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L1 Adaptive Control Application to Constrained Nonlinear Systems

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Release : 2017
Genre : Electronic dissertations
Kind : eBook
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Book Synopsis L1 Adaptive Control Application to Constrained Nonlinear Systems by : chuan wang

Download or read book L1 Adaptive Control Application to Constrained Nonlinear Systems written by chuan wang. This book was released on 2017. Available in PDF, EPUB and Kindle. Book excerpt: Nonlinearity is one of major challenges in modern engineering system that we need to deal with in the control strategy design. In contrast to a linear system, the superposition principle normally cannot be simply applied to a nonlinear system. The feature of nonlinear system varies significantly from one to another, which brings more difficulty to conclude a uniform controller design methodology than the linear system. In addition, most of systems contain the feature of constraints for both input and/or output implicitly or explicitly, which makes it more complicated for the controller to maintain within required margins. The nonlinearity and constraints may not necessarily appear simultaneously in a system, but the resulted challenges in control system design cannot be ignored or avoided. The basic design of L1 adaptive control aims to solve the nonlinear system with guaranteed response. In the absence of constrained output, however, the traditional L1 adaptive control design structure needs to be revised and adjusted by incorporating other control design strategy such as model predictive control so that the basic scope of L1 adaptive control can be extended to provide effective solutions to such problems. The objective of this thesis is to solve the controller design problem for the system in combination of nonlinearity, output constraints based on the fundamental L1 adaptive control structure with adequate modifications. The system dynamic feature of the process that has been investigated in this thesis differs from case to case though, a uniform design method for the L1 adaptive control has been generated to solve those problems as a whole.

L1 Adaptive Control of Uncertain Nonlinear Systems with Dynamic Constraints

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Author :
Release : 2011
Genre :
Kind : eBook
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Book Synopsis L1 Adaptive Control of Uncertain Nonlinear Systems with Dynamic Constraints by : Jennifer Elizabeth Hacker

Download or read book L1 Adaptive Control of Uncertain Nonlinear Systems with Dynamic Constraints written by Jennifer Elizabeth Hacker. This book was released on 2011. Available in PDF, EPUB and Kindle. Book excerpt:

L1 Adaptive Control Theory

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Author :
Release : 2010-01-01
Genre : Science
Kind : eBook
Book Rating : 372/5 ( reviews)

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Book Synopsis L1 Adaptive Control Theory by : Naira Hovakimyan

Download or read book L1 Adaptive Control Theory written by Naira Hovakimyan. This book was released on 2010-01-01. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a comprehensive overview of the recently developed L1 adaptive control theory, including detailed proofs of the main results. The key feature of the L1 adaptive control theory is the decoupling of adaptation from robustness. The architectures of L1 adaptive control theory have guaranteed transient performance and robustness in the presence of fast adaptation, without enforcing persistent excitation, applying gain-scheduling, or resorting to high-gain feedback.

L1 Adaptive Control of Uncertain Nonlinear Systems with Dynamic Constraints

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Author :
Release : 2011
Genre :
Kind : eBook
Book Rating : /5 ( reviews)

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Book Synopsis L1 Adaptive Control of Uncertain Nonlinear Systems with Dynamic Constraints by : Jennifer Elizabeth Hacker

Download or read book L1 Adaptive Control of Uncertain Nonlinear Systems with Dynamic Constraints written by Jennifer Elizabeth Hacker. This book was released on 2011. Available in PDF, EPUB and Kindle. Book excerpt:

Stable Adaptive Control and Estimation for Nonlinear Systems

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Author :
Release : 2004-04-07
Genre : Science
Kind : eBook
Book Rating : 974/5 ( reviews)

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Book Synopsis Stable Adaptive Control and Estimation for Nonlinear Systems by : Jeffrey T. Spooner

Download or read book Stable Adaptive Control and Estimation for Nonlinear Systems written by Jeffrey T. Spooner. This book was released on 2004-04-07. Available in PDF, EPUB and Kindle. Book excerpt: 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.

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