Rogelio Lozano

Adaptive Control (eBook, PDF)

• Format: PDF

Produktbeschreibung

Adaptive Control provides techniques for automatic, real-time adjustments in controller parameters with a view to achieving and/or maintaining a desirable level of system performance in the presence of unknown or variable process parameters.

Many aspects of the field are dealt with in coherent and orderly fashion, starting with the problems posed by system uncertainties and moving on to the presentation of solutions and their practical significance. Within the general context of recent developments, the book looks at:

. synthesis and analysis of parameter adaptation algorithms;

. recursive plant-model identification in open and closed loop;

. robust digital control for adaptive control;

. direct and indirect adaptive control; and

. practical aspects and applications.

To reflect the importance of digital computers for the application of adaptive control techniques, discrete-time aspects are emphasized. To guide the reader, the book contains various applications of adaptive control techniques.

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Produktdetails

• Verlag: Springer London
• Seitenzahl: 562
• Erscheinungstermin: 6. Dezember 2012
• Englisch
• ISBN-13: 9780857293435
• Artikelnr.: 44058603

Inhaltsangabe

Introduction to Adaptive Control.- Discrete-time System Models for Control.- Parameter Adaptation Algorithms - Deterministic Environment.- Parameter Adaptation Algorithms - Stochastic Environment.- Recursive Plant Model Identification in Open Loop.- Adaptive Prediction.- Digital Control Strategies.- Robust Digital Control Design.- Recursive Plant Model Identification in Closed Loop.- Robust Parameter Estimation.- Direct Adaptive Control.- Indirect Adaptive Control.- Practical Aspects and Applications.- A Perspective View and Further Reading.- Appendices: Stochastic Processes; Stability; Passive (Hyperstable) Sytems; Martingales.

Rezensionen

From the reviews:

"In conclusion, I found this book well written, interesting and easy to follow, so that it constitutes a valuable addition to the existing monographies in adaptive control for discrete-time linear systems. Moreover, the organization of the book makes it suitable (at least in part) for use in graduate courses in adaptive control." -- Automatica 38 (2002) 1093 - 1094 (Reviewer: Patrizio Tomei)