Electric Power Applications of Fuzzy Systems

Copyright Year: 1998
Author(s): El-Hawary, M.
Publisher: Wiley-IEEE Press
Content Type : Books & eBooks
Topics: Power, Energy, & Industry Applications

Abstract

This book offers an introduction to applications of fuzzy system theory to selected areas of electric power engineering. It presents theoretical background material from a practical point of view and then explores a number of applications of fuzzy systems. Most recently, there has been a tremendous surge in research and application articles on this subject. Until now though, there have been no books that put together a practical guide to the fundamentals and applications aspects. Electric Power Applications of Fuzzy Systems presents, under one cover, original contributions by authors who have pioneered in the application of fuzzy system theory to the electric power engineering field. Each chapter contains both an introduction to and a state-of-the-art review of each application area.

Table of Contents
- Frontmatter
  El-Hawary, M.
  Electric Power Applications of Fuzzy Systems
  Digital Object Identifier: 10.1109/9780470544457.fmatter
  Page(s): i - xxvii
  Copyright Year: 1998
  Wiley-IEEE Press eBook Chapters
  
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  The prelims comprise:
  Half Title
  Copyright
  Title
  IEEE Press Board Page
  Books in the IEEE Power Engineering Series
  Dedication
  Contents
  List of Contributors
  Preface
  Acknowledgments View full abstract»
- Introduction
  El-Hawary, M.
  Electric Power Applications of Fuzzy Systems
  Digital Object Identifier: 10.1109/9780470544457.ch1
  Page(s): 1 - 14
  Copyright Year: 1998
  Wiley-IEEE Press eBook Chapters
  
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  This chapter contains sections titled: Fuzzy Sets
  Fuzzy Systems, Complexity, and Ambiguity
  Fuzziness and Probability
  When is a Fuzzy Formulation Appropriate?
  Applications of Fuzzy Systems
  Beyond Fuzzy Systems: Soft Computing and Computational Intelligence
  Fuzzy Theory in Electric Power Systems
  Some Areas of Fuzzy Applications in Power Systems
  Outline of the Book
  
  This chapter contains sections titled: References
  
  View full abstract»
- Fuzzy Systems: An Engineering Point of View
  El-Hawary, M.
  Electric Power Applications of Fuzzy Systems
  Digital Object Identifier: 10.1109/9780470544457.ch2
  Page(s): 15 - 58
  Copyright Year: 1998
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  This chapter contains sections titled: Chapter Overview
  Fuzzy Sets and Membership
  Set-Theoretic and Algebraic Operations for Fuzzy Sets
  Aggregation
  Extension Principle and its Applications
  Fuzzy Relations
  
  This chapter contains sections titled: References
  
  View full abstract»
- Fuzzy Information Approaches to Equipment Condition Monitoring and Diagnosis
  El-Hawary, M.
  Electric Power Applications of Fuzzy Systems
  Digital Object Identifier: 10.1109/9780470544457.ch3
  Page(s): 59 - 84
  Copyright Year: 1998
  Wiley-IEEE Press eBook Chapters
  
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  This chapter contains sections titled: Introduction
  Expert Systems and Equipment Diagnostics
  The Fuzzy Information Approach
  An Extended Example
  A Proposed Implementation
  Evaluation, Learning, and Information Measures Performance
  Summary and Discussion
  
  This chapter contains sections titled: Acknowledgments
  References
  
  View full abstract»
- Detection and Localization of Shorted Turns in the DC Field Winding of TurbineGenerator Rotors Using Novelty Detection and Fuzzified Neural Networks
  El-Hawary, M.
  Electric Power Applications of Fuzzy Systems
  Digital Object Identifier: 10.1109/9780470544457.ch4
  Page(s): 85 - 111
  Copyright Year: 1998
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  This chapter contains sections titled: Introduction
  Existing Methods of Detection
  Location of Shorted Windings in Standstill Rotors
  Results
  Detection of Shorted Turns in Operational Generators
  Hardware for Signature Measurement
  Detection of Shorted Windings
  Novelty Detection
  Computation of Detection Threshold
  Results
  Conclusion
  
  This chapter contains sections titled: References
  
  View full abstract»
- Fuzzy Logic Controller as a Power System Stabilizer
  El-Hawary, M.
  Electric Power Applications of Fuzzy Systems
  Digital Object Identifier: 10.1109/9780470544457.ch5
  Page(s): 112 - 148
  Copyright Year: 1998
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  This chapter contains sections titled: Introduction
  FLC Structure
  FLC Design
  Fuzzy Rules
  FLC Parameter Tuning
  Automatic Rule Generation
  Fuzzy-Logic-Based Power System Stabilizer
  FLC Application to a Multimachine Power System
  Implementation and Experimental Studies
  Concluding Remarks
  
  This chapter contains sections titled: References
  
  View full abstract»
- Fuzzy Logic Power System Stabilizer Using Polar Information
  El-Hawary, M.
  Electric Power Applications of Fuzzy Systems
  Digital Object Identifier: 10.1109/9780470544457.ch6
  Page(s): 149 - 177
  Copyright Year: 1998
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  This chapter contains sections titled: Introduction
  Advanced Fuzzy Logic Power System Stabilizer Using Three-Dimensional Polar Information [14]
  Simulation Studies Using One-Machine Infinite-Bus System [12, 14]
  Evaluation on Analog Network Simulator
  Actual Installation on Hydrounits
  Conclusion
  
  This chapter contains sections titled: References
  
  View full abstract»
- Fuzzy Logic Switching of FACTS Devices
  El-Hawary, M.
  Electric Power Applications of Fuzzy Systems
  Digital Object Identifier: 10.1109/9780470544457.ch7
  Page(s): 178 - 202
  Copyright Year: 1998
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  This chapter contains sections titled: Introduction
  Fuzzy Logic Switching Control Scheme [10, 16-19]
  Evaluation of Control Scheme
  Multimachine Study System [14]
  Simulation Studies
  Conclusions
  
  This chapter contains sections titled: References
  
  View full abstract»
- Effects of Uncertain Load on Power Network Modeling
  El-Hawary, M.
  Electric Power Applications of Fuzzy Systems
  Digital Object Identifier: 10.1109/9780470544457.ch8
  Page(s): 203 - 222
  Copyright Year: 1998
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  This chapter contains sections titled: Introduction
  Effects of Data Uncertainty on Power Network Modeling
  Modeling Uncertain Load in Network Analysis
  Fuzzy Set Theory Application to External-Network Modeling
  Concluding Remarks
  
  This chapter contains sections titled: References
  
  View full abstract»
- A Fuzzy Perspective of Power System Reliability
  El-Hawary, M.
  Electric Power Applications of Fuzzy Systems
  Digital Object Identifier: 10.1109/9780470544457.ch9
  Page(s): 223 - 279
  Copyright Year: 1998
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  This chapter contains sections titled:
  Introduction
  Type I Power System Fuzzy Reliability Models
  Type II Power System Fuzzy Reliability Models
  Type III Power System Fuzzy Reliability Models
  Conclusions This chapter contains sections titled:
  References View full abstract»
- Operation Support Expert System for Startup Schedule Optimization in Fossil Power Plants
  El-Hawary, M.
  Electric Power Applications of Fuzzy Systems
  Digital Object Identifier: 10.1109/9780470544457.ch10
  Page(s): 280 - 320
  Copyright Year: 1998
  Wiley-IEEE Press eBook Chapters
  
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  This chapter contains sections titled: Introduction
  Expectations of Fuzzy Theory in Plant Startup
  Operation Support and Startup Schedule Optimization for Conventional Fossil Power Plants
  Startup Schedule Optimization for Combined-Cycle Power Plant
  Discussion
  Conclusions
  
  This chapter contains sections titled: References
  
  View full abstract»
- Fuzzy Systems Approach to ShortTerm Power Purchases Considering Uncertain Prices
  El-Hawary, M.
  Electric Power Applications of Fuzzy Systems
  Digital Object Identifier: 10.1109/9780470544457.ch11
  Page(s): 321 - 338
  Copyright Year: 1998
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  This chapter contains sections titled: Introduction
  Description of the Problem
  Mathematical Formulation
  Test Results
  Discussion
  Conclusions
  
  This chapter contains sections titled: Appendix 1: Notation
  Appendix 2: Almost Positive Fuzzy Expressions
  References
  
  View full abstract»
- Index
  El-Hawary, M.
  Electric Power Applications of Fuzzy Systems
  Digital Object Identifier: 10.1109/9780470544457.index
  Page(s): 339 - 341
  Copyright Year: 1998
  Wiley-IEEE Press eBook Chapters
  
  | Quick Abstract | Full Text: PDF
  
  This book offers an introduction to applications of fuzzy system theory to selected areas of electric power engineering. It presents theoretical background material from a practical point of view and then explores a number of applications of fuzzy systems. Most recently, there has been a tremendous surge in research and application articles on this subject. Until now though, there have been no books that put together a practical guide to the fundamentals and applications aspects. Electric Power Applications of Fuzzy Systems presents, under one cover, original contributions by authors who have pioneered in the application of fuzzy system theory to the electric power engineering field. Each chapter contains both an introduction to and a state-of-the-art review of each application area. View full abstract»
- About the Editor
  El-Hawary, M.
  Electric Power Applications of Fuzzy Systems
  Digital Object Identifier: 10.1109/9780470544457.bioed
  Page(s): 343
  Copyright Year: 1998
  Wiley-IEEE Press eBook Chapters
  
  | Quick Abstract | Full Text: PDF
  
  This book offers an introduction to applications of fuzzy system theory to selected areas of electric power engineering. It presents theoretical background material from a practical point of view and then explores a number of applications of fuzzy systems. Most recently, there has been a tremendous surge in research and application articles on this subject. Until now though, there have been no books that put together a practical guide to the fundamentals and applications aspects. Electric Power Applications of Fuzzy Systems presents, under one cover, original contributions by authors who have pioneered in the application of fuzzy system theory to the electric power engineering field. Each chapter contains both an introduction to and a state-of-the-art review of each application area. View full abstract»