Add to ORKGAbstract: Heating, Ventilation and Air Conditioning (HVAC) systems play a fundamental role in maintaining acceptable thermal comfort and air quality levels. Model Predictive Control (MPC) techniques are known to bring significant energy savings potential. Developing effective MPC-based control strategies for HVAC systems is nontrivial since buildings dynamics are nonlinear and influenced by various uncertainties. This complicates the use of MPC techniques in practice. We propose to address this issue by designing a stochastic MPC strategy that dynamically learns the statistics of the building occupancy patterns and weather conditions. The main advantage of this method is the absence of a-priori assumptions on the distributions of the uncert...
In the last few years, the application of Model Predictive Control (MPC) for energy management in bu...
Model Predictive Control (MPC) is a promising technique to address growing needs for heating, ventil...
Despite the increasing capabilities of information technologies for data acquisition and processing,...
Heating, Ventilation and Air Conditioning (HVAC) systems play a fundamental role in maintaining acce...
Heating, Ventilation and Air Conditioning (HVAC) systems play a fundamental role in maintaining acce...
Heating, Ventilation and Air Conditioning (HVAC) systems play a fundamental role in maintaining acce...
Heating, Ventilation and Air Conditioning (HVAC) systems play a fundamental role in maintaining acce...
We present a Stochastic Model Predictive Control (SMPC) algorithm that maintains predefined comfort ...
In the context of building heating systems control in office buildings, the current state-of-the-art...
Buildings are among the largest consumers of energy in the world. A significant part of this energy ...
In the context of building heating systems control in office buildings, the current state-of-the-art...
State-of-the-art Model Predictive Control (MPC) applications for building heating adopt either a det...
In the context of building heating systems control in office buildings, the current state-of-the-art...
State-of-the-art Model Predictive Control (MPC) applications for building heating adopt either a det...
In the last few years, the application of Model Predictive Control (MPC) for energy management in bu...
In the last few years, the application of Model Predictive Control (MPC) for energy management in bu...
Model Predictive Control (MPC) is a promising technique to address growing needs for heating, ventil...
Despite the increasing capabilities of information technologies for data acquisition and processing,...
Heating, Ventilation and Air Conditioning (HVAC) systems play a fundamental role in maintaining acce...
Heating, Ventilation and Air Conditioning (HVAC) systems play a fundamental role in maintaining acce...
Heating, Ventilation and Air Conditioning (HVAC) systems play a fundamental role in maintaining acce...
Heating, Ventilation and Air Conditioning (HVAC) systems play a fundamental role in maintaining acce...
We present a Stochastic Model Predictive Control (SMPC) algorithm that maintains predefined comfort ...
In the context of building heating systems control in office buildings, the current state-of-the-art...
Buildings are among the largest consumers of energy in the world. A significant part of this energy ...
In the context of building heating systems control in office buildings, the current state-of-the-art...
State-of-the-art Model Predictive Control (MPC) applications for building heating adopt either a det...
In the context of building heating systems control in office buildings, the current state-of-the-art...
State-of-the-art Model Predictive Control (MPC) applications for building heating adopt either a det...
In the last few years, the application of Model Predictive Control (MPC) for energy management in bu...
In the last few years, the application of Model Predictive Control (MPC) for energy management in bu...
Model Predictive Control (MPC) is a promising technique to address growing needs for heating, ventil...
Despite the increasing capabilities of information technologies for data acquisition and processing,...