Big Data Analytics Strategies for the Smart Grid Book

Big Data Analytics Strategies for the Smart Grid


  • Author : Carol L. Stimmel
  • Publisher : CRC Press
  • Release Date : 2016-04-19
  • Genre: Computers
  • Pages : 256
  • ISBN 10 : 9781482218299

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Big Data Analytics Strategies for the Smart Grid Excerpt :

By implementing a comprehensive data analytics program, utility companies can meet the continually evolving challenges of modern grids that are operationally efficient, while reconciling the demands of greenhouse gas legislation and establishing a meaningful return on investment from smart grid deployments.Readable and accessible, Big Data Analytic

Smart Grid using Big Data Analytics Book

Smart Grid using Big Data Analytics


  • Author : Robert C. Qiu
  • Publisher : John Wiley & Sons
  • Release Date : 2017-02-08
  • Genre: Technology & Engineering
  • Pages : 632
  • ISBN 10 : 9781118716793

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Smart Grid using Big Data Analytics Excerpt :

This book is aimed at students in communications and signal processing who want to extend their skills in the energy area. It describes power systems and why these backgrounds are so useful to smart grid, wireless communications being very different to traditional wireline communications.

Smart Grids and Big Data Analytics for Smart Cities Book

Smart Grids and Big Data Analytics for Smart Cities


  • Author : Chun Sing Lai
  • Publisher : Springer
  • Release Date : 2021-11-01
  • Genre: Technology & Engineering
  • Pages : 403
  • ISBN 10 : 3030521575

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Smart Grids and Big Data Analytics for Smart Cities Excerpt :

This book provides a comprehensive introduction to different elements of smart city infrastructure - smart energy, smart water, smart health, and smart transportation - and how they work independently and together. Theoretical development and practical applications are presented, along with related standards, recommended practices, and professional guidelines. Throughout the book, diagrams and case studies are provided that demonstrate the systems presented, and extensive use of scenarios helps readers better grasp how smart grids, the Internet of Things, big data analytics, and trading models can improve road safety, healthcare, smart water management, and a low-carbon economy. A must-read for practicing engineers, consultants, regulators, utility operators, and environmentalists involved in smart city development, the book will also appeal to city planners and designers, as well as upper-level undergraduate and graduate students studying energy, environmental science, technology, economics, signal processing, information science, and power engineering.

Smart Grid Analytics for Sustainability and Urbanization Book

Smart Grid Analytics for Sustainability and Urbanization


  • Author : Gontar, Zbigniew H.
  • Publisher : IGI Global
  • Release Date : 2018-06-27
  • Genre: Computers
  • Pages : 306
  • ISBN 10 : 9781522539971

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Smart Grid Analytics for Sustainability and Urbanization Excerpt :

Information and communication technologies play an essential role in the effectiveness and efficiency of smart city processes. Recognizing the role of process analysis in energy usage and how it can be enhanced is essential to improving city sustainability. Smart Grid Analytics for Sustainability and Urbanization provides emerging research on the development of information technology and communication systems in smart cities and smart grids. While highlighting topics such as process mining, innovation management, and sustainability optimization, this publication explores technology development and the mobilization of different environments in smart cities. This book is an important resource for graduate students, researchers, academics, engineers, and government officials seeking current research on how process analysis in energy usage is manifested and how it can be enhanced.

Smart Grid Communication Infrastructures Book

Smart Grid Communication Infrastructures


  • Author : Feng Ye
  • Publisher : John Wiley & Sons
  • Release Date : 2018-06-11
  • Genre: Technology & Engineering
  • Pages : 304
  • ISBN 10 : 9781119240181

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Smart Grid Communication Infrastructures Excerpt :

A comprehensive resource that covers all the key areas of smart grid communication infrastructures Smart grid is a transformational upgrade to the traditional power grid that adds communication capabilities, intelligence and modern control. Smart Grid Communication Infrastructures is a comprehensive guide that addresses communication infrastructures, related applications and other issues related to the smart grid. The text shows how smart grid departs from the traditional power grid technology. Fundamentally, smart grid has advanced communication infrastructures to achieve two-way information exchange between service providers and customers. Grid operations in smart grid have proven to be more efficient and more secure because of the communication infrastructures and modern control. Smart Grid Communication Infrastructures examines and summarizes the recent advances in smart grid communications, big data analytics and network security. The authors – noted experts in the field – review the technologies, applications and issues in smart grid communication infrastructure. This important resource: Offers a comprehensive review of all areas of smart grid communication infrastructures Includes an ICT framework for smart grid Contains a review of self-sustaining wireless neighborhood that are network designed Presents design and analysis of a wireless monitoring network for transmission lines in smart grid Written for graduate students, professors, researchers, scientists, practitioners and engineers, Smart Grid Communication Infrastructures is the comprehensive resource that explores all aspects of the topic.

Big Data Application in Power Systems Book

Big Data Application in Power Systems


  • Author : Reza Arghandeh
  • Publisher : Elsevier
  • Release Date : 2017-11-27
  • Genre: Science
  • Pages : 480
  • ISBN 10 : 9780128119693

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Big Data Application in Power Systems Excerpt :

Big Data Application in Power Systems brings together experts from academia, industry and regulatory agencies who share their understanding and discuss the big data analytics applications for power systems diagnostics, operation and control. Recent developments in monitoring systems and sensor networks dramatically increase the variety, volume and velocity of measurement data in electricity transmission and distribution level. The book focuses on rapidly modernizing monitoring systems, measurement data availability, big data handling and machine learning approaches to process high dimensional, heterogeneous and spatiotemporal data. The book chapters discuss challenges, opportunities, success stories and pathways for utilizing big data value in smart grids. Provides expert analysis of the latest developments by global authorities Contains detailed references for further reading and extended research Provides additional cross-disciplinary lessons learned from broad disciplines such as statistics, computer science and bioinformatics Focuses on rapidly modernizing monitoring systems, measurement data availability, big data handling and machine learning approaches to process high dimensional, heterogeneous and spatiotemporal data

Emerging Research in Data Engineering Systems and Computer Communications Book

Emerging Research in Data Engineering Systems and Computer Communications


  • Author : P. Venkata Krishna
  • Publisher : Springer Nature
  • Release Date : 2020-02-10
  • Genre: Computers
  • Pages : 694
  • ISBN 10 : 9789811501357

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Emerging Research in Data Engineering Systems and Computer Communications Excerpt :

This book gathers selected papers presented at the 2nd International Conference on Computing, Communications and Data Engineering, held at Sri Padmavati Mahila Visvavidyalayam, Tirupati, India from 1 to 2 Feb 2019. Chiefly discussing major issues and challenges in data engineering systems and computer communications, the topics covered include wireless systems and IoT, machine learning, optimization, control, statistics, and social computing.

Smart Meter Data Analytics Book

Smart Meter Data Analytics


  • Author : Yi Wang
  • Publisher : Springer Nature
  • Release Date : 2020-02-24
  • Genre: Business & Economics
  • Pages : 293
  • ISBN 10 : 9789811526244

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Smart Meter Data Analytics Excerpt :

This book aims to make the best use of fine-grained smart meter data to process and translate them into actual information and incorporated into consumer behavior modeling and distribution system operations. It begins with an overview of recent developments in smart meter data analytics. Since data management is the basis of further smart meter data analytics and its applications, three issues on data management, i.e., data compression, anomaly detection, and data generation, are subsequently studied. The following works try to model complex consumer behavior. Specific works include load profiling, pattern recognition, personalized price design, socio-demographic information identification, and household behavior coding. On this basis, the book extends consumer behavior in spatial and temporal scale. Works such as consumer aggregation, individual load forecasting, and aggregated load forecasting are introduced. We hope this book can inspire readers to define new problems, apply novel methods, and obtain interesting results with massive smart meter data or even other monitoring data in the power systems.

Smart Grid Using Big Data Analytics Book

Smart Grid Using Big Data Analytics


  • Author : Robert C. Qiu
  • Publisher : John Wiley & Sons
  • Release Date : 2017-04-17
  • Genre: Technology & Engineering
  • Pages : 632
  • ISBN 10 : 9781118494059

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Smart Grid Using Big Data Analytics Excerpt :

This book is aimed at students in communications and signal processing who want to extend their skills in the energy area. It describes power systems and why these backgrounds are so useful to smart grid, wireless communications being very different to traditional wireline communications.

Big Data Analytics in Future Power Systems Book

Big Data Analytics in Future Power Systems


  • Author : Ahmed F. Zobaa
  • Publisher : CRC Press
  • Release Date : 2018-08-14
  • Genre: Science
  • Pages : 174
  • ISBN 10 : 9781351601283

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Big Data Analytics in Future Power Systems Excerpt :

Power systems are increasingly collecting large amounts of data due to the expansion of the Internet of Things into power grids. In a smart grids scenario, a huge number of intelligent devices will be connected with almost no human intervention characterizing a machine-to-machine scenario, which is one of the pillars of the Internet of Things. The book characterizes and evaluates how the emerging growth of data in communications networks applied to smart grids will impact the grid efficiency and reliability. Additionally, this book discusses the various security concerns that become manifest with Big Data and expanded communications in power grids. Provide a general description and definition of big data, which has been gaining significant attention in the research community. Introduces a comprehensive overview of big data optimization methods in power system. Reviews the communication devices used in critical infrastructure, especially power systems; security methods available to vet the identity of devices; and general security threats in CI networks. Presents applications in power systems, such as power flow and protection. Reviews electricity theft concerns and the wide variety of data-driven techniques and applications developed for electricity theft detection.

Smart Grid Technology Book

Smart Grid Technology


  • Author : Sudip Misra
  • Publisher : Cambridge University Press
  • Release Date : 2018-07-12
  • Genre: Computers
  • Pages : 270
  • ISBN 10 : 9781108475204

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Smart Grid Technology Excerpt :

Discusses concepts of smart grid technologies, from the perspective of integration with cloud computing and data management approaches.

Smart Grid using Big Data Analytics Book

Smart Grid using Big Data Analytics


  • Author : Robert C. Qiu
  • Publisher : John Wiley & Sons
  • Release Date : 2017-01-23
  • Genre: Technology & Engineering
  • Pages : 632
  • ISBN 10 : 9781118716809

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Smart Grid using Big Data Analytics Excerpt :

This book is aimed at students in communications and signal processing who want to extend their skills in the energy area. It describes power systems and why these backgrounds are so useful to smart grid, wireless communications being very different to traditional wireline communications.

New Horizons for a Data Driven Economy Book

New Horizons for a Data Driven Economy


  • Author : José María Cavanillas
  • Publisher : Springer
  • Release Date : 2016-04-04
  • Genre: Computers
  • Pages : 303
  • ISBN 10 : 9783319215693

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New Horizons for a Data Driven Economy Excerpt :

In this book readers will find technological discussions on the existing and emerging technologies across the different stages of the big data value chain. They will learn about legal aspects of big data, the social impact, and about education needs and requirements. And they will discover the business perspective and how big data technology can be exploited to deliver value within different sectors of the economy. The book is structured in four parts: Part I “The Big Data Opportunity” explores the value potential of big data with a particular focus on the European context. It also describes the legal, business and social dimensions that need to be addressed, and briefly introduces the European Commission’s BIG project. Part II “The Big Data Value Chain” details the complete big data lifecycle from a technical point of view, ranging from data acquisition, analysis, curation and storage, to data usage and exploitation. Next, Part III “Usage and Exploitation of Big Data” illustrates the value creation possibilities of big data applications in various sectors, including industry, healthcare, finance, energy, media and public services. Finally, Part IV “A Roadmap for Big Data Research” identifies and prioritizes the cross-sectorial requirements for big data research, and outlines the most urgent and challenging technological, economic, political and societal issues for big data in Europe. This compendium summarizes more than two years of work performed by a leading group of major European research centers and industries in the context of the BIG project. It brings together research findings, forecasts and estimates related to this challenging technological context that is becoming the major axis of the new digitally transformed business environment.

Smart Grid and Enabling Technologies Book

Smart Grid and Enabling Technologies


  • Author : Shady S. Refaat
  • Publisher : John Wiley & Sons
  • Release Date : 2021-08-16
  • Genre: Science
  • Pages : 512
  • ISBN 10 : 9781119422310

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Smart Grid and Enabling Technologies Excerpt :

SMART GRID AND ENABLING TECHNOLOGIES Discover foundational topics in smart grid technology as well as an exploration of the current and future state of the industry As the relationship between fossil fuel use and climate change becomes ever clearer, the search is on for reliable, renewable and less harmful sources of energy. Sometimes called the “electronet” or the “energy Internet,” smart grids promise to integrate renewable energy, information, and communication technologies with the existing electrical grid and deliver electricity more efficiently and reliably. Smart Grid and Enabling Technologies delivers a complete vision of smart grid technology and applications, including foundational and fundamental technologies, the technology that enables smart grids, the current state of the industry, and future trends in smart energy. The book offers readers thorough discussions of modern smart grid technology, including advanced metering infrastructure, net zero energy buildings, and communication, data management, and networks in smart grids. The accomplished authors also discuss critical challenges and barriers facing the smart grid industry as well as trends likely to be of importance in its future development. Readers will also benefit from the inclusion of: A thorough introduction to smart grid architecture, including traditional grids, the fundamentals of electric power, definitions and classifications of smart grids, and the components of smart grid technology An exploration of the opportunities and challenges posed by renewable energy integration Practical discussions of power electronics in the smart grid, including power electronics converters for distributed generation, flexible alternating current transmission systems, and high voltage direct current transmission systems An analysis of distributed generation Perfect for scientists, researchers, engineers, graduate students, and senior undergraduate students studying and working with electrical power

From Smart Grid to Internet of Energy Book

From Smart Grid to Internet of Energy


  • Author : Ersan Kabalci
  • Publisher : Academic Press
  • Release Date : 2019-07-30
  • Genre: Technology & Engineering
  • Pages : 376
  • ISBN 10 : 9780128197110

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From Smart Grid to Internet of Energy Excerpt :

From Smart Grid to Internet of Energy covers novel and emerging metering and monitoring technologies, communication systems, and technologies in smart grid areas to present a valuable reference for readers from various engineering backgrounds. Considering relevant topics on the essentials of smart grids and emerging wireless communication systems, such as IEEE 802.15.4 based novel technologies, cognitive radio networks and Internet of Energy, this book offers a discussion on the emerging trends and research direction for communication technologies. The book includes research concepts and visualization of smart grids and related communication technologies, making it a useful book for practicing network engineers. Includes global case studies and examples of communications systems integrated with smart grids Presents literature surveys for a wide variety of smart grids, wired and wireless communication technologies, big data, privacy and security Covers all aspects of IoE systems and discusses the differences between IoE and Smart Grids