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Books > Professional & Technical > Energy technology & engineering > Electrical engineering > Power generation & distribution
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Big Data Analytics in Future Power Systems (Paperback)
Loot Price: R1,489
Discovery Miles 14 890
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Big Data Analytics in Future Power Systems (Paperback)
Expected to ship within 10 - 15 working days
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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. Provide a general description and definition of big
data, which has been gaining significant attention in the research
community. Introduces a comprehensive overview of big data
optimization methods in power system. Reviews the communication
devices used in critical infrastructure, especially power systems;
security methods available to vet the identity of devices; and
general security threats in CI networks. Presents applications in
power systems, such as power flow and protection. Reviews
electricity theft concerns and the wide variety of data-driven
techniques and applications developed for electricity theft
detection.
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