Influence of data pre-processing and sensor dynamics on grey-box models for space-heating: Analysis using field measurements

Xingji Yu; Kristian Stenerud Skeie; Michael Dahl Knudsen; Zhengru Ren; Lars Imsland; Laurent Georges

doi:10.1016/j.buildenv.2022.108832

Influence of data pre-processing and sensor dynamics on grey-box models for space-heating: Analysis using field measurements

Xingji Yu^*, Kristian Stenerud Skeie, Michael Dahl Knudsen, Zhengru Ren, Lars Imsland, Laurent Georges

^*Corresponding author for this work

Department of Civil and Architectural Engineering - Design and Construction

Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review

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Abstract

Original language	English
Article number	108832
Journal	Building and Environment
Volume	212
ISSN	0360-1323
DOIs	https://doi.org/10.1016/j.buildenv.2022.108832
Publication status	Published - Mar 2022

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1-s2.0-S0360132322000804-mainFinal published version, 12.2 MBLicence: CC BY

https://www.sciencedirect.com/science/article/pii/S0360132322000804?via%3Dihub

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Cite this

@article{879acc68814943bd833666799fceca06,

title = "Influence of data pre-processing and sensor dynamics on grey-box models for space-heating: Analysis using field measurements",

author = "Xingji Yu and Skeie, \{Kristian Stenerud\} and Knudsen, \{Michael Dahl\} and Zhengru Ren and Lars Imsland and Laurent Georges",

note = "Funding Information: This work is conducted in the framework of the Norwegian Research Centre on Zero Emission Neighbourhoods in Smart Cities (ZEN), co-funded by the Research Council of Norway and industry partners. In addition, this research is also a contribution to IEA EBC Annex 81 on Data-Driven Smart Buildings. Publisher Copyright: {\textcopyright} 2022",

year = "2022",

month = mar,

doi = "10.1016/j.buildenv.2022.108832",

language = "English",

volume = "212",

journal = "Building and Environment",

issn = "0360-1323",

publisher = "Elsevier B.V.",

}

Influence of data pre-processing and sensor dynamics on grey-box models for space-heating: Analysis using field measurements. / Yu, Xingji; Skeie, Kristian Stenerud; Knudsen, Michael Dahl et al.
In: Building and Environment, Vol. 212, 108832, 03.2022.

Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review

TY - JOUR

T1 - Influence of data pre-processing and sensor dynamics on grey-box models for space-heating

T2 - Analysis using field measurements

AU - Yu, Xingji

AU - Skeie, Kristian Stenerud

AU - Knudsen, Michael Dahl

AU - Ren, Zhengru

AU - Imsland, Lars

AU - Georges, Laurent

N1 - Funding Information: This work is conducted in the framework of the Norwegian Research Centre on Zero Emission Neighbourhoods in Smart Cities (ZEN), co-funded by the Research Council of Norway and industry partners. In addition, this research is also a contribution to IEA EBC Annex 81 on Data-Driven Smart Buildings. Publisher Copyright: © 2022

PY - 2022/3

Y1 - 2022/3

U2 - 10.1016/j.buildenv.2022.108832

DO - 10.1016/j.buildenv.2022.108832

M3 - Journal article

AN - SCOPUS:85124170811

SN - 0360-1323

VL - 212

JO - Building and Environment

JF - Building and Environment

M1 - 108832

ER -