On-line parameter estimation of reduced-order models for buildings energy dynamics using the modulating function method

Ana Ionesi, Jerome Jouffroy

Publikation: Kapitel i bog/rapport/konference-proceedingKonferencebidrag i proceedingsForskningpeer review

Abstrakt

This paper considers parameter estimation of a reduced-order model (ROM) for building energy dynamics using the modulating function (MF) method. After briefly presenting a model of building dynamics, we recall the MF method and present a way of determining a modulating function directly from the available data instead of defining it a priori. Then, we look at the application of this method in a case study, where actual weather-based data (solar radiation and outdoor ambient temperature) is used. The results together with the advantages of the MF underline the potential of the proposed algorithm.

OriginalsprogEngelsk
TitelProceedings of the 2018 Winter Simulation Conference : Simulation for a Noble Cause
RedaktørerM. Rabe, A. A. Juan, N. Mustafee, A. Skoogh, S. Jain, B. Johansson
ForlagIEEE
Publikationsdato31. jan. 2019
Sider503-514
ISBN (Trykt)978-1-5386-6573-2
ISBN (Elektronisk)978-1-5386-6572-5
DOI
StatusUdgivet - 31. jan. 2019
Begivenhed2018 Winter Simulation Conference - Gothenburg, Sverige
Varighed: 9. dec. 201812. dec. 2018
Konferencens nummer: WSC

Konference

Konference2018 Winter Simulation Conference
NummerWSC
Land/OmrådeSverige
ByGothenburg
Periode09/12/201812/12/2018
NavnWinter Simulation Conference. Proceedings
ISSN0891-7736

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