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...

Full description

Bibliographic Details

Published in:	Energy and buildings Vol. 351; p. 116742
Main Authors:	Irakoze, Amina, So-I, Seok, Kim, Kee Han
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 15.01.2026
Subjects:	Change-point model Cluster analysis Energy retrofit K-means algorithm Cluster analysis K-means algorithm Change-point model Energy retrofit
ISSN:	0378-7788
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!