Big Data Analytics Strategies for the Smart Grid


Author: Carol L. Stimmel
Publisher: CRC Press
ISBN: 1482218291
Category: Computers
Page: 256
View: 3941
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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 Analytics Strategies for the Smart Grid addresses the needs of applying big data technologies and approaches, including Big Data cybersecurity, to the critical infrastructure that makes up the electrical utility grid. It supplies industry stakeholders with an in-depth understanding of the engineering, business, and customer domains within the power delivery market. The book explores the unique needs of electrical utility grids, including operational technology, IT, storage, processing, and how to transform grid assets for the benefit of both the utility business and energy consumers. It not only provides specific examples that illustrate how analytics work and how they are best applied, but also describes how to avoid potential problems and pitfalls. Discussing security and data privacy, it explores the role of the utility in protecting their customers’ right to privacy while still engaging in forward-looking business practices. The book includes discussions of: SAS for asset management tools The AutoGrid approach to commercial analytics Space-Time Insight’s work at the California ISO (CAISO) This book is an ideal resource for mid- to upper-level utility executives who need to understand the business value of smart grid data analytics. It explains critical concepts in a manner that will better position executives to make the right decisions about building their analytics programs. At the same time, the book provides sufficient technical depth that it is useful for data analytics professionals who need to better understand the nuances of the engineering and business challenges unique to the utilities industry.

Standard Handbook for Electrical Engineers, Seventeenth Edition


Author: Surya Santoso,H. Wayne Beaty
Publisher: McGraw Hill Professional
ISBN: 1259642593
Category: Technology & Engineering
Page: 1633
View: 2864
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Up-to-date coverage of every facet of electric power in a single volume This fully revised, industry-standard resource offers practical details on every aspect of electric power engineering. The book contains in-depth discussions from more than 100 internationally recognized experts. Generation, transmission, distribution, operation, system protection, and switchgear are thoroughly explained. Standard Handbook for Electrical Engineers, Seventeenth Edition, features brand-new sections on measurement and instrumentation, interconnected power grids, smart grids and microgrids, wind power, solar and photovoltaic power generation, electric machines and transformers, power system analysis, operations, stability and protection, and the electricity market. Coverage includes: •Units, symbols, constants, definitions, and conversion factors •Measurement and instrumentation •Properties of materials •Interconnected power grids •AC and DC power transmission •Power distribution •Smart grids and microgrids •Wind power generation •Solar power generation and energy storage •Substations and switch gear •Power transformers, generators, motors, and drives •Power electronics •Power system analysis, operations, stability, and protection •Electricity markets •Power quality and reliability •Lightning and overvoltage protection •Computer applications in the electric power industry •Standards in electrotechnology, telecommunications, and IT

Building Smart Cities

Analytics, ICT, and Design Thinking
Author: Carol L. Stimmel
Publisher: CRC Press
ISBN: 1498702775
Category: Computers
Page: 290
View: 7355
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The term "smart city" defines the new urban environment, one that is designed for performance through information and communication technologies. Given that the majority of people across the world will live in urban environments within the next few decades, it's not surprising that massive effort and investment is being placed into efforts to devel

Smart Grid using Big Data Analytics

A Random Matrix Theory Approach
Author: Robert C. Qiu,Paul Antonik
Publisher: John Wiley & Sons
ISBN: 1118716809
Category: Technology & Engineering
Page: 632
View: 7299
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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 Technologies and Innovation for a Sustainable Future


Author: Ahmed Al-Masri
Publisher: Springer
ISBN: 3030016595
Category:
Page: N.A
View: 6663
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Exploring the Convergence of Big Data and the Internet of Things


Author: Prasad, A.V. Krishna
Publisher: IGI Global
ISBN: 1522529489
Category: Computers
Page: 332
View: 1185
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The growth of Internet use and technologies has increased exponentially within the business sector. When utilized properly, these applications can enhance business functions and make them easier to perform. Exploring the Convergence of Big Data and the Internet of Things is a pivotal reference source featuring the latest empirical research on the business use of computing devices to send and receive data in conjunction with analytic applications to reduce maintenance costs, avoid equipment failures, and improve business operations. Including research on a broad range of topics such as supply chain, aquaculture, and speech recognition systems, this book is ideally designed for researchers, academicians, and practitioners seeking current research on various technology uses in business.

Understanding Big Data: Analytics for Enterprise Class Hadoop and Streaming Data


Author: IBM Paul Zikopoulos,Chris Eaton,Paul Zikopoulos
Publisher: McGraw Hill Professional
ISBN: 0071790535
Category: Computers
Page: 176
View: 4272
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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 Analytics for Connected Vehicles and Smart Cities


Author: Bob McQueen
Publisher: Artech House
ISBN: 1630814741
Category: Computers
Page: 280
View: 5091
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This practical new book presents the application of “big data” analytics to connected vehicles, smart cities, and transportation systems. This book enables transportation professionals to understand how data analytics can and will expand the design and engineering of connected vehicles and smart cities. Readers find extensive case studies and examples that provide a strong framework focusing on practical application of data sciences and analytic tools for actual projects in the field. Both federal and private sector investments have a strong interest in the connected vehicle and this book discusses the impact this has on transportation. This book defines urban analytics and modeling, incentives and governance, mobility networks, energy networks, and other attributes and elements that craft a smart city. Readers learn how smart cities impact the application of advanced technologies in urban areas. This book explains how recently passed transportation legislation for the US has a specific emphasis on the use of data for performance management.

Smart Cities

Foundations, Principles, and Applications
Author: Houbing Song,Ravi Srinivasan,Tamim Sookoor,Sabina Jeschke
Publisher: John Wiley & Sons
ISBN: 1119226392
Category: Social Science
Page: 912
View: 6073
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Cyber physical systems in smart cities : mastering technological, economic and social challenges / Martina Fromhold-Eisebith -- Big data analytics processes and platforms facilitating smart cities / Pethuru Raj, Sathish A.P Kumar -- Multi-scale computing for a sustainable built environment / Massimiliano Manfren -- Autonomous radios and open spectrum in smart cities / Corey D. Cooke, Adam L. Anderson -- Mobile crowdsensing for smart cities / Chandreyee Chowdhury, Sarbani Roy -- Wide-area monitoring and control of smart energy CPS / Nilanjan Ray Chaudhuri -- Smart technologies and vehicle-to-x (V2X) infrastructures for smart mobility cities / Bernard Fong, Lixin Situ, A. C. M. Fong -- Smart ecology of cities : integrating development impacts on ecosystem services / Marc Morrison, Ravi Srinivasan, Cynnamon Dobbs -- Data driven modeling, control and tools for smart cities / Madhur Behl, Rahul Mangharam -- Bringing named data networks into smart cities / Syed Hassan Ahmed, Safdar Hussain Bouk, Dongkyun Kim, Mahasweta Sarkar -- Human context sensing in smart cities / Juhi Ranjan, Kamin Whitehouse -- Smart cities and the symbiotic relationship between citizen engagement and smart governance / Tori Onker -- Smart economic development / Madhavi Venkatesan -- Managing the cyber security life-cycle of smart cities / Mridul Sankar Barik, Anirban Sengupta, Chandan Mazumdar -- Mobility as a service / Christopher Expósito-Izquierdo, Airam Expósito-Márquez, Julio Brito-Santana -- Clustering and fuzzy reasoning as data mining methods for the development of retrofit strategies for building stocks / Philipp Geyer, Arno Schlüter -- A framework to achieve large scale energy savings for building stocks through targeted occupancy interventions / Aslihan Karatas, Allisandra Stoiko, Carol Menassa -- Smart cities sustainability assessment : balancing social, economic, and environmental performance / Ali Komeily, Ravi Srinivasan -- Resilient electric grid for smart cities / Jiankang Wang -- Smart energy and grid : novel approaches for the efficient generation, storage and usage of energy in the smart home and the smart grid link-up / Julian Prass, Johannes Weber, Sebastian Staub, Johannes Bürner, Ralf Böhm, Thomas Braun, Moritz Hein, Markus Michl, Michael Beck, Jörg Franke -- Building cyber-physical systems : a smart building use case / Jupiter Bakakeu, Franziska Schäfer, Jochen Bauer, Markus Michl, Jörg Franke -- Climate resilience and the design of smart buildings / Saranya Gunasingh, Nora Wang, Doug Alh, Scott Schuetter -- Smart audio sensing based HVAC monitoring / Nirjon Shahriar, Ravi Srinivasan, Tamim Sookoor -- Smart lighting / Jie Lian -- Large-scale air quality monitoring in smart and sustainable cities / Xiaofan Jiang -- The smart city production system / Patrick Hennelly, Roy Meriton, Gary Graham, Jag Srai -- Smart health monitoring using smart systems / Carl Chalmers -- Significance of automated driving in japan / Sadayuki Tsugawa -- Environment-assisted vehicular data in smart city / Wei Chang, Huanyang Zheng, Jie Wu, Chiu C. Tan, and Haibin Ling

Data Science and Big Data Analytics

Discovering, Analyzing, Visualizing and Presenting Data
Author: EMC Education Services
Publisher: John Wiley & Sons
ISBN: 1118876059
Category: Computers
Page: 432
View: 942
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Data Science and Big Data Analytics is about harnessing the power of data for new insights. The book covers the breadth of activities and methods and tools that Data Scientists use. The content focuses on concepts, principles and practical applications that are applicable to any industry and technology environment, and the learning is supported and explained with examples that you can replicate using open-source software. This book will help you: Become a contributor on a data science team Deploy a structured lifecycle approach to data analytics problems Apply appropriate analytic techniques and tools to analyzing big data Learn how to tell a compelling story with data to drive business action Prepare for EMC Proven Professional Data Science Certification Corresponding data sets are available at www.wiley.com/go/9781118876138. Get started discovering, analyzing, visualizing, and presenting data in a meaningful way today!