smart buildings are using data...8-2-2020 1 1 smart buildings ir. eric willems are using data...
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SMART BUILDINGS ARE USING DATAir. Eric Willems
Innovation [email protected]
+31 6 52351683
Applied research built environment
TKI en EU-H2020 funding
Smart Energy NL, Utrecht 2020-02-07
ANNO 2020
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?!
ANNO ‘THE FUTURE’
PERFORMANCE PREDICTION OF BUILDINGS
Energy efficiency • Lowest kWh/m2/year
Energy costs• Efficiency – lowest energy use• Time Of Use – prevent using
energy storage• Efficiency vs. availability
Indoor climate• Constant, adaptive or dynamic
www.dynka.nl
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OFFICE BUILDINGS
Zelfde plaatje als voor gas
Train and Test dataWith actual - not predicted - climate data
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BUILDINGS BEHAVE ENERGTICALLY LINEAIR
DeltaT, predictor for heating
Date-time, predictor for occupant behavior
Other influential factors are minor
Generation SupplyDistribution
Data from Building Management Systems
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25 Wf/m2
0 W/m2
12 W/m2 5 h (5x12) Wf
Building as main storage
POTENTIAL FLEXIBILITY
Individual heat pump per dwelling
Office- and commercial buildings
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RESEARCH DEVELOP-MENT
MARKET UPTAKE
Gezondheidszorg
Renovatie & transformatie
Wonen & retail
Bedrijfsgebouwen
Cultuur, recreatie & sport
Onderwijs
Cultuur, recreatie & sport
Eric Willems – Innovation [email protected]+31 6 52351683
www.huygen.netwww.sensi-sensoren.nl