Identification of non-linear autoregressive models with exogenous inputs for room air temperature modelling

This paper proposes non-linear autoregressive models with exogenous inputs to model the air temperature in each room of a Danish school building connected to the local district heating network. To obtain satisfactory models, the authors find it necessary to estimate the solar radiation effect as a f...

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Bibliographic Details
Main Authors: Christian Ankerstjerne Thilker, Peder Bacher, Davide Cali, Henrik Madsen
Format: Article
Language:English
Published: Elsevier 2022-08-01
Series:Energy and AI
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2666546822000222