Artificial Intelligence Applications in Electrical Transmission and Distribution Systems Protection
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Artificial Intelligence Applications in Electrical Transmission and Distribution Systems Protection

Artificial Intelligence Applications in Electrical Transmission and Distribution Systems Protection

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About the 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 Provides essential insight on uses of different AI techniques for pattern recognition, classification, prediction, and estimation, exclusive to power system protection issues Presents an 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 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.

Table of Contents:
Chapter 1 Application of Metaheuristic Algorithms in Various Aspects of Electrical Transmission and Systems Protection Protection Vijay Kale, Anamika Yadav, Prashant Bedekar Chapter 2 AI-based Scheme for the Protection of Power Systems Networks Due to Incorporation of Distributed Generations Bhavesh Kumar R. Bhalja, Yogesh M. Makwana Chapter 3 An Intelligent Scheme for Classification of Shunt Faults Including Atypical Faults in Double-Circuit Transmission Line Valabhoju Ashok, Anamika Yadav, Mohammad Pazoki, Almoataz Y. Abdelaziz Chapter 4 An Artificial Intelligence -Based Detection and Classification of Faults on Transmission Lines Dalia Allam, Almoataz Y. Abdelaziz Chapter 5 Intelligent Fault Location Schemes for Modern Power Systems Tamer A. Kawady, Mahmoud A. Elsadd, Nagy I. Elkalashy Chapter 6 An Integrated Approach for Fault Detection, Classification and Location in MediumVoltage Underground Cables M. Karthikeyan, R. Rengaraj Chapter 7 A New High Impedance Fault Detection Technique Using Deep Learning Neural Network M. M. Eissa, M. H. Awadalla, A. M. Sharaf Chapter 8 AI-based Scheme for the Protection of Multi-Terminal Transmission Lines Bhavesh Kumar R. Bhalja Chapter 9 Data Mining-Based Protection Methodologies for Series Compensated Transmission Network S. K. Singh, D. N. Vishwakarma, R. K. Saket Chapter 10 AI-Based Protective Relaying Schemes for Transmission Line Compensated with FACTS Devices Bhupendra Kumar, Anamika Yadav, Almoataz Y. Abdelaziz Chapter 11 AI-based PMUs Allocation for Protecting Transmission Lines Abdelazeem A. Abdelsalam, Karim M. Hassanin Chapter 12 An Expert System for Optimal Coordination of Directional Overcurrent Relays in Meshed Networks Hajjar A. Ammar Chapter 13 Optimal Overcurrent Relay Coordination Considering Standard and Non-Standard Characteristics Ahmed Korashy, Salah Kamel, Loai Nasrat, Francisco Jurado Chapter 14 Artificial Intelligence Applications in DC Microgrid Protection Morteza Shamsoddini, Behrooz Vahidi Chapter 15 Soft Computing-Based DC-Link Voltage Control Technique for SAPF in Harmonic and Reactive Power Compensation Pravat Kumar Ray, Sushree Diptimayee Swain Chapter 16 Artificial Intelligence Application for HVDC Protection Zahra Moravej, Amir Imani, Mohammad Pazoki Chapter 17 Intelligent Schemes for Fault Detection, Classification, and Location in HVDC Systems Mohammad Farshad Chapter 18 Fault Classification and Location in MT-HVDC Systems based on Machine Learning Raheel Muzzammel, Ali Raza


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Product Details
  • ISBN-13: 9780367552343
  • Publisher: Taylor & Francis Ltd
  • Publisher Imprint: CRC Press
  • Height: 234 mm
  • No of Pages: 482
  • Width: 156 mm
  • ISBN-10: 0367552345
  • Publisher Date: 22 Oct 2021
  • Binding: Hardback
  • Language: English
  • Weight: 942 gr


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Artificial Intelligence Applications in Electrical Transmission and Distribution Systems Protection
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