All you need to know about model predictive control for buildings
It has been proven that advanced building control, like model predictive control (MPC), can
notably reduce the energy use and mitigate greenhouse gas emissions. However, despite …
notably reduce the energy use and mitigate greenhouse gas emissions. However, despite …
[HTML][HTML] Energy modelling and control of building heating and cooling systems with data-driven and hybrid models—A review
Implementing an efficient control strategy for heating, ventilation, and air conditioning
(HVAC) systems can lead to improvements in both energy efficiency and thermal …
(HVAC) systems can lead to improvements in both energy efficiency and thermal …
Multi-objective optimization of Venetian blinds in office buildings to reduce electricity consumption and improve visual and thermal comfort by NSGA-II
M Baghoolizadeh, M Rostamzadeh-Renani… - Energy and …, 2023 - Elsevier
Because the building sector has become a huge energy consumer, providing useful
approaches can help tackle this important issue. Windows are an important component of a …
approaches can help tackle this important issue. Windows are an important component of a …
A review of sensitivity analysis methods in building energy analysis
W Tian - Renewable and sustainable energy reviews, 2013 - Elsevier
Sensitivity analysis plays an important role in building energy analysis. It can be used to
identify the key variables affecting building thermal performance from both energy simulation …
identify the key variables affecting building thermal performance from both energy simulation …
Algorithms for optimization of building design: A review
V Machairas, A Tsangrassoulis, K Axarli - Renewable and sustainable …, 2014 - Elsevier
Building design is quite a complicated task with the design team trying to counterbalance
various antagonistic parameters, which in turn are subject to various constraints. Due to this …
various antagonistic parameters, which in turn are subject to various constraints. Due to this …
[HTML][HTML] Approximate model predictive building control via machine learning
Many studies have proven that the building sector can significantly benefit from replacing the
current practice rule-based controllers (RBC) by more advanced control strategies like …
current practice rule-based controllers (RBC) by more advanced control strategies like …
Use of reference buildings to assess the energy saving potentials of the residential building stock: The experience of TABULA project
I Ballarini, SP Corgnati, V Corrado - Energy policy, 2014 - Elsevier
Retrofit actions applied to the existent building stock aim at increasing the energy
performance, considering the optimal trade-off between energy savings and costs …
performance, considering the optimal trade-off between energy savings and costs …
The role of sensitivity analysis in the building performance analysis: A critical review
A building system is highly nonlinear and commonly includes a variety of parameters
ranging from the architectural design to the building mechanical and energy system. Serving …
ranging from the architectural design to the building mechanical and energy system. Serving …
The early design stage of a building envelope: Multi-objective search through heating, cooling and lighting energy performance analysis
TM Echenagucia, A Capozzoli, Y Cascone, M Sassone - Applied energy, 2015 - Elsevier
The majority of decisions in the building design process are taken in the early design stage.
This delicate phase presents the greatest opportunity to obtain high performance buildings …
This delicate phase presents the greatest opportunity to obtain high performance buildings …
Energy savings from temperature setpoints and deadband: Quantifying the influence of building and system properties on savings
This paper provides a systematic approach for quantifying the influence of building size,
construction category, climate, occupancy schedule, setpoint, and deadband on HVAC …
construction category, climate, occupancy schedule, setpoint, and deadband on HVAC …