Ebook: Adaptive Control

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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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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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.

Content:
Front Matter....Pages i-xx
Introduction to Adaptive Control....Pages 1-30
Discrete Time System Models for Control....Pages 31-50
Parameter Adaptation Algorithms — Deterministic Environment....Pages 51-116
Parameter Adaptation Algorithms — Stochastic Environment....Pages 117-149
Recursive Plant Model Identification in Open Loop....Pages 151-193
Adaptive Prediction....Pages 195-207
Digital Control Strategies....Pages 209-265
Robust Digital Control Design....Pages 267-284
Recursive Plant Model Identification in Closed Loop....Pages 285-337
Robust Parameter Estimation....Pages 339-367
Direct Adaptive Control....Pages 369-421
Indirect Adaptive Control....Pages 423-462
Practical Aspects and Applications....Pages 463-495
A Perspective View and Further Reading....Pages 497-504
Back Matter....Pages 505-562

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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.

Content:
Front Matter....Pages i-xx
Introduction to Adaptive Control....Pages 1-30
Discrete Time System Models for Control....Pages 31-50
Parameter Adaptation Algorithms — Deterministic Environment....Pages 51-116
Parameter Adaptation Algorithms — Stochastic Environment....Pages 117-149
Recursive Plant Model Identification in Open Loop....Pages 151-193
Adaptive Prediction....Pages 195-207
Digital Control Strategies....Pages 209-265
Robust Digital Control Design....Pages 267-284
Recursive Plant Model Identification in Closed Loop....Pages 285-337
Robust Parameter Estimation....Pages 339-367
Direct Adaptive Control....Pages 369-421
Indirect Adaptive Control....Pages 423-462
Practical Aspects and Applications....Pages 463-495
A Perspective View and Further Reading....Pages 497-504
Back Matter....Pages 505-562
....