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Artificial Intelligence Techniques in Power Systems : Power & Energy Series - Kevin Warwick

Artificial Intelligence Techniques in Power Systems

Power & Energy Series

By: Kevin Warwick (Editor), Arthur Ekwue (Editor), Rag Aggarwal (Editor)

Hardcover Published: 1997
ISBN: 9780852968970
Number Of Pages: 320

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Research in artificial intelligence has developed many techniques and methodologies that can be either adapted or used directly to solve complex power system problems. A variety of such problems are covered in this book including reactive power control, alarm analysis, fault diagnosis, protection systems and load forecasting. Methods such as knowledge-based (expert) systems, fuzzy logic, neural networks and genetic algorithms are all first introduced and then investigated in terms of their applicability in the power systems field. The book, therefore, serves as both an introduction to the use of artificial intelligence techniques for those from a power systems background and as an overview of the power systems implementation area for those from an artificial intelligence computing or control background. It is structured so that it is suitable for various levels of readers, covering basic principles as well as applications and case studies. The most popular methods and the most fruitful application fields are considered in more detail. The book contains contributions from top international authors and will be an extremely useful text for all those with an interest in the field.

'This book is a useful introduction to the field of AI for power engineers [and] presents several meaningful case-studies that will help practioners in deciding which directions are worthy of further investigation and near-term success.' * IEEE Computer Applications in Power *

Preface
Contributors
Artificial intelligence techniques in power systems
Advanced knowledge engineering techniques with applications to electric power systems
Object-oriented design and implementation of power system analysis software
Fuzzy logic and hybrid systems
Alarm analysis
Artificial intelligence techniques for voltage control
AI for protection systems
Artificial neural networks for static security assessment
Knowledge based systems for condition monitoring
Scheduling maintenance of electrical power transmission networks using genetic programming
Neuro-expert system applications in power systems
Intelligent systems for demand forecasting
A practical application and implementation of adaptive techniques using neural networks into autoreclose protection and system control
Index
Table of Contents provided by Blackwell. All Rights Reserved.

ISBN: 9780852968970
ISBN-10: 0852968973
Series: Power & Energy Series
Audience: Professional
Format: Hardcover
Language: English
Number Of Pages: 320
Published: 1997
Publisher: Institution of Engineering and Technology
Country of Publication: GB
Dimensions (cm): 24.13 x 16.51  x 2.54
Weight (kg): 0.63