Theoretical and experimental FUZZY modelling of building thermal dynamic response

In this paper this main advantages and disadvantages of two different types of modelling: theoretical and experimental are presented and discussed. The theoretical modelling is based on energy balances, which gives the overall model described by differential equations. On the basis of developed theo...

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Veröffentlicht in:Building and environment 2001-11, Vol.36 (9), p.1023-1038
Hauptverfasser: Škrjanc, Igor, Zupančič, Borut, Furlan, Boštjan, Krainer, Aleš
Format: Artikel
Sprache:eng
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Zusammenfassung:In this paper this main advantages and disadvantages of two different types of modelling: theoretical and experimental are presented and discussed. The theoretical modelling is based on energy balances, which gives the overall model described by differential equations. On the basis of developed theoretical model a complex simulator in the MATLAB-Simulink environment was implemented. The second part is devoted to experimental modelling. In this paper a fuzzy model represented by non-linear relations between input and output variables obtained by least-squares optimisation method is investigated.
ISSN:0360-1323
1873-684X
DOI:10.1016/S0360-1323(00)00053-6