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 reader, 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.
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Research in artificial intelligence has developed many techniques and methodologies that can be adapted or used directly to solve complex power system problems.
Chapter 1: Artificial intelligence techniques in power systemsChapter 2: Advanced knowledge engineering techniques with applications to electric power systemsChapter 3: Object-oriented design and implementation of power system analysis softwareChapter 4: Fuzzy logic and hybrid systemsChapter 5: Alarm analysisChapter 6: Artificial intelligence techniques for voltage controlChapter 7: AI for protection systemsChapter 8: Artificial neural networks for static security assessmentChapter 9: Knowledge based systems for condition monitoringChapter 10: Scheduling maintenance of electrical power transmission networks using genetic programmingChapter 11: Neuro-expert system applications in power systemsChapter 12: Intelligent systems for demand forcastingChapter 13: A practical application and implementation of adaptive techniques using neural networks into autoreclose protection and system control
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'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.'
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Produktdetaljer
ISBN
9780852968970
Publisert
1997-03
Utgiver
Vendor
Institution of Engineering and Technology
Høyde
234 mm
Bredde
156 mm
Aldersnivå
U, P, 05, 06
Språk
Product language
Engelsk
Format
Product format
Innbundet
Antall sider
320