Creating Domestic Building Thermal Performance Ratings Using Smart Meter Data
نویسندگان
چکیده
منابع مشابه
Streamlining Smart Meter Data Analytics
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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Existing electricity market segmentation analysis techniques only make use of limited consumption statistics (usually averages and variances). In this paper we use power demand distributions (PDDs) obtained from fine-grain smart meter data to perform market segmentation based on distributional clustering. We apply this approach to mining 8 months of readings from about 1000 US Google employees.
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Due to limited metering infrastructure, distribution grids are currently challenged by observability issues. On the other hand, smart meter data, including local voltage magnitudes and power injections, are communicated to the utility operator from grid buses with renewable generation and demand-response programs. This work employs grid data from metered buses towards inferring the underlying g...
متن کاملSolution to Utilization of Smart Meter Data
Since the Great East Japan Earthquake, when energy supply and balance issues began to attract public attention, various power saving approaches have taken root in our life. Besides human factor-related approaches such as turning off switches when electrical appliances are not in use and changing the temperature settings of air conditioners, solutions based on digital judgment are needed, such a...
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ژورنال
عنوان ژورنال: Buildings and Cities
سال: 2020
ISSN: 2632-6655
DOI: 10.5334/bc.7