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 …
A comprehensive review of predictive control strategies in heating, ventilation, and air-conditioning (HVAC): Model-free VS model
X Xin, Z Zhang, Y Zhou, Y Liu, D Wang… - Journal of Building …, 2024 - Elsevier
Predictive control offers significant advantages in nonlinear control, high thermal inertia, and
dynamic control. This article uses a Systematic Reviews and Meta-Analyses methodology to …
dynamic control. This article uses a Systematic Reviews and Meta-Analyses methodology to …
Energy saving and indoor temperature control for an office building using tube-based robust model predictive control
Actively controlling a building's heating, ventilation, and air conditioning (HVAC) system can
reduce costs and improve indoor comfort. Model predictive control (MPC) is an effective …
reduce costs and improve indoor comfort. Model predictive control (MPC) is an effective …
Energy optimization algorithms for multi-residential buildings: A model predictive control application
This study presents an optimization algorithm for Model Predictive Control (MPC) of the
HVAC systems in multi-family residential buildings assessing the performance of four …
HVAC systems in multi-family residential buildings assessing the performance of four …
[HTML][HTML] Experimental test of a black-box economic model predictive control for residential space heating
Previous studies have identified significant demand response (DR) potentials in using
economic model predictive control (E-MPC) of space heating to exploit the inherent thermal …
economic model predictive control (E-MPC) of space heating to exploit the inherent thermal …
Exploring pathways of phasing out clean heating subsidies for rural residential buildings in China
To promote clean heating in rural areas, hundreds of billions of subsidies have been
granted to boost its competitiveness in China. However, such high subsidies exacerbate the …
granted to boost its competitiveness in China. However, such high subsidies exacerbate the …
Nonlinear model predictive control for the space heating system of a university building in Norway
Abstract Space heating accounts for a significant share of a building's energy use; moreover,
occupants' desires for better thermal comfort may further increase the energy use and peak …
occupants' desires for better thermal comfort may further increase the energy use and peak …
Frequency control of air conditioners in response to real-time dynamic electricity prices in smart grids
In the context of smart grids, residential air conditioners, as the major contributors to home
electricity bills and loads on electrical grids, need to be not only energy-efficient, but also …
electricity bills and loads on electrical grids, need to be not only energy-efficient, but also …
Long-term forecasting of hourly district heating loads in urban areas using hierarchical archetype modeling
This paper demonstrates and validates the application of a recently proposed archetype
modeling and calibration framework for setting up 11 stochastic archetype building energy …
modeling and calibration framework for setting up 11 stochastic archetype building energy …
Price and carbon-based energy flexibility of residential heating and cooling loads using model predictive control
Abstract Model predictive controllers (MPC) have shown great potential for activating the
energy flexibility of thermal loads, especially in buildings equipped with heat pump systems …
energy flexibility of thermal loads, especially in buildings equipped with heat pump systems …