Modern Optimization Techniques with Applications in Electric Power Systems
This book presents the application of some AI related modern optimization techniques in the operation and control of electric power systems. With practical applications and examples the use of functional analysis, simulated annealing,
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Soliman Abdel-Hady Soliman Abdel-Aal Hassan Mantawy
Modern Optimization Techniques with Applications in Electric Power Systems
Soliman Abdel-Hady Soliman Department of Electrical Power and Machines Misr University for Science and Technology 6th of October City, Egypt
Abdel-Aal Hassan Mantawy Department of Electrical Power and Machines Ain Shams University Cairo, Egypt
ISSN 1867-8998 e-ISSN 1867-9005 ISBN 978-1-4614-1751-4 e-ISBN 978-1-4614-1752-1 DOI 10.1007/978-1-4614-1752-1 Springer New York Heidelberg Dordrecht London Library of Congress Control Number: 2011942262 Mathematics Subject Classification (2010): T25015, T25031, T11014, T11006, T24043 # Springer Science+Business Media, LLC 2012
All rights reserved. This work may not be translated or copied in whole or in part without the written permission of the publisher (Springer Science+Business Media, LLC, 233 Spring Street, New York, NY 10013, USA), except for brief excerpts in connection with reviews or scholarly analysis. Use in connection with any form of information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now known or hereafter developed is forbidden. The use in this publication of trade names, trademarks, service marks, and similar terms, even if they are not identified as such, is not to be taken as an expression of opinion as to whether or not they are subject to proprietary rights. Printed on acid-free paper Springer is part of Springer Science+Business Media (www.springer.com)
To the the Spirit of the martyrs of the EGYPTIAN 25th of January Revolution. To them we say, “You did what other generations could not do”. May GOD send your Spirit to Paradise. “Think not of those who were killed in the way of Allah dead, but alive with their Lord they have provision” (The Holy Quraan). To my grandson Ali, the most beautiful flower in my life. To my parents, I miss them. To my wife, Laila, and my kids, Rasha, Shady, Samia, Hadier, and Ahmad, I love you all. To my Great teacher G. S. Christensen (S.A. Soliman) To the soul of my parents. To my wife Mervat. To my kids Sherouk, Omar, and Kareem. (A.H. Mantawy)
Preface
The growing interest in the application of artificial intelligence (AI) techniques to power system engineering has introduced the potentials of using this state-of-the-art technology. AI techniques, unlike strict mathematical methods, have the apparent ability to adapt to nonlinearities and discontinuities commonly found in power systems. The best-known algorithms in this class include evolution programming, genetic algorithms, simulated annealing, tabu search, and neural networks. In the last three decades many papers on these applications have been published. Nowadays only a few books are available and they are limited to certain applications. The power engineering community is in need of a book containing most of these applications. This book is unique in its subject, where it presents the application of some artificia
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