Journal article icon

Journal article

A reduced-dimension feature extraction method to represent retail store electricity profiles

Abstract:

Characterising the inter-seasonal energy performance of buildings is a useful tool for a business to understand what is ‘normal’ for its portfolio of premises and to detect anomalous patterns of energy demand. When adding a new building to the portfolio, it will be useful to predict what will be the likely energy use as part of on-going monitoring of the site. For a large portfolio of buildings with, say, half-hourly energy use measurements (48 dimensions), analysis and prediction will requir...

Expand abstract
Publication status:
Published
Peer review status:
Peer reviewed

Actions


Access Document


Files:
Publisher copy:
10.1016/j.enbuild.2022.112508

Authors


More by this author
Institution:
University of Oxford
Division:
MPLS
Department:
Engineering Science
Role:
Author
ORCID:
0000-0001-9572-0972
Publisher:
Elsevier
Journal:
Energy and Buildings More from this journal
Volume:
276
Article number:
112508
Publication date:
2022-09-28
Acceptance date:
2022-09-20
DOI:
EISSN:
1872-6178
ISSN:
0378-7788
Language:
English
Keywords:
Pubs id:
1279772
Local pid:
pubs:1279772
Deposit date:
2022-09-25

Terms of use


Views and Downloads






If you are the owner of this record, you can report an update to it here: Report update to this record

TO TOP