Observer Design For Nonlinear Dynamical Systems
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Author |
: Driss Boutat |
Publisher |
: Springer |
Total Pages |
: 192 |
Release |
: 2021-07-22 |
ISBN-10 |
: 3030737411 |
ISBN-13 |
: 9783030737412 |
Rating |
: 4/5 (11 Downloads) |
Synopsis Observer Design for Nonlinear Dynamical Systems by : Driss Boutat
This book presents a differential geometric method for designing nonlinear observers for multiple types of nonlinear systems, including single and multiple outputs, fully and partially observable systems, and regular and singular dynamical systems. It is an exposition of achievements in nonlinear observer normal forms. The book begins by discussing linear systems, introducing the concept of observability and observer design, and then explains the difficulty of those problems for nonlinear systems. After providing foundational information on the differential geometric method, the text shows how to use the method to address observer design problems. It presents methods for a variety of systems. The authors employ worked examples to illustrate the ideas presented. Observer Design for Nonlinear Dynamical Systems will be of interest to researchers, graduate students, and industrial professionals working with control of mechanical and dynamical systems.
Author |
: Dierk Schröder |
Publisher |
: Springer Science & Business Media |
Total Pages |
: 346 |
Release |
: 2013-04-17 |
ISBN-10 |
: 9783662041178 |
ISBN-13 |
: 3662041170 |
Rating |
: 4/5 (78 Downloads) |
Synopsis Intelligent Observer and Control Design for Nonlinear Systems by : Dierk Schröder
This application-oriented monograph focuses on a novel and complex type of control systems. Written on an engineering level, including fundamentals, advanced methods and applications, the book applies techniques originating from new methods such as artificial intelligence, fuzzy logic, neural networks etc.
Author |
: Thomas Meurer |
Publisher |
: Springer Science & Business Media |
Total Pages |
: 440 |
Release |
: 2005-09-19 |
ISBN-10 |
: 3540279385 |
ISBN-13 |
: 9783540279389 |
Rating |
: 4/5 (85 Downloads) |
Synopsis Control and Observer Design for Nonlinear Finite and Infinite Dimensional Systems by : Thomas Meurer
This volume presents a well balanced combination of state-of-the-art theoretical results in the field of nonlinear controller and observer design, combined with industrial applications stemming from mechatronics, electrical, (bio–) chemical engineering, and fluid dynamics. The unique combination of results of finite as well as infinite–dimensional systems makes this book a remarkable contribution addressing postgraduates, researchers, and engineers both at universities and in industry. The contributions to this book were presented at the Symposium on Nonlinear Control and Observer Design: From Theory to Applications (SYNCOD), held September 15–16, 2005, at the University of Stuttgart, Germany. The conference and this book are dedicated to the 65th birthday of Prof. Dr.–Ing. Dr.h.c. Michael Zeitz to honor his life – long research and contributions on the fields of nonlinear control and observer design.
Author |
: Pauline Bernard |
Publisher |
: Springer |
Total Pages |
: 185 |
Release |
: 2019-02-01 |
ISBN-10 |
: 9783030111465 |
ISBN-13 |
: 3030111466 |
Rating |
: 4/5 (65 Downloads) |
Synopsis Observer Design for Nonlinear Systems by : Pauline Bernard
Observer Design for Nonlinear Systems deals with the design of observers for the large class of nonlinear continuous-time models. It contains a unified overview of a broad range of general designs, including the most recent results and their proofs, such as the homogeneous and nonlinear Luenberger design techniques. The book starts from the observation that most observer designs consist in looking for a reversible change of coordinates transforming the expression of the system dynamics into some specific structures, called normal forms, for which an observer is known. Therefore, the problem of observer design is broken down into three sub-problems: • What are the available normal forms and their associated observers?• Under which conditions can a system be transformed into one of these forms and through which transformation? • How can an inverse transformation that recovers an estimate in the given initial coordinates be achieved? This organisation allows the book to structure results within a united framework, highlighting the importance of the choice of the observer coordinates for nonlinear systems. In particular, the first part covers state-affine forms with their Luenberger or Kalman designs, and triangular forms with their homogeneous high-gain designs. The second part addresses the transformation into linear forms through linearization by output injection or in the context of a nonlinear Luenberger design, and into triangular forms under the well-known uniform and differential observability assumptions. Finally, the third part presents some recently developed methods for avoiding the numerically challenging inversion of the transformation. Observer Design for Nonlinear Systems addresses students and researchers looking for an introduction to or an overview of the state of the art in observer design for nonlinear continuous-time dynamical systems. The book gathers the most important results focusing on a large and diffuse literature on general observer designs with global convergence, and is a valuable source of information for academics and practitioners.
Author |
: Driss Boutat |
Publisher |
: Springer Nature |
Total Pages |
: 192 |
Release |
: 2021-07-02 |
ISBN-10 |
: 9783030737429 |
ISBN-13 |
: 303073742X |
Rating |
: 4/5 (29 Downloads) |
Synopsis Observer Design for Nonlinear Dynamical Systems by : Driss Boutat
This book presents a differential geometric method for designing nonlinear observers for multiple types of nonlinear systems, including single and multiple outputs, fully and partially observable systems, and regular and singular dynamical systems. It is an exposition of achievements in nonlinear observer normal forms. The book begins by discussing linear systems, introducing the concept of observability and observer design, and then explains the difficulty of those problems for nonlinear systems. After providing foundational information on the differential geometric method, the text shows how to use the method to address observer design problems. It presents methods for a variety of systems. The authors employ worked examples to illustrate the ideas presented. Observer Design for Nonlinear Dynamical Systems will be of interest to researchers, graduate students, and industrial professionals working with control of mechanical and dynamical systems.
Author |
: Gildas Besançon |
Publisher |
: Springer |
Total Pages |
: 234 |
Release |
: 2007-10-11 |
ISBN-10 |
: 9783540735038 |
ISBN-13 |
: 3540735038 |
Rating |
: 4/5 (38 Downloads) |
Synopsis Nonlinear Observers and Applications by : Gildas Besançon
The purpose of this fantastically useful book is to lay out an overview on possible tools for state reconstruction in nonlinear systems. Here, basic observability notions and observer structures are recalled, together with ingredients for advanced designs on this basis. The problem of state reconstruction in dynamical systems, known as observer problem, is crucial for controlling or even merely monitoring processes. For linear systems, the theory has been well established for several years, so this book attempts to tackle the problem for non-linear systems.
Author |
: Hieu Trinh |
Publisher |
: Springer Science & Business Media |
Total Pages |
: 226 |
Release |
: 2011-09-24 |
ISBN-10 |
: 9783642240638 |
ISBN-13 |
: 3642240631 |
Rating |
: 4/5 (38 Downloads) |
Synopsis Functional Observers for Dynamical Systems by : Hieu Trinh
The theory of linear functional observers, which is the subject of this book, is increasingly becoming a popular researched topic because of the many advantages it presents in state observation and control system design. This book presents recent information on the current state of the art research in this field. This book will serve as a useful reference to researchers in this area of research to understand the fundamental concepts relevant to the theory of functional observers and to gather most recent advancements in the field. This book is useful to academics and postgraduate students researching into the theory of linear functional observers. This book can also be useful for specialized final year undergraduate courses in control systems engineering and applied mathematics with a research focus.
Author |
: Hendrik Nijmeijer |
Publisher |
: Springer |
Total Pages |
: 560 |
Release |
: 1999-05-21 |
ISBN-10 |
: UOM:39015042767502 |
ISBN-13 |
: |
Rating |
: 4/5 (02 Downloads) |
Synopsis New Directions in Nonlinear Observer Design by : Hendrik Nijmeijer
The past decade has witnessed an increasing interest in observers for nonlinear systems. This subject is relevant in different contexts such as synchronization of complex dynamical systems, fault detection and isolation, and output feedback control. This book contains the contributions that are to be presented at the workshop "New Directions in Nonlinear Observer Design", to be held from June 24-26, 1999, in Geiranger Fjord, Norway. The workshop has been organised by Olav Egeland, Thor I. Fossen and Henk Nijmeijer; it will include participants from Africa, Asia, Europe and USA and it will focus on recent developments in the above mentioned areas. The contributions form a good review of present achievements and challenges in nonlinear observer design. The workshop is supported by the Strategic University Program on Marine Cybernetics at the Norwegian University of Science and Technology and ABB.
Author |
: Hassan H. Khalil |
Publisher |
: SIAM |
Total Pages |
: 330 |
Release |
: 2017-06-23 |
ISBN-10 |
: 9781611974850 |
ISBN-13 |
: 1611974852 |
Rating |
: 4/5 (50 Downloads) |
Synopsis High-Gain Observers in Nonlinear Feedback Control by : Hassan H. Khalil
For over a quarter of a century, high-gain observers have been used extensively in the design of output feedback control of nonlinear systems. This book presents a clear, unified treatment of the theory of high-gain observers and their use in feedback control. Also provided is a discussion of the separation principle for nonlinear systems; this differs from other separation results in the literature in that recovery of stability as well as performance of state feedback controllers is given. The author provides a detailed discussion of applications of high-gain observers to adaptive control and regulation problems and recent results on the extended high-gain observers. In addition, the author addresses two challenges that face the implementation of high-gain observers: high dimension and measurement noise. Low-power observers are presented for high-dimensional systems. The effect of measurement noise is characterized and techniques to reduce that effect are presented. The book ends with discussion of digital implementation of the observers. Readers will find comprehensive coverage of the main results on high-gain observers; rigorous, self-contained proofs of all results; and numerous examples that illustrate and provide motivation for the results. The book is intended for engineers and applied mathematicians who design or research feedback control systems.
Author |
: Shihua Li |
Publisher |
: CRC Press |
Total Pages |
: 342 |
Release |
: 2016-04-19 |
ISBN-10 |
: 9781466515802 |
ISBN-13 |
: 1466515805 |
Rating |
: 4/5 (02 Downloads) |
Synopsis Disturbance Observer-Based Control by : Shihua Li
Due to its abilities to compensate disturbances and uncertainties, disturbance observer based control (DOBC) is regarded as one of the most promising approaches for disturbance-attenuation. One of the first books on DOBC, Disturbance Observer Based Control: Methods and Applications presents novel theory results as well as best practices for applica