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 …

[HTML][HTML] Energy modelling and control of building heating and cooling systems with data-driven and hybrid models—A review

Y Balali, A Chong, A Busch, S O'Keefe - Renewable and Sustainable …, 2023 - Elsevier
Implementing an efficient control strategy for heating, ventilation, and air conditioning
(HVAC) systems can lead to improvements in both energy efficiency and thermal …

Smart building management system: Performance specifications and design requirements

R Eini, L Linkous, N Zohrabi, S Abdelwahed - Journal of Building …, 2021 - Elsevier
In a smart building, physical and computational elements are integrated to create an
environment that is energy-efficient, comfortable, and safe for its occupants. The design and …

Nonlinear Distributed Model Predictive Control for multi-zone building energy systems

M Mork, A Xhonneux, D Müller - Energy and Buildings, 2022 - Elsevier
This paper presents a distributed Model Predictive Control (MPC) approach for multi-zone
building energy systems based on nonlinear Modelica controller models. The method …

Shifting demand: Reduction in necessary storage capacity through tracking of renewable energy generation

D Wald, K Johnson, J King, J Comden, CJ Bay… - Advances in Applied …, 2023 - Elsevier
Renewable energy (RE) generation systems are rapidly being deployed on the grid. In
parallel, electrified devices are quickly being added to the grid, introducing additional …

Key district heating technologies for building energy flexibility: A review

Y Guo, S Wang, J Wang, T Zhang, Z Ma… - … and Sustainable Energy …, 2024 - Elsevier
In the background of the continued integration of renewable energy sources (RES) and the
increasing flexibility on the demand side, the diversity and complexity of new technologies …

[HTML][HTML] Distributed model predictive control of buildings and energy hubs

N Lefebure, M Khosravi, MH de Badyn, F Bünning… - Energy and …, 2022 - Elsevier
Abstract Model predictive control (MPC) strategies can be applied to the coordination of
energy hubs to reduce their energy consumption. Despite the effectiveness of these …

Health monitoring in smart homes utilizing internet of things

L Linkous, N Zohrabi… - 2019 IEEE/ACM …, 2019 - ieeexplore.ieee.org
In recent years the concept of the Internet of Things (IoT) has evolved to connect commercial
gadgets together with the medical field to facilitate an unprecedented range of accessibility …

A neural network-based model predictive control approach for buildings comfort management

R Eini, S Abdelwahed - 2020 IEEE International Smart Cities …, 2020 - ieeexplore.ieee.org
This paper proposes a model predictive control (MPC) approach incorporated with machine
learning to control the energy consumption and occupants' comfort (thermal and visual …

Distributed model predictive control with priority coordination for limited supply multi-zone HVAC systems

S Ma, Y Zou, S Li - Journal of Process Control, 2022 - Elsevier
The conventional multi-zone HVAC (Heating Ventilation and Air Conditioning) system
includes a lot of Variable Air Volume (VAV) boxes to regulate the corresponding zone …