Big Data Analytics Strategies for the Smart Grid
Title | Big Data Analytics Strategies for the Smart Grid PDF eBook |
Author | Carol L. Stimmel |
Publisher | CRC Press |
Total Pages | 252 |
Release | 2016-04-19 |
Genre | Computers |
ISBN | 1482218291 |
A comprehensive data analytics program is the only way utilities will be able to meet the challenges of modern grids with operational efficiency, while reconciling the demands of greenhouse gas legislation, and establishing a meaningful return on investment from smart grid deployments. This book addresses the requirements for applying big data technologies and approaches, including Big Data cybersecurity, to the critical infrastructure that makes up the electrical utility grid.
Data Analytics for Smart Grids Applications—A Key to Smart City Development
Title | Data Analytics for Smart Grids Applications—A Key to Smart City Development PDF eBook |
Author | Devendra Kumar Sharma |
Publisher | Springer Nature |
Total Pages | 466 |
Release | 2024-01-03 |
Genre | Computers |
ISBN | 3031460928 |
This book introduces big data analytics and corresponding applications in smart grids. The characterizations of big data, smart grids as well as a huge amount of data collection are first discussed as a prelude to illustrating the motivation and potential advantages of implementing advanced data analytics in smart grids. Basic concepts and the procedures of typical data analytics for general problems are also discussed. The advanced applications of different data analytics in smart grids are addressed as the main part of this book. By dealing with a huge amount of data from electricity networks, meteorological information system, geographical information system, etc., many benefits can be brought to the existing power system and improve customer service as well as social welfare in the era of big data. However, to advance the applications of big data analytics in real smart grids, many issues such as techniques, awareness, and synergies have to be overcome. This book provides deployment of semantic technologies in data analysis along with the latest applications across the field such as smart grids.
Smart Grid using Big Data Analytics
Title | Smart Grid using Big Data Analytics PDF eBook |
Author | Robert C. Qiu |
Publisher | John Wiley & Sons |
Total Pages | 626 |
Release | 2017-04-17 |
Genre | Technology & Engineering |
ISBN | 1118494059 |
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 Strategies for the Smart Grid
Title | Big Data Analytics Strategies for the Smart Grid PDF eBook |
Author | Carol L. Stimmel |
Publisher | CRC Press |
Total Pages | 258 |
Release | 2016-04-19 |
Genre | Computers |
ISBN | 1040074405 |
A comprehensive data analytics program is the only way utilities will be able to meet the challenges of modern grids with operational efficiency, while reconciling the demands of greenhouse gas legislation, and establishing a meaningful return on investment from smart grid deployments. This book addresses the requirements for applying big data technologies and approaches, including Big Data cybersecurity, to the critical infrastructure that makes up the electrical utility grid.
Big Data Application in Power Systems
Title | Big Data Application in Power Systems PDF eBook |
Author | Reza Arghandeh |
Publisher | Elsevier |
Total Pages | 450 |
Release | 2024-07-01 |
Genre | Technology & Engineering |
ISBN | 0443219516 |
Big Data Application in Power Systems, Second Edition presents a thorough update of the previous volume, providing readers with step-by-step guidance in big data analytics utilization for power system diagnostics, operation, and control. Bringing back a team of global experts and drawing on fresh, emerging perspectives, this book provides cutting-edge advice for meeting today’s challenges in this rapidly accelerating area of power engineering. Divided into three parts, this book begins by breaking down the big picture for electric utilities, before zooming in to examine theoretical problems and solutions in detail. Finally, the third section provides case studies and applications, demonstrating solution troubleshooting and design from a variety of perspectives and for a range of technologies. Readers will develop new strategies and techniques for leveraging data towards real-world outcomes. Including five brand new chapters on emerging technological solutions, Big Data Application in Power Systems, Second Edition remains an essential resource for the reader aiming to utilize the potential of big data in the power systems of the future. Provides a total refresh to include the most up-to-date research, developments, and challenges Focuses on practical techniques, including rapidly modernizing monitoring systems, measurement data availability, big data handling and machine learning approaches for processing high dimensional, heterogeneous, and spatiotemporal data Engages with cross-disciplinary lessons, drawing on the impact of intersectional technology including statistics, computer science, and bioinformatics Includes five brand new chapters on hot topics, ranging from uncertainty decision-making to features, selection methods, and the opportunities provided by social network data
Smart Grid Technology
Title | Smart Grid Technology PDF eBook |
Author | Sudip Misra |
Publisher | Cambridge University Press |
Total Pages | 277 |
Release | 2018-07-12 |
Genre | Computers |
ISBN | 1108475205 |
Discusses concepts of smart grid technologies, from the perspective of integration with cloud computing and data management approaches.
Smart Grids and Big Data Analytics for Smart Cities
Title | Smart Grids and Big Data Analytics for Smart Cities PDF eBook |
Author | Chun Sing Lai |
Publisher | Springer Nature |
Total Pages | 403 |
Release | 2020-10-31 |
Genre | Technology & Engineering |
ISBN | 3030521559 |
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.