TY - BOOK AU - Zobaa,Ahmed F. AU - Bihl,Trevor J. ED - Taylor and Francis. TI - Big Data Analytics in Future Power Systems SN - 9781315105499 AV - TK3105 U1 -  621.310285/57 PY - 2018/// CY - Boca Raton, FL PB - CRC Press KW - Smart power grids KW - Data processing KW - Big data KW - Electric power systems KW - TECHNOLOGY & ENGINEERING / Power Resources / Electrical KW - bisacsh KW - TECHNOLOGY & ENGINEERING / Sensors KW - Communications networks KW - Electricity theft detection KW - Grid efficiency KW - Grid reliability KW - Optimization methods KW - Power flow KW - Security methods KW - Security threats KW - Smart grids KW - Electronic books N1 - Includes bibliographical references and index; Introduction. Big Data Application and Analytics in a Large-Scale Power System. The Role of Big Data in Smart Grid Communications. Big Data Optimization in Electric Power Systems: A Review. Security Methods for Critical Infrastructure Communications. Data-Mining Methods for Electricity Theft Detection Unit Commitment Control of Smart Grids. A New Transformer Differential Protection Algorithm Based on Data Pattern Recognition; Also available in print format N2 - 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 UR - https://www.taylorfrancis.com/books/9781315105499 ER -