Real Time Optimization by Extremum-Seeking Control / Edition 1

Real Time Optimization by Extremum-Seeking Control / Edition 1

by Kartik B. Ariyur, Miroslav Krstic
     
 

ISBN-10: 0471468592

ISBN-13: 9780471468592

Pub. Date: 09/19/2003

Publisher: Wiley

An up-close look at the theory behind and application of extremum seeking
Originally developed as a method of adaptive control for hard-to-model systems, extremum seeking solves some of the same problems as today's neural network techniques, but in a more rigorous and practical way. Following the resurgence in popularity of extremum-seeking control in aerospace

Overview

An up-close look at the theory behind and application of extremum seeking
Originally developed as a method of adaptive control for hard-to-model systems, extremum seeking solves some of the same problems as today's neural network techniques, but in a more rigorous and practical way. Following the resurgence in popularity of extremum-seeking control in aerospace and automotive engineering, Real-Time Optimization by Extremum-Seeking Control presents the theoretical foundations and selected applications of this method of real-time optimization.
Written by authorities in the field and pioneers in adaptive nonlinear control systems, this book presents both significant theoretic value and important practical potential. Filled with in-depth insight and expert advice, Real-Time Optimization by Extremum-Seeking Control:

• Develops optimization theory from the points of dynamic feedback and adaptation

• Builds a solid bridge between the classical optimization theory and modern feedback and adaptation techniques

• Provides a collection of useful tools for problems in this complex area

• Presents numerous applications of this powerful methodology

• Demonstrates the immense potential of this methodology for future theory development and applications
Real-Time Optimization by Extremum-Seeking Control is an important resource for both students and professionals in all areas of engineering-electrical, mechanical, aerospace, chemical, biomedical-and is also a valuable reference for practicing control engineers.

Product Details

ISBN-13:
9780471468592
Publisher:
Wiley
Publication date:
09/19/2003
Pages:
248
Product dimensions:
6.34(w) x 9.39(h) x 0.71(d)

Table of Contents

Preface.

I: THEORY.

1. SISO Scheme and Linear Analysis.

2. Multiparameter Extremum Seeking.

3. Slope Seeking.

4. Discrete Time Extremum Seeking.

5. Nonlinear Analysis.

6. Limit Cycle Minimization.

II: APPLICATIONS.

7. Antilock Braking.

8. Bioreactors.

9. Formation Flight.

10.Combustion Instabilities.

11. Compressor Instabilities: Part I.

12. Compressor Instabilities: Part II.

Appendix A: Continuous Time Lemmas.

Appendix B: Discrete Time Lemas.

Appendix C: Aircraft Dynamics in Close Formation Flight.

Appendix D: Derivation of (11.8) and (11.10).

Appendix E: Derivation of the Critical Slopes.

Appendix F: Proof of Lemma 11.1.

Bibliography.

Index.

Customer Reviews

Average Review:

Write a Review

and post it to your social network

     

Most Helpful Customer Reviews

See all customer reviews >