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Poster abstract. Applying extended kalman filters to adaptive thermal modelling in homes
OA Location
Author(s)
Alam, Muddasser
Aris-Athanasios, Panagopoulos
Rogers, A
Jennings, Nicholas R
Scott, James
Type
Conference Paper
Abstract
A key challenge for intelligent domestic heating systems is to obtain sufficient knowledge of the thermal dynamics of the home to build an adaptive thermal model. We present a study where stochastic grey-box modelling is used to develop thermal models and an extended Kalman filter is used for parameter estimation for a room in a family home
Date Issued
2014-11
Citation
2014
URI
URL
Identifier
http://eprints.soton.ac.uk/372494/
Source
ACM BuildSys 2014
Publication Status
Unpublished