Applying cluster analysis to identify target buildings for energy retrofit: An alternative to change-point model

Identifying energy-inefficient buildings is challenging, but critical for large-scale energy retrofit programs. Change-point model (CPM) is widely used to characterize energy performance of buildings; however, its application is limited to buildings with consistent energy use. This study proposes a...

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Veröffentlicht in:	Energy and buildings Jg. 351; S. 116742
Hauptverfasser:	Irakoze, Amina, So-I, Seok, Kim, Kee Han
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier B.V 15.01.2026
Schlagworte:	Change-point model Cluster analysis Energy retrofit K-means algorithm Cluster analysis K-means algorithm Change-point model Energy retrofit
ISSN:	0378-7788
Online-Zugang:	Volltext
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