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 …

A comprehensive review of predictive control strategies in heating, ventilation, and air-conditioning (HVAC): Model-free VS model

X **n, 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 …

[HTML][HTML] Energy modeling and model predictive control for HVAC in buildings: A review of current research trends

D Kim, J Lee, S Do, PJ Mago, KH Lee, H Cho - Energies, 2022 - mdpi.com
Buildings use up to 40% of the global primary energy and 30% of global greenhouse gas
emissions, which may significantly impact climate change. Heating, ventilation, and air …

Field test of Model Predictive Control in residential buildings for utility cost savings

D Wang, Y Chen, W Wang, C Gao, Z Wang - Energy and Buildings, 2023 - Elsevier
Air conditioners in residential buildings often rely on local feedback control to regulate the
indoor temperature, where the unit is cycled on and off by comparing the actual temperature …

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 saving and indoor temperature control for an office building using tube-based robust model predictive control

Y Gao, S Miyata, Y Akashi - Applied Energy, 2023 - Elsevier
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 …

Energy optimization algorithms for multi-residential buildings: A model predictive control application

JM Cid, A Mylonas, TQ Péan, J Pascual, J Salom - Energy and Buildings, 2024 - Elsevier
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 …

Improved robust model predictive control for residential building air conditioning and photovoltaic power generation with battery energy storage system under weather …

Z Hu, Y Gao, L Sun, M Mae, T Imaizumi - Applied Energy, 2024 - Elsevier
The rising demands for comfort alongside energy conservation underscore the importance
of intelligent air conditioning control systems. Model Predictive Control (MPC) stands out as …

[HTML][HTML] Demand-side flexibility in power systems: A survey of residential, industrial, commercial, and agricultural sectors

H Golmohamadi - Sustainability, 2022 - mdpi.com
In recent years, environmental concerns about climate change and global warming have
encouraged countries to increase investment in renewable energies. As the penetration of …

Air-to-water heat pumps: Review and analysis of the performance gap between in-use and product rated performance

R O'Hegarty, O Kinnane, D Lennon… - … and Sustainable Energy …, 2022 - Elsevier
Air-to-water heat pumps are regarded as a fundamental part of many proposed climate
action plans in heating dominated climates. However, individual studies have concluded …