Data-Driven Controller Design: The H2 Approach

Author:   Alexandre Sanfelice Bazanella ,  Lucíola Campestrini ,  Diego Eckhard
Publisher:   Springer
Edition:   2012 ed.
ISBN:  

9789401783569


Pages:   208
Publication Date:   26 January 2014
Format:   Paperback
Availability:   Manufactured on demand   Availability explained
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Data-Driven Controller Design: The H2 Approach


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Overview

Data-Based Controller Design presents a comprehensive analysis of data-based control design. It brings together the different data-based design methods that have been presented in the literature since the late 1990’s. To the best knowledge of the author, these data-based design methods have never been collected in a single text, analyzed in depth or compared to each other, and this severely limits their widespread application. In this book these methods will be presented under a common theoretical framework, which fits also a large family of adaptive control methods: the MRAC (Model Reference Adaptive Control) methods. This common theoretical framework has been developed and presented very recently. The book is primarily intended for PhD students and researchers - senior or junior - in control systems. It should serve as teaching material for data-based and adaptive control courses at the graduate level, as well as for reference material for PhD theses. It should also be useful for advanced engineers willing to apply data-based design. As a matter of fact, the concepts in this book are being used, under the author’s supervision, for developing new software products in a automation company. The book will present simulation examples along the text. Practical applications of the concepts and methodologies will be presented in a specific chapter.

Full Product Details

Author:   Alexandre Sanfelice Bazanella ,  Lucíola Campestrini ,  Diego Eckhard
Publisher:   Springer
Imprint:   Springer
Edition:   2012 ed.
Dimensions:   Width: 15.50cm , Height: 1.20cm , Length: 23.50cm
Weight:   0.454kg
ISBN:  

9789401783569


ISBN 10:   940178356
Pages:   208
Publication Date:   26 January 2014
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

Definitions.- H2 Performance Criteria.- One-shot Optimization - the VRFT Method.- Interactive Optimization.- Convergence to the Globally Optimal Controller.- Cost Function Shaping.- Computations.- Experimental Results.

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