Linear Parameter Varying System Identification
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Linear Parameter Varying System Identification
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Author : Paulo Lopes dos Santos
language : en
Publisher: World Scientific
Release Date : 2012
Linear Parameter Varying System Identification written by Paulo Lopes dos Santos and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012 with Mathematics categories.
This review volume reports the state-of-the-art in Linear Parameter Varying (LPV) system identification. Written by world renowned researchers, the book contains twelve chapters, focusing on the most recent LPV identification methods for both discrete-time and continuous-time models, using different approaches such as optimization methods for input/output LPV models Identification, set membership methods, optimization methods and subspace methods for state-space LPV models identification and orthonormal basis functions methods. Since there is a strong connection between LPV systems, hybrid switching systems and piecewise affine models, identification of hybrid switching systems and piecewise affine systems will be considered as well.
Modeling And Identification Of Linear Parameter Varying Systems
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Author : Roland Toth
language : en
Publisher:
Release Date : 2010
Modeling And Identification Of Linear Parameter Varying Systems written by Roland Toth and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010 with categories.
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.
Modeling And Identification Of Linear Parameter Varying Systems
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Author : Roland Toth
language : en
Publisher: Springer Science & Business Media
Release Date : 2010-06-13
Modeling And Identification Of Linear Parameter Varying Systems written by Roland Toth and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-06-13 with Technology & Engineering categories.
Through the past 20 years, the framework of Linear Parameter-Varying (LPV) systems has become a promising system theoretical approach to h- dle the controlof mildly nonlinear and especially position dependent systems which are common in mechatronic applications and in the process ind- try. 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.
Linear Parameter Varying System Identification
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Author : Paulo Lopes dos Santos
language : en
Publisher: World Scientific
Release Date : 2012
Linear Parameter Varying System Identification written by Paulo Lopes dos Santos and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012 with Mathematics categories.
This review volume reports the state-of-the-art in Linear Parameter Varying (LPV) system identification. It focuses on the most recent LPV identification methods for both discrete-time and continuous-time models--
Control Of Linear Parameter Varying Systems With Applications
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Author : Javad Mohammadpour
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-03-09
Control Of Linear Parameter Varying Systems With Applications written by Javad Mohammadpour and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-03-09 with Technology & Engineering categories.
Control of Linear Parameter Varying Systems compiles state-of-the-art contributions on novel analytical and computational methods for addressing system identification, model reduction, performance analysis and feedback control design and addresses address theoretical developments, novel computational approaches and illustrative applications to various fields. Part I discusses modeling and system identification of linear parameter varying systems, Part II covers the importance of analysis and control design when working with linear parameter varying systems (LPVS) , Finally, Part III presents an applications based approach to linear parameter varying systems, including modeling of a turbocharged diesel engines, Multivariable control of wind turbines, modeling and control of aircraft engines, control of an autonomous underwater vehicles and analysis and synthesis of re-entry vehicles.
Control Of Linear Parameter Varying Systems With Applications
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Author : Javad Mohammadpour
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-03-08
Control Of Linear Parameter Varying Systems With Applications written by Javad Mohammadpour and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-03-08 with Technology & Engineering categories.
Control of Linear Parameter Varying Systems compiles state-of-the-art contributions on novel analytical and computational methods for addressing system identification, model reduction, performance analysis and feedback control design and addresses address theoretical developments, novel computational approaches and illustrative applications to various fields. Part I discusses modeling and system identification of linear parameter varying systems, Part II covers the importance of analysis and control design when working with linear parameter varying systems (LPVS) , Finally, Part III presents an applications based approach to linear parameter varying systems, including modeling of a turbocharged diesel engines, Multivariable control of wind turbines, modeling and control of aircraft engines, control of an autonomous underwater vehicles and analysis and synthesis of re-entry vehicles.
Modeling And Identification Of Linear Parameter Varying Systems
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Author : Roland Tóth.
language : en
Publisher:
Release Date : 2008
Modeling And Identification Of Linear Parameter Varying Systems written by Roland Tóth. and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008 with categories.
Identification And Robust Control Of Linear Parameter Varying Systems
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Author : Lawton Hubert Lee
language : en
Publisher:
Release Date : 1997
Identification And Robust Control Of Linear Parameter Varying Systems written by Lawton Hubert Lee and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1997 with Linear control systems categories.
Identification And Modelling Of Linear Parameter Varying Lpv Systems Based On Subspace Techniques
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Author : Rangsiya Ochareon
language : en
Publisher:
Release Date : 2002
Identification And Modelling Of Linear Parameter Varying Lpv Systems Based On Subspace Techniques written by Rangsiya Ochareon and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002 with categories.
Analysis Of Linear Parameter Varying System Models Based On Reachable Sets
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Author : Jong-Yeob Shin
language : en
Publisher:
Release Date : 2001
Analysis Of Linear Parameter Varying System Models Based On Reachable Sets written by Jong-Yeob Shin and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001 with categories.
This paper presents the analysis method of quasi-LPV models, comparing the ellipsoid set which contains the reachable set of a nonlinear system to define which quasi-LPV model is less conservative to represent the nonlinear dynamics. Three quasi-LPV models are constructed from a nonlinear model using three different methods, to facilitate synthesis of an LPV controller for the nonlinear system. The comparison results of closed-loop system performance with synthesized LPV controllers correspond to the analysis results of quasi-LPV models.