<div class="csl-bib-body">
<div class="csl-entry">David, A., Sint, S., & Bednar, T. (2022). DATA-DRIVEN MODELLING OF THE ENERGY CONSUMPTION OF AIRPORT CITIES. In <i>Proceedings of BauSim Conference 2022</i>. BauSIM 2022 - 9th Conference of IBPSA-Germany and Austria, Weimar, Germany. https://doi.org/10.34726/3621</div>
</div>
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dc.identifier.uri
http://hdl.handle.net/20.500.12708/158190
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dc.identifier.uri
https://doi.org/10.34726/3621
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dc.description.abstract
The airport city of Vienna International Airport consists of more than 125 energy-consuming objects – mostly buildings but also infrastructure. In order to ensure their energy-efficient operation, digital models are needed that predict the energy consumption that the objects should have. Multiple linear regression can provide such models if historical data is available to train regression models with. In our approach, we explore how regression models must be set up for the case of airport objects. Further, we investigate how the prediction performance of multiple linear regression can be improved by combining it with other methods.
en
dc.description.sponsorship
Flughafen Wien AG
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dc.description.sponsorship
FFG - Österr. Forschungsförderungs- gesellschaft mbH
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dc.language.iso
en
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dc.rights.uri
http://rightsstatements.org/vocab/InC/1.0/
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dc.subject
energy consumption
en
dc.subject
regression models
en
dc.subject
prediction performance
en
dc.title
DATA-DRIVEN MODELLING OF THE ENERGY CONSUMPTION OF AIRPORT CITIES
en
dc.type
Inproceedings
en
dc.type
Konferenzbeitrag
de
dc.rights.license
Urheberrechtsschutz
de
dc.rights.license
In Copyright
en
dc.identifier.doi
10.34726/3621
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dc.relation.isbn
978-3-00-073975-0
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dc.relation.grantno
864947
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dcterms.dateSubmitted
2022
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dc.type.category
Full-Paper Contribution
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tuw.booktitle
Proceedings of BauSim Conference 2022
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tuw.peerreviewed
true
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tuw.project.title
Virtuelle Flughafen Stadt und Virtuelle Gebäude
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tuw.project.title
Energie Monitoring und intelligente Anlagensteuerung in der Smart Airport City
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tuw.researchTopic.id
E1
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tuw.researchTopic.id
C6
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tuw.researchTopic.name
Energy Active Buildings, Settlements and Spatial Infrastructures
