Description
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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