horizon Model Predictive Control) to the control of a non-isothermal tubular reactor. This paper is based on a previous work of O.M. Agudelo, J.J. Espinosa, B. De Moor Control of a Tubular Chemical Reactor by means of POD and Predictive Control Techniques, in Proceedings of the European Control Conference 2007 (ECC 2007), pp. 1046–1053, Kos, Greece, 2007, where a finite horizon model predictive control and POD techniques are applied a non-isothermal tubular reactor. In this paper the control objective is to keep the operation of the reactor at a desired operating condition in spite of the disturbances in the feed flow. POD and Galerkins method are used to derive the low order linear model that captures the dominant dynamics of the PDEs, which are subsequently used for controller design. Two IHMPC formulations are constructed on the basis of the low order linear model and are demonstrated, through simulation, to achieve the control objectives.
Author Marquez, Alejandro
Odloak, Darci
Espinosa, Jairo J.
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Cites_doi 10.23919/ECC.2007.7068633
10.1002/aic.10175
10.1016/j.compchemeng.2004.11.008
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Keywords Infinite Horizont Model Predictive Control (IHMPC)
Proper Orthogonal Decomposition (POD)
Non-Isothermal Tubular Reactor
Language English
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References Agudelo, Espinosa, De Moor (bib1) 2007
Carrapiço, Odloak (bib3) 2005; 29
PhD thesis, Technische Universiteit Eindhoven, Eindhoven, Netherlands, 2004.
P. Astrid
Odloak (bib2) 2004; 50
Agudelo (10.3182/20100705-3-BE-2011.00074_bib1) 2007
10.3182/20100705-3-BE-2011.00074_bib4
Odloak (10.3182/20100705-3-BE-2011.00074_bib2) 2004; 50
Carrapiço (10.3182/20100705-3-BE-2011.00074_bib3) 2005; 29
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  article-title: Control of a Tubular Chemical Reactor by means of POD and Predictive Control Techniques
  publication-title: Proceedings of the European Control Conference 2007 (ECC 2007)
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– volume: 50
  start-page: 1824
  year: 2004
  end-page: 1836
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  article-title: Extended robust model predictive control
  publication-title: AIChE Journal
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    fullname: Odloak
– volume: 29
  start-page: 1089
  year: 2005
  end-page: 1099
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  article-title: A stable Model Predictive Control for integrating processes
  publication-title: Computers & Chemical Engineering
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    fullname: Odloak
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  article-title: Control of a Tubular Chemical Reactor by means of POD and Predictive Control Techniques
  publication-title: Proceedings of the European Control Conference 2007 (ECC 2007)
  doi: 10.23919/ECC.2007.7068633
  contributor:
    fullname: Agudelo
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  start-page: 1824
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  ident: 10.3182/20100705-3-BE-2011.00074_bib2
  article-title: Extended robust model predictive control
  publication-title: AIChE Journal
  doi: 10.1002/aic.10175
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    fullname: Odloak
– volume: 29
  start-page: 1089
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  ident: 10.3182/20100705-3-BE-2011.00074_bib3
  article-title: A stable Model Predictive Control for integrating processes
  publication-title: Computers & Chemical Engineering
  doi: 10.1016/j.compchemeng.2004.11.008
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SubjectTerms Infinite Horizont Model Predictive Control (IHMPC)
Non-Isothermal Tubular Reactor
Proper Orthogonal Decomposition (POD)
Title IHMPC and POD to the control of a non-isothermal tubular reactor
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