Physics-informed hybrid modeling methodology for building infiltration

•We develop an accurate hybrid modeling approach for building infiltration.•It combines machine learning categorization and grey-box sub-modeling.•Accuracy and generalization of grey-box infiltration models are improved.•A case study under a standard test environment demonstrates its effectiveness....

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Veröffentlicht in:	Energy and buildings 2024-10, Vol.320 (C), p.114580, Article 114580
Hauptverfasser:	Zhang, Liang, Kaufman, Zoe, Leach, Matt
Format:	Artikel
Sprache:	eng
Schlagworte:	Airtightness measurements Building infiltration Grey-box modeling Hybrid modeling Machine learning
Online-Zugang:	Volltext
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