Smart Meter Data Analytics - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Smart Meter Data Analytics write by Yi Wang. This book was released on 2020-02-24. Smart Meter Data Analytics available in PDF, EPUB and Kindle. 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 Meter Data Analytics
Smart Meter Data Analytics - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Smart Meter Data Analytics write by Yi Wang. This book was released on 2020. Smart Meter Data Analytics available in PDF, EPUB and Kindle.
Energy Data Analytics for Smart Meter Data
Energy Data Analytics for Smart Meter Data - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Energy Data Analytics for Smart Meter Data write by Andreas Reinhardt. This book was released on 2021-09-23. Energy Data Analytics for Smart Meter Data available in PDF, EPUB and Kindle. The principal advantage of smart electricity meters is their ability to transfer digitized electricity consumption data to remote processing systems. The data collected by these devices make the realization of many novel use cases possible, providing benefits to electricity providers and customers alike. This book includes 14 research articles that explore and exploit the information content of smart meter data, and provides insights into the realization of new digital solutions and services that support the transition towards a sustainable energy system. This volume has been edited by Andreas Reinhardt, head of the Energy Informatics research group at Technische Universität Clausthal, Germany, and Lucas Pereira, research fellow at Técnico Lisboa, Portugal.
Advanced Data Analytics for Power Systems
Advanced Data Analytics for Power Systems - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Advanced Data Analytics for Power Systems write by Ali Tajer. This book was released on 2021-04-08. Advanced Data Analytics for Power Systems available in PDF, EPUB and Kindle. Experts in data analytics and power engineering present techniques addressing the needs of modern power systems, covering theory and applications related to power system reliability, efficiency, and security. With topics spanning large-scale and distributed optimization, statistical learning, big data analytics, graph theory, and game theory, this is an essential resource for graduate students and researchers in academia and industry with backgrounds in power systems engineering, applied mathematics, and computer science.
Smart Grid Analytics for Sustainability and Urbanization
Smart Grid Analytics for Sustainability and Urbanization - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Smart Grid Analytics for Sustainability and Urbanization write by Gontar, Zbigniew H.. This book was released on 2018-06-27. Smart Grid Analytics for Sustainability and Urbanization available in PDF, EPUB and Kindle. 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.
