Poster abstract. Applying extended kalman filters to adaptive thermal modelling in homes

Alam, Muddasser, Aris-Athanasios, Panagopoulos, Rogers, A., Jennings, Nicholas R. and Scott, James (2014) Poster abstract. Applying extended kalman filters to adaptive thermal modelling in homes. ACM BuildSys 2014, Memphis, United States. 05 - 06 Nov 2014. 2 pp .

Record type: Conference or Workshop Item (Poster)

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

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e-pub ahead of print date: November 2014

Venue - Dates: ACM BuildSys 2014, Memphis, United States, 2014-11-05 - 2014-11-06

Organisations: Agents, Interactions & Complexity

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Local EPrints ID: 372494

URI: http://eprints.soton.ac.uk/id/eprint/372494

PURE UUID: 661bcc4e-1142-42c8-ab4e-9cfbe99357a9

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Date deposited: 12 Dec 2014 12:13

Last modified: 14 Mar 2024 18:39

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Contributors

Author: Muddasser Alam

Author: Panagopoulos Aris-Athanasios

Author: A. Rogers

Author: Nicholas R. Jennings

Author: James Scott

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