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Autor(en): 
  • Bin Zhang
  • Danwei Wang
  • Yongqiang Ye
  • Practical Iterative Learning Control with Frequency Domain Design and Sampled Data Implementation 
     

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


    Übersicht

    Auf mobile öffnen
     
    Lieferstatus:   Auf Bestellung (Lieferzeit unbekannt)
    Veröffentlichung:  Juli 2014  
    Genre:  Naturwissensch., Medizin, Technik 
     
    Applications of Nonlinear Dynamics and Chaos Theory / Artificial Intelligence / B / Computational Intelligence / engineering / Mathematical modelling / Mathematische Modellierung / Neural networks (Computer science)
    ISBN:  9789814585590 
    EAN-Code: 
    9789814585590 
    Verlag:  Springer EN 
    Einband:  Gebunden  
    Sprache:  English  
    Serie:  Advances in Industrial Control  
    Dimensionen:  H 235 mm / B 155 mm / D  
    Gewicht:  4853 gr 
    Seiten:  226 
    Illustration:  XII, 226 p. 162 illus., 120 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:
    This book is on the iterative learning control (ILC) with focus on the design and implementation. We approach the ILC design based on the frequency domain analysis and address the ILC implementation based on the sampled data methods. This is the first book of ILC from frequency domain and sampled data methodologies. The frequency domain design methods offer ILC users insights to the convergence performance which is of practical benefits. This book presents a comprehensive framework with various methodologies to ensure the learnable bandwidth in the ILC system to be set with a balance between learning performance and learning stability. The sampled data implementation ensures effective execution of ILC in practical dynamic systems. The presented sampled data ILC methods also ensure the balance of performance and stability of learning process. Furthermore, the presented theories and methodologies are tested with an ILC controlled robotic system. The experimental results show that the machines can work in much higher accuracy than a feedback control alone can offer. With the proposed ILC algorithms, it is possible that machines can work to their hardware design limits set by sensors and actuators. The target audience for this book includes scientists, engineers and practitioners involved in any systems with repetitive operations.
      



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