Towards develo** a systematic knowledge trend for building energy consumption prediction

Q Qiao, A Yunusa-Kaltungo, RE Edwards - Journal of Building Engineering, 2021 - Elsevier
The rapid depletion of natural sources of energy, coupled with increasing global population
has triggered the emergence of various techniques and strategies for building energy …

A data-driven methodology to predict thermal behavior of residential buildings using piecewise linear models

MH Benzaama, LH Rajaoarisoa, B Ajib… - Journal of Building …, 2020 - Elsevier
Nowadays, data-driven approaches are a good way to estimate very efficient black box
models for different engineering systems. This class of model is well recognized by its …

Predicting the air temperature of a building zone by detecting different configurations using a switched system identification technique

B Ajib, S Lefteriu, A Caucheteux… - Journal of Building …, 2020 - Elsevier
Considerable efforts have been made to find a reliable model able to accurately describe
and predict the thermal behavior of the indoor environment of a building. Such a model is …

Data-driven approach for modeling the thermal dynamics of residential buildings using a PieceWise ARX model

M Hichem BENZAAMA, L Rajaoarisoa… - Building …, 2019 - publications.ibpsa.org
This work presents a data-driven approach to identify a PieceWise affine Auto-Regressive
eXogenous (PWARX) model, in order to evaluate a residential building's thermal behavior …

Data-driven building thermal modeling using system identification for hybrid systems

B Ajib - 2018 - theses.hal.science
The building sector is a major energy consumer, therefore, a framework of actions has been
decided on by countries worldwide to limit its impact. For implementing such actions, the …

[PDF][PDF] IEA EBC Annex71: Building energy performance assessment based on in-situ measurements

G Reynders, A Erfani, D Saelens - IEA EBC Annex71: Building …, 2021 - lirias.kuleuven.be
Objectives: The strategic objectives of the EBC TCP are as follows:–reinforcing the technical
and economic basis for refurbishment of existing buildings, including financing, engagement …

Contribution des systèmes multi-agents à la conduite et à la simulation de systèmes évolutifs

A Doniec - 2019 - imt-nord-europe.hal.science
Mon activité de recherche s' intéresse aux systèmes dont les éléments constitutifs et leurs
interactions sont susceptibles d'évoluer durant leur fonctionnement. Ces évolutions peuvent …