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Applying extended Kalman filters to adaptive thermal modelling in homes

Abstract:

Space-heating accounts for more than 40% of residential energy consumption in some countries (e.g., the UK and the US) and thus is a key area to address for en- ergy effciency improvement. To do so, intelligent domestic heating systems (IDHS) equipped with sensors and technologies that minimise user-input, have been pro- posed for optimal heating control in homes. However, a key challenge for IDHS is to obtain sufficient knowledge of the thermal dynamics of the home to build a thermal model t...

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Publication status:
Published
Peer review status:
Peer reviewed
Version:
Accepted manuscript

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Publisher copy:
10.1080/17512549.2017.1325398

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Department:
Oxford, MPLS, Engineering Science
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Department:
St Annes College
Auffenberg, F More by this author
Publisher:
Taylor and Francis Publisher's website
Journal:
Advances in Building Energy Research Journal website
Volume:
12
Issue:
1
Pages:
45-65
Publication date:
2017-05-16
Acceptance date:
2017-03-13
DOI:
EISSN:
1756-2201
ISSN:
1751-2549
Pubs id:
pubs:685482
URN:
uri:7ea91e0a-fc6b-4a74-992c-6673a5139fdb
UUID:
uuid:7ea91e0a-fc6b-4a74-992c-6673a5139fdb
Local pid:
pubs:685482

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