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Robustification of nonlinear model predictive control - Softcover

 
9783659977411: Robustification of nonlinear model predictive control
  • PublisherLAP LAMBERT Academic Publishing
  • Publication date2016
  • ISBN 10 3659977411
  • ISBN 13 9783659977411
  • BindingPaperback
  • LanguageEnglish
  • Number of pages204

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Seif Eddine Benattia
ISBN 10: 3659977411 ISBN 13: 9783659977411
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Taschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This work deals with the problem of trajectory tracking for a nonlinear system with unknown but bounded model parameters uncertainties. First, this work focuses on the design of classical robust nonlinear model predictive control (RNMPC) law subject to model parameters uncertainties implying solving min-max optimization problem. Secondly, a new approach is proposed, consisting in approaching the basic min-max problem into a more tractable optimization problem based on the use of linearization techniques, to ensure a good trade-off between tracking accuracy and computation time. The robust stability of the closed-loop system is addressed. The developed strategy is applied in simulation to a simplified macroscopic continuous photobioreactor model and is compared to the RNMPC controller. Its efficiency is illustrated through numerical results and robustness against parameter uncertainties. 204 pp. Englisch. Seller Inventory # 9783659977411

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Seif Eddine Benattia
Published by LAP LAMBERT Academic Publishing, 2016
ISBN 10: 3659977411 ISBN 13: 9783659977411
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Taschenbuch. Condition: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - This work deals with the problem of trajectory tracking for a nonlinear system with unknown but bounded model parameters uncertainties. First, this work focuses on the design of classical robust nonlinear model predictive control (RNMPC) law subject to model parameters uncertainties implying solving min-max optimization problem. Secondly, a new approach is proposed, consisting in approaching the basic min-max problem into a more tractable optimization problem based on the use of linearization techniques, to ensure a good trade-off between tracking accuracy and computation time. The robust stability of the closed-loop system is addressed. The developed strategy is applied in simulation to a simplified macroscopic continuous photobioreactor model and is compared to the RNMPC controller. Its efficiency is illustrated through numerical results and robustness against parameter uncertainties. Seller Inventory # 9783659977411

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Benattia, Seif Eddine
Published by LAP LAMBERT Academic Publishing, 2016
ISBN 10: 3659977411 ISBN 13: 9783659977411
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ISBN 10: 3659977411 ISBN 13: 9783659977411
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Benattia, Seif Eddine
Published by LAP LAMBERT Academic Publishing, 2016
ISBN 10: 3659977411 ISBN 13: 9783659977411
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Benattia, Seif Eddine
Published by LAP LAMBERT Academic Publishing, 2016
ISBN 10: 3659977411 ISBN 13: 9783659977411
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Seif Eddine Benattia
Published by LAP LAMBERT Academic Publishing, 2016
ISBN 10: 3659977411 ISBN 13: 9783659977411
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Paperback. Condition: Brand New. 204 pages. 8.66x5.91x0.46 inches. In Stock. Seller Inventory # 3659977411

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