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Big Data Application In Power Systems


Author : Reza Arghandeh
language : en
Publisher: Elsevier
Release Date : 2017-11-27

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Download Big Data Application In Power Systems written by Reza Arghandeh and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-11-27 with Science categories.


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

Understanding Big Data Analytics For Enterprise Class Hadoop And Streaming Data


Author : Paul Zikopoulos
language : en
Publisher: McGraw Hill Professional
Release Date : 2011-10-22

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Download Understanding Big Data Analytics For Enterprise Class Hadoop And Streaming Data written by Paul Zikopoulos and has been published by McGraw Hill Professional this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-10-22 with Computers categories.


Big Data represents a new era in data exploration and utilization, and IBM is uniquely positioned to help clients navigate this transformation. This book reveals how IBM is leveraging open source Big Data technology, infused with IBM technologies, to deliver a robust, secure, highly available, enterprise-class Big Data platform. The three defining characteristics of Big Data--volume, variety, and velocity--are discussed. You'll get a primer on Hadoop and how IBM is hardening it for the enterprise, and learn when to leverage IBM InfoSphere BigInsights (Big Data at rest) and IBM InfoSphere Streams (Big Data in motion) technologies. Industry use cases are also included in this practical guide. Learn how IBM hardens Hadoop for enterprise-class scalability and reliability Gain insight into IBM's unique in-motion and at-rest Big Data analytics platform Learn tips and tricks for Big Data use cases and solutions Get a quick Hadoop primer

Big Data For Dummies


Author : Judith S. Hurwitz
language : en
Publisher: John Wiley & Sons
Release Date : 2013-04-02

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Download Big Data For Dummies written by Judith S. Hurwitz and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-04-02 with Computers categories.


Find the right big data solution for your business ororganization Big data management is one of the major challenges facingbusiness, industry, and not-for-profit organizations. Data setssuch as customer transactions for a mega-retailer, weather patternsmonitored by meteorologists, or social network activity can quicklyoutpace the capacity of traditional data management tools. If youneed to develop or manage big data solutions, you'll appreciate howthese four experts define, explain, and guide you through this newand often confusing concept. You'll learn what it is, why itmatters, and how to choose and implement solutions that work. Effectively managing big data is an issue of growing importanceto businesses, not-for-profit organizations, government, and ITprofessionals Authors are experts in information management, big data, and avariety of solutions Explains big data in detail and discusses how to select andimplement a solution, security concerns to consider, data storageand presentation issues, analytics, and much more Provides essential information in a no-nonsense,easy-to-understand style that is empowering Big Data For Dummies cuts through the confusion and helpsyou take charge of big data solutions for your organization.

Signal Processing Of Power Quality Disturbances


Author : Math H. J. Bollen
language : en
Publisher: John Wiley & Sons
Release Date : 2006-08-04

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Download Signal Processing Of Power Quality Disturbances written by Math H. J. Bollen and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-08-04 with Technology & Engineering categories.


Bridging the gap between power quality and signal processing This innovative new text brings together two leading experts, onefrom signal processing and the other from power quality. Combiningtheir fields of expertise, they set forth and investigate varioustypes of power quality disturbances, how measurements of thesedisturbances are processed and interpreted, and, finally, the useand interpretation of power quality standards documents. As a practical aid to readers, the authors make a clear distinctionbetween two types of power quality disturbances: * Variations: disturbances that are continuously present * Events: disturbances that occur occasionally A complete analysis and full set of tools are provided for eachtype of disturbance: * Detailed examination of the origin of the disturbance * Signal processing measurement techniques, including advancedtechniques and those techniques set forth in standardsdocuments * Interpretation and analysis of measurement data * Methods for further processing the features extracted from thesignal processing into site and system indices The depth of coverage is outstanding: the authors present andanalyze material that is not covered in the standards nor found inthe scientific literature. This text is intended for two groups of readers: students andresearchers in power engineering who need to use signal processingtechniques for power system applications, and students andresearchers in signal processing who need to perform power systemdisturbance analyses and diagnostics. It is also highly recommendedfor any engineer or utility professional involved in power qualitymonitoring.

Power Systems Signal Processing For Smart Grids


Author : Paulo Fernando Ribeiro
language : en
Publisher: John Wiley & Sons
Release Date : 2013-09-20

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Download Power Systems Signal Processing For Smart Grids written by Paulo Fernando Ribeiro and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-09-20 with Technology & Engineering categories.


With special relation to smart grids, this book provides clearand comprehensive explanation of how Digital Signal Processing(DSP) and Computational Intelligence (CI) techniques can be appliedto solve problems in the power system. Its unique coverage bridges the gap between DSP, electricalpower and energy engineering systems, showing many differenttechniques applied to typical and expected system conditions withpractical power system examples. Surveying all recent advances on DSP for power systems, thisbook enables engineers and researchers to understand the currentstate of the art and to develop new tools. It presents: an overview on the power system and electric signals, withdescription of the basic concepts of DSP commonly found in powersystem problems the application of several signal processing tools to problems,looking at power signal estimation and decomposition, patternrecognition techniques, detection of the power system signalvariations description of DSP in relation to measurements, power quality,monitoring, protection and control, and wide area monitoring a companion website with real signal data, several Matlab codeswith examples, DSP scripts and samples of signals for furtherprocessing, understanding and analysis Practicing power systems engineers and utility engineers willfind this book invaluable, as will researchers of electrical powerand energy systems, postgraduate electrical engineering students,and staff at utility companies.

Renewable Energy Integration


Author : Lawrence E. Jones
language : en
Publisher: Academic Press
Release Date : 2014-06-12

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Download Renewable Energy Integration written by Lawrence E. Jones and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-06-12 with Technology & Engineering categories.


Renewable Energy Integration is a ground-breaking new resource - the first to offer a distilled examination of the intricacies of integrating renewables into the power grid and electricity markets. It offers informed perspectives from internationally renowned experts on the challenges to be met and solutions based on demonstrated best practices developed by operators around the world. The book's focus on practical implementation of strategies provides real-world context for theoretical underpinnings and the development of supporting policy frameworks. The book considers a myriad of wind, solar, wave and tidal integration issues, thus ensuring that grid operators with low or high penetration of renewable generation can leverage the victories achieved by their peers. Renewable Energy Integration highlights, carefully explains, and illustrates the benefits of advanced technologies and systems for coping with variability, uncertainty, and flexibility. Lays out the key issues around the integration of renewables into power grids and markets, from the intricacies of operational and planning considerations, to supporting regulatory and policy frameworks Provides global case studies that highlight the challenges of renewables integration and present field-tested solutions Illustrates enabling and disruptive technologies to support the management of variability, uncertainty and flexibility

Big Data Analytics In Future Power Systems


Author : Ahmed F. Zobaa
language : en
Publisher: CRC Press
Release Date : 2018-08-30

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Download Big Data Analytics In Future Power Systems written by Ahmed F. Zobaa and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-08-30 with Science categories.


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.