International audienceIn this paper, we consider a two-layer hierarchical Model Predictive Control (MPC) for building energy management systems. The upper layer implements a long term economical optimization that takes into account the energy price and the requirements of the occupants. The lower layer is used to ensure the tracking of the optimal scheduling plan predicted by the upper layer with a shorter prediction horizon and a higher sampling rate. The proposed work focuses on the interactions between the two levels, and investigates different strategies to project the results of the upper layer at the lower one. Comparisons of these strategies are provided, highlighting their impact on the closed-loop behaviour
Decarbonisation of the building sector is driving the increased use of heat pumps. As increased elec...
Advantages of Model Predictive Control (MPC) strategies for control of building energy systems have ...
This paper presents a preliminary assessment of the potential economic benefit resulting from the us...
International audienceIn this paper, we consider a two-layer hierarchical Model Predictive Control (...
In this paper, a hierarchical control structure based on model predictive control (MPC) is proposed ...
In this paper, a hierarchical Modelica-based Model Predictive Control (MPC) is presented in order to...
This paper presents the application of Hierarchical Model Predictive Control (HMPC) as an energy man...
Intelligent management strategies to optimize building energy consumption are considerably gaining a...
La maîtrise des flux énergétiques à l’intérieur de l’habitat est un sujet d’actualité largement prom...
Integrating intermittent renewable energy sources has renders the power network operator task of bal...
In the last few years, the application of Model Predictive Control (MPC) for energy management in bu...
© 20xx IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for a...
Model predictive control (MPC) strategies can be applied to the coordination of energy hubs to reduc...
The rapid growth in energy usage and CO2 emissions has become a critical issue for the whole world. ...
The increasing presence of distributed energy resources, information and intelligence in the electri...
Decarbonisation of the building sector is driving the increased use of heat pumps. As increased elec...
Advantages of Model Predictive Control (MPC) strategies for control of building energy systems have ...
This paper presents a preliminary assessment of the potential economic benefit resulting from the us...
International audienceIn this paper, we consider a two-layer hierarchical Model Predictive Control (...
In this paper, a hierarchical control structure based on model predictive control (MPC) is proposed ...
In this paper, a hierarchical Modelica-based Model Predictive Control (MPC) is presented in order to...
This paper presents the application of Hierarchical Model Predictive Control (HMPC) as an energy man...
Intelligent management strategies to optimize building energy consumption are considerably gaining a...
La maîtrise des flux énergétiques à l’intérieur de l’habitat est un sujet d’actualité largement prom...
Integrating intermittent renewable energy sources has renders the power network operator task of bal...
In the last few years, the application of Model Predictive Control (MPC) for energy management in bu...
© 20xx IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for a...
Model predictive control (MPC) strategies can be applied to the coordination of energy hubs to reduc...
The rapid growth in energy usage and CO2 emissions has become a critical issue for the whole world. ...
The increasing presence of distributed energy resources, information and intelligence in the electri...
Decarbonisation of the building sector is driving the increased use of heat pumps. As increased elec...
Advantages of Model Predictive Control (MPC) strategies for control of building energy systems have ...
This paper presents a preliminary assessment of the potential economic benefit resulting from the us...