Monitoring and Control of Electrical Power Systems using Machine Learning Techniques

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Publisher : Elsevier
ISBN 13 : 0323984045
Total Pages : 356 pages
Book Rating : 4.3/5 (239 download)

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Book Synopsis Monitoring and Control of Electrical Power Systems using Machine Learning Techniques by : Emilio Barocio Espejo

Download or read book Monitoring and Control of Electrical Power Systems using Machine Learning Techniques written by Emilio Barocio Espejo and published by Elsevier. This book was released on 2023-01-11 with total page 356 pages. Available in PDF, EPUB and Kindle. Book excerpt: Monitoring and Control of Electrical Power Systems using Machine Learning Techniques bridges the gap between advanced machine learning techniques and their application in the control and monitoring of electrical power systems, particularly relevant for heavily distributed energy systems and real-time application. The book reviews key applications of deep learning, spatio-temporal, and advanced signal processing methods for monitoring power quality. This reference introduces guiding principles for the monitoring and control of power quality disturbances arising from integration of power electronic devices and discusses monitoring and control of electrical power systems using benchmark test systems for the creation of bespoke advanced data analytic algorithms. - Covers advanced applications and solutions for monitoring and control of electrical power systems using machine learning techniques for transmission and distribution systems - Provides deep insight into power quality disturbance detection and classification through machine learning, deep learning, and spatio-temporal algorithms - Includes substantial online supplementary components focusing on dataset generation for machine learning training processes and open-source microgrid model simulators on GitHub

Phasor Measurement Units and Wide Area Monitoring Systems

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Publisher : Academic Press
ISBN 13 : 0128031557
Total Pages : 300 pages
Book Rating : 4.1/5 (28 download)

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Book Synopsis Phasor Measurement Units and Wide Area Monitoring Systems by : Antonello Monti

Download or read book Phasor Measurement Units and Wide Area Monitoring Systems written by Antonello Monti and published by Academic Press. This book was released on 2016-06-09 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt: Phasor Measurement Units and Wide Area Monitoring Systems presents complete coverage of phasor measurement units (PMUs), bringing together a rigorous academic approach and practical considerations on the implementation of PMUs to the power system. In addition, it includes a complete theory and practice of PMU technology development and implementation in power systems. - Presents complete coverage of the topic from the measurement to the system, bringing together a rigorous academic approach and practical considerations on the implementation of PMUs to the power system - Includes a complete proposal of implementation for a PMU platform that could be replicated in every laboratory - Covers PMU software compiled for National Instrument HW, a compiled monitoring platform to be used to monitor PMU data and developed custom solutions, and a compiled National Instrument schematic to be executed within a SmartPhone app

Monitoring, Control and Protection of Interconnected Power Systems

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Publisher : Springer
ISBN 13 : 3642538487
Total Pages : 391 pages
Book Rating : 4.6/5 (425 download)

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Book Synopsis Monitoring, Control and Protection of Interconnected Power Systems by : Ulf Häger

Download or read book Monitoring, Control and Protection of Interconnected Power Systems written by Ulf Häger and published by Springer. This book was released on 2014-07-08 with total page 391 pages. Available in PDF, EPUB and Kindle. Book excerpt: The interstate integration of power grids provides multiple advantages concerning operation security, integration of renewable energy as well as energy trading. Due to these facts grid interconnections, such as ENTSO-E in Continental Europe, expand continually since its establishment. Due to the increasing scale and distance of interconnected power systems as well as an increasing number of countries involved with increasing complexity of operation, comprehensive R&D and innovations are urgently required to assure reliable and efficient operation of power systems. In this book new tools and methods are presented for monitoring, control and protection of large scale power systems. These tools and methods consider Smart Grid technologies based on wide area data exchange in combination with modern measurement devices, such as PMUs and advanced network controllers such as FACTS and HVDC systems. Within this topic the impact and reliability of different communication technologies play a key role. The material of this book is based on final results from the international research project ICOEUR “Intelligent Coordination of Operation and Emergency Control of EU and Russian Power Grids”, supported by the European Commission and the Russian Federal Agency of Science and Innovation. This book provides a great value for professional power system engineers as well as for students interested in topics related to large scale power system monitoring, control, protection and operation.

Smart Grid Applications and Developments

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Publisher : Springer
ISBN 13 : 1447162811
Total Pages : 343 pages
Book Rating : 4.4/5 (471 download)

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Book Synopsis Smart Grid Applications and Developments by : Daphne Mah

Download or read book Smart Grid Applications and Developments written by Daphne Mah and published by Springer. This book was released on 2014-07-25 with total page 343 pages. Available in PDF, EPUB and Kindle. Book excerpt: Meeting today’s energy and climate challenges require not only technological advancement but also a good understanding of stakeholders’ perceptions, political sensitivity, well-informed policy analyses and innovative interdisciplinary solutions. This book will fill this gap. This is an interdisciplinary informative book to provide a holistic and integrated understanding of the technology-stakeholder-policy interactions of smart grid technologies. The unique features of the book include the following: (a) interdisciplinary approach – by bringing in the policy dimensions to smart grid technologies; (b) global and Asian perspective and (c) learning from national case studies. This book is organised into five sections. Part 1 discusses the historical and conceptual aspects of smart grids. Part 2 introduces the technological aspects and showcase the state of the art of the technologies. Part 3 explores the policy and governance dimensions by bringing in a stakeholder perspective. Part 4 presents a collection of national case studies. Part 5 shares insights and lesson learnt and provide policy recommendations. This book showcases the state-of-the-art R&D developments and policy experiences. This book contributes to a better understanding of governance institution and policy challenges and helps formulate policy recommendations for successful smart grid deployment.

Electrical Transmission Systems and Smart Grids

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Publisher : Springer Science & Business Media
ISBN 13 : 1461458307
Total Pages : 326 pages
Book Rating : 4.4/5 (614 download)

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Book Synopsis Electrical Transmission Systems and Smart Grids by : Miroslav M. Begovic

Download or read book Electrical Transmission Systems and Smart Grids written by Miroslav M. Begovic and published by Springer Science & Business Media. This book was released on 2012-12-12 with total page 326 pages. Available in PDF, EPUB and Kindle. Book excerpt: Electric transmission networks are among the largest human-made engineering systems: For example, the transmission network in the United States covers over 300,000 km of lines and is served by 500 companies (electric utilities). In sharp contrast to the very incremental developments of the last century, transmission and control technologies experienced a major breakthrough at the beginning of the 21st century. The rapid growth of new energy generation technologies (renewables), significant advances in information processing applied to system monitoring, planning, operation, control, and protection, radical changes in distribution networks, and key shifts in end user behavior (advanced metering and control of demand response) have combined to produce the modern integrated electrical infrastructure commonly referred to as the smart grid. Featuring state-of-the-art, peer-reviewed entries from the Encyclopedia of Sustainability Science and Technology, this book provides a detailed introduction to select key topics which span energy technology, engineering, and urban planning. Worldwide experts discuss the integration of electric energy infrastructure into the broader critical infrastructures of the modern world and their various interdependencies. Dedicated chapters cover specific topics ranging from underground transmission and distribution, to energy and water interdependence, and their implications for urban areas. Coverage also includes the key role of new policy initiatives as catalysts of change.

Reliable Communications within Cyber-Physical Systems Using the Internet (RC4CPS)

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Publisher : Springer
ISBN 13 : 3662597934
Total Pages : 202 pages
Book Rating : 4.6/5 (625 download)

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Book Synopsis Reliable Communications within Cyber-Physical Systems Using the Internet (RC4CPS) by : Mohammad Elattar

Download or read book Reliable Communications within Cyber-Physical Systems Using the Internet (RC4CPS) written by Mohammad Elattar and published by Springer. This book was released on 2019-08-07 with total page 202 pages. Available in PDF, EPUB and Kindle. Book excerpt: This thesis describes the research done regarding communication reliability when using the Internet to realize the communications for cyber-physical systems (CPSs). In a nutshell, the book first presents the obtained results from real-world measurements describing the reliability of today’s Internet in terms of the availability and diversity of a wide set of end-to-end paths in the Internet. After that, the book describes a new approach along with its realization as a transport protocol to improve reliability and enable the utilization of Internet within future CPSs. In the first chapters of the book, the need for reliable communication to realize CPSs and the challenges of using the Internet as a communication network for such systems are described. The existing literature is analyzed after that and the identified research gap is highlighted. The proposed approach along with conducted measurements to evaluate it are described in the remaining chapters of the book.

Handbook of Metrology and Applications

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Publisher : Springer Nature
ISBN 13 : 9819920744
Total Pages : 2504 pages
Book Rating : 4.8/5 (199 download)

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Book Synopsis Handbook of Metrology and Applications by : Dinesh K. Aswal

Download or read book Handbook of Metrology and Applications written by Dinesh K. Aswal and published by Springer Nature. This book was released on 2023-08-23 with total page 2504 pages. Available in PDF, EPUB and Kindle. Book excerpt: ​This handbook provides comprehensive and up-to-date information on the topic of scientific, industrial and legal metrology. It discusses the state-of-art review of various metrological aspects pertaining to redefinition of SI Units and their implications, applications of time and frequency metrology, certified reference materials, industrial metrology, industry 4.0, metrology in additive manufacturing, digital transformations in metrology, soft metrology and cyber security, optics in metrology, nano-metrology, metrology for advanced communication, environmental metrology, metrology in biomedical engineering, legal metrology and global trade, ionizing radiation metrology, advanced techniques in evaluation of measurement uncertainty, etc. The book has contributed chapters from world’s leading metrologists and experts on the diversified metrological theme. The internationally recognized team of editors adopt a consistent and systematic approach and writing style, including ample cross reference among topics, offering readers a user-friendly knowledgebase greater than the sum of its parts, perfect for frequent consultation. Moreover, the content of this volume is highly interdisciplinary in nature, with insights from not only metrology but also mechanical/material science, optics, physics, chemistry, biomedical and more. This handbook is ideal for academic and professional readers in the traditional and emerging areas of metrology and related fields.

Smart Grid Handbook, 3 Volume Set

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 1118755480
Total Pages : 1991 pages
Book Rating : 4.1/5 (187 download)

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Book Synopsis Smart Grid Handbook, 3 Volume Set by :

Download or read book Smart Grid Handbook, 3 Volume Set written by and published by John Wiley & Sons. This book was released on 2016-08-01 with total page 1991 pages. Available in PDF, EPUB and Kindle. Book excerpt: Comprehensive, cross-disciplinary coverage of Smart Grid issues from global expert researchers and practitioners. This definitive reference meets the need for a large scale, high quality work reference in Smart Grid engineering which is pivotal in the development of a low-carbon energy infrastructure. Including a total of 83 articles across 3 volumes The Smart Grid Handbook is organized in to 6 sections: Vision and Drivers, Transmission, Distribution, Smart Meters and Customers, Information and Communications Technology, and Socio-Economic Issues. Key features: Written by a team representing smart grid R&D, technology deployment, standards, industry practice, and socio-economic aspects. Vision and Drivers covers the vision, definitions, evolution, and global development of the smart grid as well as new technologies and standards. The Transmission section discusses industry practice, operational experience, standards, cyber security, and grid codes. The Distribution section introduces distribution systems and the system configurations in different countries and different load areas served by the grid. The Smart Meters and Customers section assesses how smart meters enable the customers to interact with the power grid. Socio-economic issues and information and communications technology requirements are covered in dedicated articles.The Smart Grid Handbook will meet the need for a high quality reference work to support advanced study and research in the field of electrical power generation, transmission and distribution. It will be an essential reference for regulators and government officials, testing laboratories and certification organizations, and engineers and researchers in Smart Grid-related industries.

Cryptology and Network Security with Machine Learning

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Publisher : Springer Nature
ISBN 13 : 9819706416
Total Pages : 881 pages
Book Rating : 4.8/5 (197 download)

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Book Synopsis Cryptology and Network Security with Machine Learning by : Atul Chaturvedi

Download or read book Cryptology and Network Security with Machine Learning written by Atul Chaturvedi and published by Springer Nature. This book was released on with total page 881 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Protection of Modern Power Systems

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Publisher : John Wiley & Sons
ISBN 13 : 1118817230
Total Pages : 293 pages
Book Rating : 4.1/5 (188 download)

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Book Synopsis Protection of Modern Power Systems by : Janaka B. Ekanayake

Download or read book Protection of Modern Power Systems written by Janaka B. Ekanayake and published by John Wiley & Sons. This book was released on 2023-09-12 with total page 293 pages. Available in PDF, EPUB and Kindle. Book excerpt: Familiarize yourself with the cutting edge of power system protection technology All electrical systems are vulnerable to faults, whether produced by damaged equipment or the cumulative breakdown of insulation. Protection from these faults is therefore an essential part of electrical engineering, and the various forms of protection that have developed constitute a central component of any course of study related to power systems. Particularly in recent decades, however, the demands of decarbonization and reduced dependency on fossil fuels have driven innovation in the field of power systems. With new systems and paradigms come new kinds of faults and new protection needs, which promise to place power systems protection once again at the forefront of research and development. Protection of Modern Power Systems offers the first classroom-ready textbook to fully incorporate developments in renewable energy and ‘smart’ power systems into its overview of the field. It begins with a comprehensive guide to the principles of power system protection, before surveying the systems and equipment used in modern protection schemes, and finally discussing new and emerging protection paradigms. It promises to become the standard text in power system protection classrooms. Protection of Modern Power Systems readers will also find: Treatment of the new faults and protection paradigms produced by the introduction of new renewable generators Discussion of SmartGrids—intelligently-controlled active systems designed to integrate renewable energy into the power system—and their protection needs Detailed exploration of Synchronized Measurement Technology and Intelligent Electronic Devices Accompanying website to include Solutions Manual for instructors Protection of Modern Power Systems is an essential resource for students, researchers, and system engineers looking for a working knowledge of this critical subject.

Control and Optimization of Distributed Generation Systems

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Publisher : Springer
ISBN 13 : 3319169106
Total Pages : 599 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis Control and Optimization of Distributed Generation Systems by : Magdi S. Mahmoud

Download or read book Control and Optimization of Distributed Generation Systems written by Magdi S. Mahmoud and published by Springer. This book was released on 2015-05-14 with total page 599 pages. Available in PDF, EPUB and Kindle. Book excerpt: This text is an introduction to the use of control in distributed power generation. It shows the reader how reliable control can be achieved so as to realize the potential of small networks of diverse energy sources, either singly or in coordination, for meeting concerns of energy cost, energy security and environmental protection. The book demonstrates how such microgrids, interconnecting groups of generating units and loads within a local area, can be an effective means of balancing electrical supply and demand. It takes advantage of the ability to connect and disconnect microgrids from the main body of the power grid to give flexibility in response to special events, planned or unplanned. In order to capture the main opportunities for expanding the power grid and to present the plethora of associated open problems in control theory Control and Optimization of Distributed Generation Systems is organized to treat three key themes, namely: system architecture and integration; modelling and analysis; and communications and control. Each chapter makes use of examples and simulations and appropriate problems to help the reader study. Tools helpful to the reader in accessing the mathematical analysis presented within the main body of the book are given in an appendix. Control and Optimization of Distributed Generation Systems will enable readers new to the field of distributed power generation and networked control, whether experienced academic migrating from another field or graduate student beginning a research career, to familiarize themselves with the important points of the control and regulation of microgrids. It will also be useful for practising power engineers wishing to keep abreast of changes in power grids necessitated by the diversification of generating methods.

Analysis for Power Quality Monitoring

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Publisher : MDPI
ISBN 13 : 3039281100
Total Pages : 210 pages
Book Rating : 4.0/5 (392 download)

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Book Synopsis Analysis for Power Quality Monitoring by : Juan-José González de la Rosa

Download or read book Analysis for Power Quality Monitoring written by Juan-José González de la Rosa and published by MDPI. This book was released on 2020-05-22 with total page 210 pages. Available in PDF, EPUB and Kindle. Book excerpt: We are immersed in the so-called digital energy network, continuously introducing new technological advances for a better way of life. Numerous emerging words are in the spotlight, namely: Internet of Things (IoT), Big Data, Smart Cities, Smart Grid, Industry 4.0, etc. To achieve this formidable goal, systems should work more efficiently, and this fact inevitably leads to power quality (PQ) assurance. Apart from its economic losses, a bad PQ implies serious risks for machines, and consequently for people. Many researchers are endeavoring to develop new analysis techniques, instruments, measurement methods, and new indices and norms that match and fulfil the requirements regarding the current operation of the electrical network. This book offers a compilation of the some recent advances in this field. The chapters range from computing issues to technological implementations, going through event detection strategies and new indices and measurement methods that contribute significantly to the advancement of PQ analysis. Experiments have been developed within the frames of research units and projects, and deal with real data from industry and public buildings. Human beings have an unavoidable commitment with sustainability, which implies adapting PQ monitoring techniques to our dynamic world, defining a digital and smart concept of quality for electricity.

Smart Grid Communications and Networking

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Publisher : Cambridge University Press
ISBN 13 : 1107014131
Total Pages : 511 pages
Book Rating : 4.1/5 (7 download)

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Book Synopsis Smart Grid Communications and Networking by : Ekram Hossain

Download or read book Smart Grid Communications and Networking written by Ekram Hossain and published by Cambridge University Press. This book was released on 2012-05-24 with total page 511 pages. Available in PDF, EPUB and Kindle. Book excerpt: This one-stop reference provides the state-of-the-art theory, key strategies, protocols, deployment aspects, standardization activities and experimental studies of communication and networking technologies for the smart grid. Expert authors provide all the essential information researchers need to progress in the field and to allow power systems engineers to optimize their communication systems.

Applied Computing to Support Industry: Innovation and Technology

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Publisher : Springer Nature
ISBN 13 : 3030387526
Total Pages : 525 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis Applied Computing to Support Industry: Innovation and Technology by : Mohammed I. Khalaf

Download or read book Applied Computing to Support Industry: Innovation and Technology written by Mohammed I. Khalaf and published by Springer Nature. This book was released on 2020-01-07 with total page 525 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the First International Conference on Applied Computing to Support Industry: Innovation and Technology, ACRIT 2019, held in Ramadi, Iraq, in September 2019. The 38 revised full papers and 1 short paper were carefully reviewed and selected from 159 submissions. The papers of this volume are organized in topical sections on theory, methods and tools to support computer science; computer security and cryptography; computer network and communication; real world application in information science and technology.

Advances in Renewable Energy and Electric Vehicles

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Publisher : Springer Nature
ISBN 13 : 9811616426
Total Pages : 460 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis Advances in Renewable Energy and Electric Vehicles by : Sanjeevikumar P.

Download or read book Advances in Renewable Energy and Electric Vehicles written by Sanjeevikumar P. and published by Springer Nature. This book was released on 2021-08-20 with total page 460 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents select proceedings of the International Conference on Advances in Renewable Energy and Electric Vehicles (AREEV 2020), and examines related emerging trends, feasible solutions to shape and enable the development of mankind. The topics covered include renewable energy sources, electric vehicles, energy storage systems, power system protection & security, smart grid and wide band-gap semiconductor technologies. The book also discusses applications of signal processing, artificial neural networks, optimal and robust control systems, and modeling and simulation of power electronic converters. The book will be a valuable reference for beginners, researchers, and professionals interested in power systems, renewable energy, and electric vehicles.

Application of Machine Learning and Deep Learning Methods to Power System Problems

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Publisher : Springer Nature
ISBN 13 : 3030776964
Total Pages : 391 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Application of Machine Learning and Deep Learning Methods to Power System Problems by : Morteza Nazari-Heris

Download or read book Application of Machine Learning and Deep Learning Methods to Power System Problems written by Morteza Nazari-Heris and published by Springer Nature. This book was released on 2021-11-21 with total page 391 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book evaluates the role of innovative machine learning and deep learning methods in dealing with power system issues, concentrating on recent developments and advances that improve planning, operation, and control of power systems. Cutting-edge case studies from around the world consider prediction, classification, clustering, and fault/event detection in power systems, providing effective and promising solutions for many novel challenges faced by power system operators. Written by leading experts, the book will be an ideal resource for researchers and engineers working in the electrical power engineering and power system planning communities, as well as students in advanced graduate-level courses.

Electric Power Engineering Research and Education

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Publisher : Springer
ISBN 13 : 3319171909
Total Pages : 262 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis Electric Power Engineering Research and Education by : Elias Kyriakides

Download or read book Electric Power Engineering Research and Education written by Elias Kyriakides and published by Springer. This book was released on 2015-07-25 with total page 262 pages. Available in PDF, EPUB and Kindle. Book excerpt: This unique volume covers the most compelling areas of advance in electric power engineering, from distributed generation and dispatch to power quality improvement and energy storage. The authors particularly highlight the seminal contributions of Dr. Gerald T. Heydt in the development and teaching of these technological advances, which have impacted the power industry and academia over the last 4 decades in areas such as transmission and distribution engineering, power engineering education, and centers for power engineering research.