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Artificial intelligence applications in electrical transmission and distribution systems protection / edited by Almoataz Y. Abdelaziz, Shady Hossam Eldeen Abdel Aleem, Anamika Yadav.

By: Contributor(s): Material type: TextTextPublication details: Boca Raton CRC Press 2022Edition: First editionDescription: pages cmISBN:
  • 9780367552343
  • 9780367552381
Subject(s): DDC classification:
  • 621.3190 23 ABD
Summary: "Artificial Intelligence (AI) can successfully help in solving real-world problems in power transmission and distribution systems as 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: Provides essential insight on uses of different AI techniques for pattern recognition, classification, prediction, and estimation, exclusive to power system protection issues. Presents introduction to enhanced electricity system analysis using decision-making tools. Covers AI Applications in different protective relaying functions. Discusses Issues and challenges in the protection of transmission and distribution systems. Includes 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"--
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Item type Current library Home library Call number Status Date due Barcode
Book Book Dept. of Computer Science Reference Dept. of Computer Science 621.3190 ABD (Browse shelf(Opens below)) Available DCS5032

Includes bibliographical references and index.

"Artificial Intelligence (AI) can successfully help in solving real-world problems in power transmission and distribution systems as 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: Provides essential insight on uses of different AI techniques for pattern recognition, classification, prediction, and estimation, exclusive to power system protection issues. Presents introduction to enhanced electricity system analysis using decision-making tools. Covers AI Applications in different protective relaying functions. Discusses Issues and challenges in the protection of transmission and distribution systems. Includes 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"--

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