State of the art review on model predictive control (MPC) in Heating Ventilation and Air-conditioning (HVAC) field
Y Yao, DK Shekhar - Building and Environment, 2021 - Elsevier
Building systems are subject of dynamic system that have a general feature of non-linearity
and in turn, present us with different challenges for its optimized control of energy-saving …
and in turn, present us with different challenges for its optimized control of energy-saving …
[HTML][HTML] Data-driven predictive control for unlocking building energy flexibility: A review
Managing supply and demand in the electricity grid is becoming more challenging due to
the increasing penetration of variable renewable energy sources. As significant end-use …
the increasing penetration of variable renewable energy sources. As significant end-use …
Model predictive control (MPC) for enhancing building and HVAC system energy efficiency: Problem formulation, applications and opportunities
In the last few years, the application of Model Predictive Control (MPC) for energy
management in buildings has received significant attention from the research community …
management in buildings has received significant attention from the research community …
Energy efficiency, demand side management and energy storage technologies–A critical analysis of possible paths of integration in the built environment
The transition towards energy systems characterized by high share of weather dependent
renewable energy sources poses the problem of balancing the mismatch between inflexible …
renewable energy sources poses the problem of balancing the mismatch between inflexible …
Data requirements and performance evaluation of model predictive control in buildings: A modeling perspective
Abstract Model predictive control (MPC) has shown great potential in improving building
performance and saving energy. However, after over 20 years of research, it is yet to be …
performance and saving energy. However, after over 20 years of research, it is yet to be …
A model predictive control strategy to optimize the performance of radiant floor heating and cooling systems in office buildings
This paper introduces a smart operation strategy based on model predictive control (MPC) to
optimize the performance of hydronic radiant floor systems in office buildings and presents …
optimize the performance of hydronic radiant floor systems in office buildings and presents …
Building Automation and Control Systems and performance optimization: A framework for analysis
N Aste, M Manfren, G Marenzi - Renewable and Sustainable Energy …, 2017 - Elsevier
The pressing global environmental issues are fostering a rapid change in the energy and
sustainability policies for the built environment. New paradigms are emerging, such as …
sustainability policies for the built environment. New paradigms are emerging, such as …
Techno-economic analysis and energy modelling as a key enablers for smart energy services and technologies in buildings
Smart energy services and technologies are key components of energy transition and
decarbonisation strategies for the built environment. On the one hand, the technical potential …
decarbonisation strategies for the built environment. On the one hand, the technical potential …
A healthy, energy-efficient and comfortable indoor environment, a review
P Šujanová, M Rychtáriková, T Sotto Mayor, A Hyder - Energies, 2019 - mdpi.com
Design strategies for sustainable buildings, that improve building performance and avoid
extensive resource utilization, should also promote healthy indoor environments. The …
extensive resource utilization, should also promote healthy indoor environments. The …
[HTML][HTML] Data-driven online energy management framework for HVAC systems: An experimental study
The optimization of the operation of heating, ventilation, and air conditioning (HVAC)
systems has gained considerable attention due to its energy conservation potential …
systems has gained considerable attention due to its energy conservation potential …