Stable Adaptive Control and Estimation for Nonlinear Systems
Title | Stable Adaptive Control and Estimation for Nonlinear Systems PDF eBook |
Author | Jeffrey T. Spooner |
Publisher | John Wiley & Sons |
Pages | 564 |
Release | 2004-04-07 |
Genre | Science |
ISBN | 0471460974 |
Thema dieses Buches ist die Anwendung neuronaler Netze und Fuzzy-Logic-Methoden zur Identifikation und Steuerung nichtlinear-dynamischer Systeme. Dabei werden fortgeschrittene Konzepte der herkömmlichen Steuerungstheorie mit den intuitiven Eigenschaften intelligenter Systeme kombiniert, um praxisrelevante Steuerungsaufgaben zu lösen. Die Autoren bieten viel Hintergrundmaterial; ausgearbeitete Beispiele und Übungsaufgaben helfen Studenten und Praktikern beim Vertiefen des Stoffes. Lösungen zu den Aufgaben sowie MATLAB-Codebeispiele sind ebenfalls enthalten.
Stable Adaptive Control and Estimation for Nonlinear Systems
Title | Stable Adaptive Control and Estimation for Nonlinear Systems PDF eBook |
Author | |
Publisher | |
Pages | |
Release | 2002 |
Genre | |
ISBN |
Towards Stable Adaptive Control for Nonlinear Systems
Title | Towards Stable Adaptive Control for Nonlinear Systems PDF eBook |
Author | Apostolos V. Papadoulis |
Publisher | |
Pages | 400 |
Release | 1987 |
Genre | Adaptive control systems |
ISBN |
Nonlinear and Adaptive Control Systems
Title | Nonlinear and Adaptive Control Systems PDF eBook |
Author | Zhengtao Ding |
Publisher | Institution of Engineering and Technology |
Pages | 288 |
Release | 2013-04-04 |
Genre | Technology & Engineering |
ISBN | 1849195749 |
An adaptive system for linear systems with unknown parameters is a nonlinear system. The analysis of such adaptive systems requires similar techniques to analyse nonlinear systems. Therefore it is natural to treat adaptive control as a part of nonlinear control systems. Nonlinear and Adaptive Control Systems treats nonlinear control and adaptive controlin a unified framework, presenting the major results at a moderate mathematical level, suitable for MSc students and engineers with undergraduate degrees. Topics covered include introduction to nonlinear systems; state space models; describing functions forcommon nonlinear components; stability theory; feedback linearization; adaptive control; nonlinear observer design; backstepping design; disturbance rejection and output regulation; and control applications, including harmonic estimation and rejection inpower distribution systems, observer and control design for circadian rhythms, and discrete-time implementation of continuous-timenonlinear control laws.
Nonlinear and Adaptive Control with Applications
Title | Nonlinear and Adaptive Control with Applications PDF eBook |
Author | Alessandro Astolfi |
Publisher | Springer Science & Business Media |
Pages | 302 |
Release | 2007-12-06 |
Genre | Technology & Engineering |
ISBN | 1848000669 |
The authors here provide a detailed treatment of the design of robust adaptive controllers for nonlinear systems with uncertainties. They employ a new tool based on the ideas of system immersion and manifold invariance. New algorithms are delivered for the construction of robust asymptotically-stabilizing and adaptive control laws for nonlinear systems. The methods proposed lead to modular schemes that are easier to tune than their counterparts obtained from Lyapunov redesign.
Adaptive Control Systems
Title | Adaptive Control Systems PDF eBook |
Author | Gang Feng |
Publisher | Newnes |
Pages | 360 |
Release | 1999-06-08 |
Genre | Technology & Engineering |
ISBN | 9780750639965 |
List of contributors; Preface; Adaptive internal model control; An algorithm for robust adaptive control with less prior knowledge; Adaptive variable structure control; Indirect adaptive periodic control; Adaptive stabilization of uncertain discrete-time systems via switching control: the method of localization; Adaptive nonlinear control: passivation and small gain techniques; Active identification for control of discrete-time uncertain nonlinear systems; Optimal adaptive tracking for nonlinear systems; Stable adaptive systems in the presence of nonlinear parametrization; Adaptive inverse for actuator compensation; Stable multi-input multi-output adaptive fuzzy/neural control; Adaptive robust control scheme with an application to PM synchronous motors; Index.
Stable Adaptive Systems
Title | Stable Adaptive Systems PDF eBook |
Author | Kumpati S. Narendra |
Publisher | Courier Corporation |
Pages | 514 |
Release | 2012-07-12 |
Genre | Science |
ISBN | 048614142X |
This graduate-level text focuses on the stability of adaptive systems, and offers a thorough understanding of the global stability properties essential to designing adaptive systems. Its self-contained, unified presentation of well-known results establishes the close connections between seemingly independent developments in the field. Prerequisites include a knowledge of linear algebra and differential equations, as well as a familiarity with basic concepts in linear systems theory. The first chapter sets the tone for the entire book, introducing basic concepts and tracing the evolution of the field from the 1960s through the 1980s. The first seven chapters are accessible to beginners, and the final four chapters are geared toward more advanced, research-oriented students. Problems ranging in complexity from relatively easy to quite difficult appear throughout the text. Topics include results in stability theory that emphasize incidents directly relevant to the study of adaptive systems; the stability properties of adaptive observers and controllers; the important concept of persistent excitation; the use of error models in systems analysis; areas of intense research activity; and five detailed case studies of systems in which adaptive control has proved successful