Forecasting of Smart Meters Energy Consumption for Data Analytics and Grid Monitoring

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26220%2F22%3APU145303" target="_blank" >RIV/00216305:26220/22:PU145303 - isvavai.cz</a>
Result on the web
<a href="https://ieeexplore.ieee.org/document/9814101" target="_blank" >https://ieeexplore.ieee.org/document/9814101</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/EPE54603.2022.9814101" target="_blank" >10.1109/EPE54603.2022.9814101</a>

Result language
angličtina
Original language name
Forecasting of Smart Meters Energy Consumption for Data Analytics and Grid Monitoring
Original language description
Using data from smart meters for billing issue is an obvious application of Smart Metering. But focusing on smart metering data analytics for grid monitoring and automation is missing. The paper focuses on possibilities of using data from smart meters for data analytics and grid monitoring (Smart Metering application beyond billing data). The paper deals with two use cases for which the prediction and forecasting of energy consumption is crucial. The first use case is the estimated consumption and energy values for grid monitoring (possibility to forecast energy values for predicted potential events) and the second use case is to compare the consumption of all Smart Meters in the particular location with the measurement of total consumption in the substation (sum of all consumptions - black consumption identification or protection of energy grid during various disturbances). Counting data from non-communicating electricity meters is necessary for grid monitoring and ability to measure all electrical values in synchronized power system measurements.
Czech name
—
Czech description
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Project
<a href="/en/project/TK02030146" target="_blank" >TK02030146: System for monitoring and management of the smart electricity grid of smart cities</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year
2022
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
Proceedings of the 2022 22nd International Scientific Conference on Electric Power Engineering (EPE)
ISBN
978-1-6654-1056-4
ISSN
—
e-ISSN
—
Number of pages
5
Pages from-to
225-229
Publisher name
VSB – Technical University of Ostrava
Place of publication
Ostrava, Czech Republic
Event location
Kouty nad Desnou
Event date
Jun 8, 2022
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000863000100044

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