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Electric Systems, Dynamics, and Stability with Artificial Intelligence Applications

Electric Systems, Dynamics, and Stability with Artificial Intelligence Applications
Author: James A. Momoh
Publisher: CRC Press
Total Pages: 277
Release: 2018-10-03
Genre: Technology & Engineering
ISBN: 1351990969
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Download Electric Systems, Dynamics, and Stability with Artificial Intelligence Applications Book in PDF, ePub and Kindle

This work seeks to provide a solid foundation to the principles and practices of dynamics and stability assessment of large-scale power systems, focusing on the use of interconnected systems - and aiming to meet the requirements of today's competitive and deregulated environments. It contains easy-to-follow examples of fundamental concepts and algorithmic procedures.

Modern Power Systems Analysis

Modern Power Systems Analysis
Author: Xi-Fan Wang
Publisher: Springer Science & Business Media
Total Pages: 561
Release: 2010-06-07
Genre: Technology & Engineering
ISBN: 0387728538
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The capability of effectively analyzing complex systems is fundamental to the operation, management and planning of power systems. This book offers broad coverage of essential power system concepts and features a complete and in-depth account of all the latest developments, including Power Flow Analysis in Market Environment; Power Flow Calculation of AC/DC Interconnected Systems and Power Flow Control and Calculation for Systems Having FACTS Devices and recent results in system stability.

Artificial Intelligence Applications in Electrical Transmission and Distribution Systems Protection

Artificial Intelligence Applications in Electrical Transmission and Distribution Systems Protection
Author: Almoataz Y. Abdelaziz
Publisher: CRC Press
Total Pages: 512
Release: 2021-10-22
Genre: Computers
ISBN: 1000454592
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Download Artificial Intelligence Applications in Electrical Transmission and Distribution Systems Protection Book in PDF, ePub and Kindle

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.

Artificial Intelligence-based Smart Power Systems

Artificial Intelligence-based Smart Power Systems
Author: Sanjeevikumar Padmanaban
Publisher: John Wiley & Sons
Total Pages: 404
Release: 2022-12-20
Genre: Science
ISBN: 1119893968
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Authoritative resource describing the artificial intelligence and advanced technologies in smart power systems with simulation examples and case studies Artificial Intelligence-based Smart Power Systems presents advanced technologies used in various aspects of smart power systems, especially grid-connected and industrial evolution, covering many new topics such as distribution Phasor management, blockchain technologies for smart power systems, the application of deep learning and reinforced learning, and artificial intelligence techniques. The text also explores the potential consequences of artificial intelligence and advanced technologies in smart power systems in the forthcoming years. To enhance and reinforce learning, the highly qualified editors include many learning resources throughout the text, including MATLAB and HIL codes, end-of-chapter problems, end-of-book solutions, practical examples, and case studies. Artificial Intelligence-based Smart Power Systems includes specific information on topics such as: Modeling and analysis of smart power systems, covering steady state analysis, dynamic analysis, voltage stability, and more Recent advancement in power electronics for smart power systems, covering power electronic converters for renewable energy sources, electric vehicles, and HDVC/FACTs Distribution Phasor Measurement Units (PMU) in smart power systems, covering the need for PMU in distribution and automation of system reconfigurations Power and energy management systems for microgrids Engineering colleges and universities, along with industry research centers, can use the in-depth subject coverage and the extensive supplementary learning resources found in Artificial Intelligence-based Smart Power Systems to gain a holistic understanding of the subject and be able to harness that knowledge within a myriad of practical applications.

Artificial Intelligence Techniques in Power Systems

Artificial Intelligence Techniques in Power Systems
Author: Kevin Warwick
Publisher: IET
Total Pages: 324
Release: 1997
Genre: Computers
ISBN: 9780852968970
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The intention of this book is to give an introduction to, and an overview of, the field of artificial intelligence techniques in power systems, with a look at various application studies.

Electric Power System Applications of Optimization

Electric Power System Applications of Optimization
Author: James A. Momoh
Publisher: CRC Press
Total Pages: 370
Release: 2017-12-19
Genre: Technology & Engineering
ISBN: 1351834843
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Download Electric Power System Applications of Optimization Book in PDF, ePub and Kindle

As the demand for energy continues to grow, optimization has risen to the forefront of power engineering research and development. Continuing in the bestselling tradition of the first edition, Electric Power System Applications of Optimization, Second Edition presents the theoretical background of optimization from a practical power system point of view, exploring advanced techniques, new directions, and continuous application problems. The book provides both the analytical formulation of optimization and various algorithmic issues that arise in the application of various methods in power system planning and operation. The second edition adds new functions involving market programs, pricing, reliability, and advances in intelligent systems with implemented algorithms and illustrative examples. It describes recent developments in the field of Adaptive Critics Design and practical applications of approximate dynamic programming. To round out the coverage, the final chapter combines fundamental theories and theorems from functional optimization, optimal control, and dynamic programming to explain new Adaptive Dynamic Programming concepts and variants. With its one-of-a-kind integration of cornerstone optimization principles with application examples, this second edition propels power engineers to new discoveries in providing optimal supplies of energy.

Handbook of Electrical Power System Dynamics

Handbook of Electrical Power System Dynamics
Author: Mircea Eremia
Publisher: John Wiley & Sons
Total Pages: 914
Release: 2013-02-21
Genre: Technology & Engineering
ISBN: 1118516060
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This book aims to provide insights on new trends in power systems operation and control and to present, in detail, analysis methods of the power system behavior (mainly its dynamics) as well as the mathematical models for the main components of power plants and the control systems implemented in dispatch centers. Particularly, evaluation methods for rotor angle stability and voltage stability as well as control mechanism of the frequency and voltage are described. Illustrative examples and graphical representations help readers across many disciplines acquire ample knowledge on the respective subjects.

Handbook of Learning and Approximate Dynamic Programming

Handbook of Learning and Approximate Dynamic Programming
Author: Jennie Si
Publisher: John Wiley & Sons
Total Pages: 670
Release: 2004-08-02
Genre: Technology & Engineering
ISBN: 9780471660545
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Download Handbook of Learning and Approximate Dynamic Programming Book in PDF, ePub and Kindle

A complete resource to Approximate Dynamic Programming (ADP), including on-line simulation code Provides a tutorial that readers can use to start implementing the learning algorithms provided in the book Includes ideas, directions, and recent results on current research issues and addresses applications where ADP has been successfully implemented The contributors are leading researchers in the field

Adaptive Stochastic Optimization Techniques with Applications

Adaptive Stochastic Optimization Techniques with Applications
Author: James A. Momoh
Publisher: CRC Press
Total Pages: 377
Release: 2015-12-02
Genre: Business & Economics
ISBN: 1498782442
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Adaptive Stochastic Optimization Techniques with Applications provides a single, convenient source for state-of-the-art information on optimization techniques used to solve problems with adaptive, dynamic, and stochastic features. Presenting modern advances in static and dynamic optimization, decision analysis, intelligent systems, evolutionary pro

Vehicular Electric Power Systems

Vehicular Electric Power Systems
Author: Ali Emadi
Publisher: CRC Press
Total Pages: 496
Release: 2003-12-12
Genre: Technology & Engineering
ISBN: 0824758781
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Download Vehicular Electric Power Systems Book in PDF, ePub and Kindle

Vehicular Electric Power Systems: Land, Sea, Air, and Space Vehicles acquaints professionals with trends and challenges in the development of more electric vehicles (MEVs) using detailed examples and comprehensive discussions of advanced MEV power system architectures, characteristics, and dynamics. The authors focus on real-world applications and highlight issues related to system stability as well as challenges faced during and after implementation. Probes innovations in the development of more electric vehicles for improved maintenance, support, endurance, safety, and cost-efficiency in automotive, aerospace, and marine vehicle engineering Heralding a new wave of advances in power system technology, Vehicular Electric Power Systems discusses: Different automotive power systems including conventional automobiles, more electric cars, heavy-duty vehicles, and electric and hybrid electric vehicles Electric and hybrid electric propulsion systems and control strategies Aerospace power systems including conventional and advanced aircraft, spacecraft, and the international space station Sea and undersea vehicles The modeling, real-time state estimation, and stability assessment of vehicular power systems Applications of fuel cells in various land, sea, air, and space vehicles Modeling techniques for energy storage devices including batteries, fuel cells, photovoltaic cells, and ultracapacitors Advanced power electronic converters and electric motor drives for vehicular applications Guidelines for the proper design of DC and AC distribution architectures