Predictive Model of Energy Consumption of a Home

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216275%3A25530%2F20%3A39916797" target="_blank" >RIV/00216275:25530/20:39916797 - isvavai.cz</a>

Výsledek na webu

<a href="http://dx.doi.org/10.1007/978-3-030-63319-6_49" target="_blank" >http://dx.doi.org/10.1007/978-3-030-63319-6_49</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1007/978-3-030-63319-6_49" target="_blank" >10.1007/978-3-030-63319-6_49</a>

Jazyk výsledku

angličtina

Název v původním jazyce

Predictive Model of Energy Consumption of a Home

Popis výsledku v původním jazyce

The usage of the renewable energy sources and electric vehicles is rising which might result in a problem with the energy grid stabilization. Some works state that buildings contribute to the overall energy consumption by 20 – 40 % which makes them a great subject to study. Finding solutions for better energy manage-ment can have a significant impact on the energy sector. This work focuses on proposing a simplified model of a home considering main appliances, heating and cooling, a photovoltaic system, an electric vehicle and weather and solar irradi-ance forecasts. The model is created in MATLAB as a simulation script with de-fined parameters. It uses a 5 day weather forecast to predict energy demands of a home as well as expected energy generation by the photovoltaic panels. This model can be used to better understanding the energy demand of either a single building or a community of buildings put together based on the information about the outside environment. Another possibility is to use the model for predictive optimization in order to find better ways of energy usage in a building.

Název v anglickém jazyce

Predictive Model of Energy Consumption of a Home

Popis výsledku anglicky

The usage of the renewable energy sources and electric vehicles is rising which might result in a problem with the energy grid stabilization. Some works state that buildings contribute to the overall energy consumption by 20 – 40 % which makes them a great subject to study. Finding solutions for better energy manage-ment can have a significant impact on the energy sector. This work focuses on proposing a simplified model of a home considering main appliances, heating and cooling, a photovoltaic system, an electric vehicle and weather and solar irradi-ance forecasts. The model is created in MATLAB as a simulation script with de-fined parameters. It uses a 5 day weather forecast to predict energy demands of a home as well as expected energy generation by the photovoltaic panels. This model can be used to better understanding the energy demand of either a single building or a community of buildings put together based on the information about the outside environment. Another possibility is to use the model for predictive optimization in order to find better ways of energy usage in a building.

Druh

D - Stať ve sborníku

CEP obor

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OECD FORD obor

20205 - Automation and control systems

Projekt

—

Návaznosti

S - Specificky vyzkum na vysokych skolach

Rok uplatnění

2020

Kód důvěrnosti údajů

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

Název statě ve sborníku

Software engineering perspectives in intelligent systems : proceedings of 4th computational methods in systems and software 2020, Vol.2

ISBN

978-3-030-63318-9

ISSN

2194-5357

e-ISSN

—

Počet stran výsledku

10

Strana od-do

531-540

Název nakladatele

Springer Nature Switzerland AG

Místo vydání

Cham

Místo konání akce

Vsetín

Datum konání akce

14. 10. 2020

Typ akce podle státní příslušnosti

WRD - Celosvětová akce

Kód UT WoS článku

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