Systematic review on model predictive control strategies applied to active thermal energy storage systems

J Tarragona, AL Pisello, C Fernández… - … and Sustainable Energy …, 2021 - Elsevier
This paper presents a review of the application of model predictive control strategies to
active thermal energy storage systems. To date, model predictive control has been used to …

MPC approaches for modulating air-to-water heat pumps in radiant-floor buildings

S Rastegarpour, S Gros, L Ferrarini - Control Engineering Practice, 2020 - Elsevier
A modulating heat pump and water tank result in a nonlinear model due to the load
dependency of the heat pump performance, and variable water flows. Nonlinear model …

Efficient model predictive control of boiler coal combustion based on NARX neutral network

Z Hu, J Fang, R Zheng, M Li, B Gao, L Zhang - Journal of Process Control, 2024 - Elsevier
During coal-fired power generation, uniform combustion temperature in the boiler is desired
which will benefit both economical efficiency and pollution reduction. To this end, a model …

Performance improvement of an air-to-water heat pump through linear time-varying MPC with adaptive COP predictor

S Rastegarpour, R Scattolini, L Ferrarini - Journal of Process Control, 2021 - Elsevier
Air-to-water heat pumps are one of the most common and energy efficient heating systems
for buildings, particularly floor-heating plants. One way to further improve their effectiveness …

Study of distributed model predictive control for radiant floor heating systems with hydraulic coupling

Z Li, J Zhang - Building and Environment, 2022 - Elsevier
Radiant floor heating (RFH) is an advanced technology that can couple with renewable low-
temperature sources and improve occupant thermal comfort. However, due to the large …

Nonlinear hybrid model predictive control for building energy systems

M Mork, N Materzok, A Xhonneux, D Müller - Energy and Buildings, 2022 - Elsevier
This paper presents a nonlinear hybrid Model Predictive Control (MPC) approach for
building energy systems based on Modelica. The MPC approach takes into account two …

Economic and Environmental Analysis of Incorporating Geothermal District Heating System Combined with Radiant Floor Heating for Building Heat Supply in Sarein …

A Abbaspour, H Yousefi, A Aslani, Y Noorollahi - Energies, 2022 - mdpi.com
Despite the considerable breakthrough in district heating systems (DHS) globally, there is
not yet any policy on developing this technology in Iran. This country has a high range of …

Predictive control-oriented models of a domestic air-to-water heat pump under variable conditions

L Ferrarini, S Rastegarpour… - IEEE Robotics and …, 2020 - ieeexplore.ieee.org
Air-to-water heat pumps are quite often integrated with a hot-water tank, to better decouple
the generation from the delivery of heat in buildings and to improve the overall performance …

Cyber physical systems and Internet of Things: Emerging paradigms on smart cities

AP Kalogeras, H Rivano, L Ferrarini… - 2019 First …, 2019 - ieeexplore.ieee.org
A city is smart when investment in traditional and modern infrastructure, human and social
capital, fuel well being, high quality of life, and sustainable economic development. The …

Digital Techniques for Energy Optimization in a University Building: a case study

L Ferrarini, R Babini - 2020 25th IEEE International Conference …, 2020 - ieeexplore.ieee.org
This paper describes the results of a pilot energy efficiency application, which is a part of the
European project Esmartcity. The pilot refers to a real building of Politecnico di Milano …