ON-LINE PARAMETER ESTIMATION OF REDUCED-ORDER MODELS FOR BUILDINGS ENERGY DYNAMICS USING THE MODULATING FUNCTION METHOD
| Autor: | Ana Ionesi, Jerome Jouffroy |
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| Přispěvatelé: | Rabe, M., Juan, A. A., Mustafee, N., Skoogh, A., Jain, S., Johansson, B. |
| Rok vydání: | 2018 |
| Zdroj: | Ionesi, A & Jouffroy, J 2019 parameter estimation of reduced-order models for buildings energy dynamics using the modulating function method . in M Rabe, A A Juan, N Mustafee, A Skoogh, S Jain & B Johansson (eds), Proceedings of the 2018 Winter Simulation Conference : Simulation for a Noble Cause . IEEE, Winter Simulation Conference. Proceedings, pp. 503-514, 2018 Winter Simulation Conference, Gothenburg, Sweden, 09/12/2018 . https://doi.org/10.1109/WSC.2018.8632310 |
| DOI: | 10.1109/wsc.2018.8632310 |
| Popis: | 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. |
| Databáze: | OpenAIRE |
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