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 …

Energy efficiency in smart buildings: IoT approaches

CK Metallidou, KE Psannis, EA Egyptiadou - IEEE Access, 2020 - ieeexplore.ieee.org
The Internet of Energy (IoE) impacts on smart cities' power sector. IoE is an implementation
of the Internet of Things technology (IoT) into distributed energy systems and aims to …

Priority strategy development with intuitionistic fuzzy DEMATEL method for reducing energy costs in hospitals

Y Gökalp, S Eti - Journal of Soft Computing and Decision Analytics, 2025 - jscda-journal.org
Sustainable health service delivery plays a vital role for the development of countries.
Sustainability of health services is associated with many factors. One of these factors is …

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 …

Overview of the current state of research on characteristics and algorithms of energy management systems in households and buildings

B Schminke - International Journal of Energy Research, 2021 - Wiley Online Library
The decentralization of energy supply and the fluctuating feed‐in from renewable energies
lead to an increasing need to generate electricity and heat locally and efficiently. Therefore …

Joint model predictive control of electric and heating resources in a smart building

F Liberati, A Di Giorgio, A Giuseppi… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
The new challenge in power systems design and operation is to organize and control smart
micro grids supplying aggregation of users and special loads as electric vehicles charging …

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 …

Predictive capability testing and sensitivity analysis of a model for building energy efficiency

G Kalogeras, S Rastegarpour, C Koulamas… - Building …, 2020 - Springer
Building energy modelling presents a good tool for estimating building energy consumption.
Different modelling approaches exist in literature comprising white-box/physical/calculation …

Stratified thermal energy storage model with constant layer volume for predictive control—Formulation, comparison, and empirical validation

D Zinsmeister, P Tzscheutschler, VS Perić, C Goebel - Renewable Energy, 2023 - Elsevier
Recent developments in heating systems have witnessed a significant increase of heat
pumps with a highly temperature-dependent efficiency. Optimal real-time operation of these …

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 …