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Autor(en): 
  • Tor Arne Johansen
  • Alexandra Grancharova
  • Explicit Nonlinear Model Predictive Control: Theory and Applications 
     

    (Buch)
    Dieser Artikel gilt, aufgrund seiner Grösse, beim Versand als 3 Artikel!


    Übersicht

    Auf mobile öffnen
     
    Lieferstatus:   Auf Bestellung (Lieferzeit unbekannt)
    Veröffentlichung:  März 2012  
    Genre:  Naturwissensch., Medizin, Technik 
     
    Applications of Nonlinear Dynamics and Chaos Theory / Applied Dynamical Systems / B / complexity / Computational complexity / Control and Systems Theory / Control engineering / Cybernetics & systems theory
    ISBN:  9783642287794 
    EAN-Code: 
    9783642287794 
    Verlag:  Springer EN 
    Einband:  Kartoniert  
    Sprache:  English  
    Serie:  #429 - Lecture Notes in Control and Information Sciences  
    Dimensionen:  H 235 mm / B 155 mm / D  
    Gewicht:  385 gr 
    Seiten:  234 
    Illustration:  XIV, 234 p. 66 illus., 17 illus. in color., farbige Illustrationen, schwarz-weiss Illustrationen 
    Zus. Info:  EUDR exemption - product or manufacturing materials placed on the market prior to 31.12.2025. 
    Bewertung: Titel bewerten / Meinung schreiben
    Inhalt:
    Nonlinear Model Predictive Control (NMPC) has become the accepted methodology to solve complex control problems related to process industries. The main motivation behind explicit NMPC is that an explicit state feedback law avoids the need for executing a numerical optimization algorithm in real time. The benefits of an explicit solution, in addition to the efficient on-line computations, include also verifiability of the implementation and the possibility to design embedded control systems with low software and hardware complexity.

    This book considers the multi-parametric Nonlinear Programming (mp-NLP) approaches to explicit approximate NMPC of constrained nonlinear systems, developed by the authors, as well as their applications to various NMPC problem formulations and several case studies. The following types of nonlinear systems are considered, resulting in different NMPC problem formulations:

    Ø  Nonlinear systems described by first-principles models and nonlinear systems described by black-box models;

    Nonlinear systems with continuous control inputs and nonlinear systems with quantized control inputs;

    Nonlinear systems without uncertainty and nonlinear systems with uncertainties (polyhedral description of uncertainty and stochastic description of uncertainty);

    Nonlinear systems, consisting of interconnected nonlinear sub-systems.

    The proposed mp-NLP approaches are illustrated with applications to several case studies, which are taken from diverse areas such as automotive mechatronics, compressor control, combustion plant control, reactor control, pH maintaining system control, cart and spring system control, and diving computers.

     

      



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