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Modeling and Identification of Linear Parameter-Varying Systems: Lecture Notes in Control and Information Sciences, cartea 403

Autor Roland Toth
en Limba Engleză Paperback – 13 iun 2010
Through the past 20 years, the framework of Linear Parameter-Varying (LPV) systems has become a promising system theoretical approach to handle the control of mildly nonlinear and especially position dependent systems which are common in mechatronic applications and in the process industry. The birth of this system class was initiated by the need of engineers to achieve better performance for nonlinear and time-varying dynamics, c- mon in many industrial applications, than what the classical framework of Linear Time-Invariant (LTI) control can provide. However, it was also a p- mary goal to preserve simplicity and “re-use” the powerful LTI results by extending them to the LPV case. The progress continued according to this philosophy and LPV control has become a well established ?eld with many promising applications. Unfortunately, modeling of LPV systems, especially based on measured data (which is called system identi?cation) has seen a limited development sincethebirthoftheframework.Currentlythisbottleneck oftheLPVfra- work is halting the transfer of the LPV theory into industrial use. Without good models that ful?ll the expectations of the users and without the und- standing how these models correspond to the dynamics of the application, it is di?cult to design high performance LPV control solutions. This book aims to bridge the gap between modeling and control by investigating the fundamental questions of LPV modeling and identi?cation. It explores the missing details of the LPV system theory that have hindered the formu- tion of a well established identi?cation framework.
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Specificații

ISBN-13: 9783642138119
ISBN-10: 364213811X
Pagini: 325
Ilustrații: 325 p. 21 illus. in color.
Dimensiuni: 155 x 235 x 21 mm
Greutate: 0.52 kg
Ediția:2010
Editura: Springer Berlin, Heidelberg
Colecția Springer
Seria Lecture Notes in Control and Information Sciences

Locul publicării:Berlin, Heidelberg, Germany

Public țintă

Research

Cuprins

LTI System Identification and the Role of OBFs.- LPV Systems and Representations.- LPV Equivalence Transformations.- LPV Series-Expansion Representations.- Discretization of LPV Systems.- LPV Modeling of Physical Systems.- Optimal Selection of OBFs.- LPV Identification via OBFs.

Recenzii

From the reviews:
“The book under review is a research monograph which covers the key issues in modern theory of LPVS. It will be of interest for researchers and engineers with a background in systems theory as well as for graduate students in systems and control. … Several numerical examples and figures illustrate the theoretical results. As a whole, this is a well-written book which shall be useful for a wide audience of both researchers and graduate students in linear systems theory.” (M. M. Konstantinov, Mathematical Reviews, Issue 2012 a)

Caracteristici

Presents the state of the art of Modeling and Identification of Linear Parameter-Varying Systems Written by experts in the field A new appraoch on Modeling and Identification of Linear Parameter-Varying Systems