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

Autor: Christian Ankerstjerne Thilker, Peder Bacher, Davide Cali, Henrik Madsen

Publikováno v: Energy and AI, Vol 9, Iss , Pp 100165- (2022)

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 neces

Externí odkaz: https://doaj.org/article/d9a87e22bc6944718c6f8815485ae0c0

Non-linear grey-box modelling for heat dynamics of buildings

Autor: Davide Calì, Rune Grønborg Junker, Christian Ankerstjerne Thilker, Henrik Madsen, Hjörleifur G. Bergsteinsson, Peder Bacher

Publikováno v: Thilker, C A, Bacher, P, Bergsteinsson, H G, Junker, R G, Cali, D & Madsen, H 2021, ' Non-linear grey-box modelling for heat dynamics of buildings ', Energy and Buildings, vol. 252, 111457 . https://doi.org/10.1016/j.enbuild.2021.111457

This paper introduces a non-linear grey-box (GB) model based on stochastic differential equations that describes the heat dynamics of a school building in Denmark, equipped with a water-based heating system. The building is connected to a local distr

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::ebd05f023c355cd9fe9917891867b7bc
https://orbit.dtu.dk/en/publications/dcd52f61-2835-4a6e-9abe-1c9e0d7d9fde

Non-linear Model Predictive Control for Smart Heating of Buildings

Autor: Peder Bacher, Henrik Madsen, Christian Ankerstjerne Thilker, Rune Grønborg Junker, Hjörleifur G. Bergsteinsson, Davide Calì

Publikováno v: E3S Web of Conferences, Vol 246, p 09005 (2021)
E3S Web Conf.

Smart and flexible operation of components in district heating systems can play a crucial role in integrating larger shares of renewable energy sources in energy systems. Buildings are one of the crucial components that will enable flexibility in the

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::1c2548263713abe3d844ecb2068c85a0
https://doi.org/10.1051/e3sconf/202124609005

Human in the Loop: perceived-based control as the key to enhance buildings’ performance

Autor: Davide Cali, Christian Ankerstjerne Thilker, Sebastian Arcos Specht, Jaume Palmer Real, Henrik Madsen, Bjarne W. Olesen

Publikováno v: Technical University of Denmark Orbit
Cali, D, Thilker, C A, Specht, S A, Real, J P, Madsen, H & Olesen, B W 2022, ' Human in the Loop: perceived-based control as the key to enhance buildings’ performance ', Paper presented at Building Simulation 2021 Conference, Bruges, Belgium, 01/09/2021-03/09/2021 .

The Energy Performance Gap (EPG) is a phenomenon that both can be encountered in new and in refurbished buildings and potentially jeopardises the effort of making buildings more sustainable. Often, buildings are affected by a more generic “performa

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::44f063136aa26229b0ab53d5dae20ddb
https://orbit.dtu.dk/en/publications/95c14b9f-28bb-4bbf-b3fb-af02da9857f0