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

Kód výsledku v 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>

Výsledek na webu

<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>

Jazyk výsledku

angličtina

Název v původním jazyce

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

Popis výsledku v původním jazyce

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.

Název v anglickém jazyce

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

Popis výsledku anglicky

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.

Druh

D - Stať ve sborníku

CEP obor

—

OECD FORD obor

20203 - Telecommunications

Projekt

<a href="/cs/project/TK02030146" target="_blank" >TK02030146: Inovativní systém řízení a monitoringu nn a vn napěťových hladin energetických sítí chytrých měst</a><br>

Návaznosti

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Rok uplatnění

2022

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název statě ve sborníku

Proceedings of the 2022 22nd International Scientific Conference on Electric Power Engineering (EPE)

ISBN

978-1-6654-1056-4

ISSN

—

e-ISSN

—

Počet stran výsledku

5

Strana od-do

225-229

Název nakladatele

VSB – Technical University of Ostrava

Místo vydání

Ostrava, Czech Republic

Místo konání akce

Kouty nad Desnou

Datum konání akce

8. 6. 2022

Typ akce podle státní příslušnosti

WRD - Celosvětová akce

Kód UT WoS článku

000863000100044