Hou / Jin Model Free Adaptive Control

Theory and Applications
1. Auflage 2013
ISBN: 978-1-4665-9419-7
Verlag: Taylor & Francis
Format: PDF
Kopierschutz: Adobe DRM (»Systemvoraussetzungen)

E-Book, Englisch, 399 Seiten

Model Free Adaptive Control (MFAC) is a novel data driven adaptive control method which is quite different from the traditional model based adaptive control. Traditional control methods are applied based on models, but modeling processes can become more and more difficult as system size and complexity grow. Models can also bring accuracy problems, and lack flexibility to deal with different systems. MFAC will enable readers to take advantage of the huge amount of process data of modern industrial systems and use them to control the process and system effectively.

Autoren/Hrsg.

Hou, Zhongsheng

Jin, Shangtai

Fachgebiete

• Technische Wissenschaften Technik Allgemein Technik: Allgemeines
• Technische Wissenschaften Maschinenbau | Werkstoffkunde Produktionstechnik Fertigungstechnik
• Technische Wissenschaften Energietechnik | Elektrotechnik Elektrotechnik

Inhaltsverzeichnis

Introduction. Recursive Parameter Estimation for Discrete-Time Systems. Dynamic Linearization Approach of Discrete-Time Nonlinear Systems. Model-Free Adaptive Control of SISO Discrete-time Nonlinear Systems. Model-Free Adaptive Control of SISO Discrete-time Nonlinear Systems. Model-Free Adaptive Control of MIMO Discrete-Time Nonlinear Systems. Model-Free Adaptive Predictive Control. Model-Free Adaptive Iterative Learning Control. Model-free Adaptive Control for Complex Interconnected Systems and Modularized Controller Design. Robustness of Model-Free Adaptive Control. Symmetric Similarity for Control System Design. Applications. Conclusions and Perspectives.