Real Time Optimization by Extremum Seeking Control

Kartik B. Ariyur, Miroslav Krstic

234 pages, parution le 29/10/2003

Ajouter à une liste

Indisponible

Résumé

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.

Part I: Theory
- SISO Scheme and Linear Analysis
- Multiparameter Extremum Seeking
- Slope Seeking
- Discrete Time Extremum Seeking
- Nonlinear Analysis
- Limit Cycle Minimization
Part II: Applications
- Anti-Lock Braking
- Bioreactors
- Formation Flight
- Combustion Instabilities
- Compressor Instabilities: Part I
- 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 (118) and (1110)
Appendix E: Derivation of the Critical Slopes
Appendix F: Proof of Lemma 111
Bibliography
Index

L'auteur - Kartik B. Ariyur

is a research scientist at Honeywell Aerospace Electronic Systems in Minneapolis, Minnesota.

L'auteur - Miroslav Krstic

is Professor of Mechanical and Aerospace Engineering at the University of California, San Diego.

Caractéristiques techniques

	PAPIER
Éditeur(s)	Wiley
Auteur(s)	Kartik B. Ariyur, Miroslav Krstic
Parution	29/10/2003
Nb. de pages	234
Format	16 x 24
Couverture	Broché
Poids	480g
Intérieur	Noir et Blanc
EAN13	9780471468592
ISBN13	978-0-471-46859-2