Review of Smart Meter Data Analytics: Applications, Methodologies, and Challenges
نویسندگان
چکیده
منابع مشابه
Review of Smart Meter Data Analytics: Applications, Methodologies, and Challenges
The widespread popularity of smart meters enables an immense amount of fine-grained electricity consumption data to be collected. Meanwhile, the deregulation of the power industry, particularly on the delivery side, has continuously been moving forward worldwide. How to employ massive smart meter data to promote and enhance the efficiency and sustainability of the power grid is a pressing issue...
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Today smart meters are increasingly used in worldwide. Smart meters are the advanced meters capable of measuring customer energy consumption at a fine-grained time interval, e.g., every 15 minutes. The data are very sizable, and might be from different sources, along with the other social-economic metrics such as the geographic information of meters, the information about users and their proper...
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Smart electricity meters have been replacing conventional meters worldwide, enabling automated collection of fine-grained (every 15 minutes or hourly) consumption data. A variety of smart meter analytics algorithms and applications have been proposed, mainly in the smart grid literature, but the focus thus far has been on what can be done with the data rather than how to do it efficiently. In t...
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The smart meter is an important intelligent device on the Smart Grid that has the capability to report information related to power consumption, billing and other significant readings. The protection of smart meter communications against attacks is essential to ensure reliable operations of the Smart Grid. In this paper, we give an overview of smart meter applications, and we discuss the securi...
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Smart meters are increasingly used worldwide. Smart meters are the advanced meters capable of measuring energy consumption at a fine-grained time interval, e.g., every 15 minutes. Smart meter data are typically bundled with social economic data in analytics, such as meter geographic locations, weather conditions and user information, which makes the data sets very sizable and the analytics comp...
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ژورنال
عنوان ژورنال: IEEE Transactions on Smart Grid
سال: 2019
ISSN: 1949-3053,1949-3061
DOI: 10.1109/tsg.2018.2818167