Artificial Intelligence Applications in Electrical Transmission and Distribution Systems Protection
Almoataz Y. Abdelaziz, Shady Hossam Eldeen Abdel Aleem, Anamika Yadav, Almoataz Y. Abdelaziz, Shady Hossam Eldeen Abdel Aleem, Anamika Yadav
- 482 pages
- English
- ePUB (mobile friendly)
- Available on iOS & Android
Artificial Intelligence Applications in Electrical Transmission and Distribution Systems Protection
Almoataz Y. Abdelaziz, Shady Hossam Eldeen Abdel Aleem, Anamika Yadav, Almoataz Y. Abdelaziz, Shady Hossam Eldeen Abdel Aleem, Anamika Yadav
About This Book
Artificial intelligence (AI) can successfully help in solving real-world problems in power transmission and distribution systems because AI-based schemes are fast, adaptive, and robust and are applicable without any knowledge of the system parameters. This book considers the application of AI methods for the protection of different types and topologies of transmission and distribution lines. It explains the latest pattern-recognition-based methods as applicable to detection, classification, and location of a fault in the transmission and distribution lines, and to manage smart power systems including all the pertinent aspects.
FEATURES
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- Provides essential insight on uses of different AI techniques for pattern recognition, classification, prediction, and estimation, exclusive to power system protection issues
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- Presents an introduction to enhanced electricity system analysis using decision-making tools
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- Covers AI applications in different protective relaying functions
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- Discusses issues and challenges in the protection of transmission and distribution systems
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- Includes a dedicated chapter on case studies and applications
This book is aimed at graduate students, researchers, and professionals in electrical power system protection, stability, and smart grids.
Frequently asked questions
Information
1 Application of Metaheuristic Algorithms in Various Aspects of Electrical Transmission and Systems Protection
1.1 Introduction
- Design of transformers [1], motors [2], and generators [3]
- Design of control systems [4]
- Unit commitment for thermal power plants [5]
- Load forecasting [6]
- Transmission expansion planning [7]
- Reactive power planning [8]
- Relay coordination [9ā18]
- PMU placement [19ā25]
- Estimation of fault section on distribution network [26ā36]
- Estimation of fault location on transmission lines [37ā45]