Prediction of household consumption based on the model

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F19%3A00334599" target="_blank" >RIV/68407700:21230/19:00334599 - isvavai.cz</a>

Výsledek na webu

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DOI - Digital Object Identifier

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Jazyk výsledku

angličtina

Název v původním jazyce

Prediction of household consumption based on the model

Popis výsledku v původním jazyce

In the electric power grid, an influence of intermittent sources starts not to be negligible. Increasing the percentage of production from renewable energy sources may increase demands for power regulation in the network. However, the power regulation is now mostly ensured through the control of fossil power plants. Exiting from the use of fossil fuels will further reduce the possibility of regulation. One of the solutions can be regulation on the customer side where they can actively manage their consumption. This solution requires the development of infrastructures such as smart meter and communication systems, which have been, however, uneconomic so far. Until the cost of technology is reduced, the way to develop a decentralized energy grid is by using the predictions of user consumption. Such an estimate must be much more accurate than the currently available load profile of distribution tariffs. The present research, therefore, evaluates the changes in diagrams of households` electricity consumption based on usage of the different household electric appliances, prediction of lifestyle patterns, improving thermal and the technical properties of the buildings leading to a model to estimate the future consumption profile of households. All research is carried out on data from the Czech Republic

Název v anglickém jazyce

Prediction of household consumption based on the model

Popis výsledku anglicky

In the electric power grid, an influence of intermittent sources starts not to be negligible. Increasing the percentage of production from renewable energy sources may increase demands for power regulation in the network. However, the power regulation is now mostly ensured through the control of fossil power plants. Exiting from the use of fossil fuels will further reduce the possibility of regulation. One of the solutions can be regulation on the customer side where they can actively manage their consumption. This solution requires the development of infrastructures such as smart meter and communication systems, which have been, however, uneconomic so far. Until the cost of technology is reduced, the way to develop a decentralized energy grid is by using the predictions of user consumption. Such an estimate must be much more accurate than the currently available load profile of distribution tariffs. The present research, therefore, evaluates the changes in diagrams of households` electricity consumption based on usage of the different household electric appliances, prediction of lifestyle patterns, improving thermal and the technical properties of the buildings leading to a model to estimate the future consumption profile of households. All research is carried out on data from the Czech Republic

Druh

D - Stať ve sborníku

CEP obor

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OECD FORD obor

50202 - Applied Economics, Econometrics

Projekt

<a href="/cs/project/GA18-02756S" target="_blank" >GA18-02756S: Transakční náklady programů na podporu energetické efektivnosti: efekt učení</a><br>

Návaznosti

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

Rok uplatnění

2019

Kód důvěrnosti údajů

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

Název statě ve sborníku

10th International Scientific Symposium on Electrical Power Engineering, ELEKTROENERGETIKA 2019

ISBN

9788055333243

ISSN

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e-ISSN

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Počet stran výsledku

4

Strana od-do

107-110

Název nakladatele

TU Košice, FEI

Místo vydání

Košice

Místo konání akce

Stará Lesná

Datum konání akce

16. 9. 2019

Typ akce podle státní příslušnosti

WRD - Celosvětová akce

Kód UT WoS článku

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