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 …

All you need to know about model predictive control for buildings

J Drgoňa, J Arroyo, IC Figueroa, D Blum… - Annual Reviews in …, 2020 - Elsevier
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 …

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 …

Current software barriers to advanced model-based control design for energy-efficient buildings

E Atam - Renewable and Sustainable Energy Reviews, 2017 - Elsevier
Fast and easy advanced model-based control design for energy-efficient multi-zone
buildings is crucial for optimal energy savings, and this strongly depends on the availability …

Occupancy-based buildings-to-grid integration framework for smart and connected communities

B Dong, Z Li, A Taha, N Gatsis - Applied energy, 2018 - Elsevier
Abstract Buildings-to-grid (BtG) integration simulations are becoming prevalent due to the
development of smart buildings and smart grid. Buildings are the major energy consumers of …

Assessing the potential of PV hybrid systems to cover HVAC loads in a grid-connected residential building through intelligent control

JC Solano, L Olivieri, E Caamaño-Martín - Applied Energy, 2017 - Elsevier
This paper presents theoretical and experimental work that is being carried out in a grid-
connected residential building demonstrator available at the Instituto de Energía Solar (IES) …

Energy management of a building cooling system with thermal storage: An approximate dynamic programming solution

RM Vignali, F Borghesan, L Piroddi… - IEEE Transactions …, 2017 - ieeexplore.ieee.org
This paper concerns the design of an energy management system for a building cooling
system that includes a chiller plant (with two or more chiller units), a thermal storage unit …

Agent-based system identification for control-oriented building models

J Joe, P Karava - Journal of Building Performance Simulation, 2017 - Taylor & Francis
The paper presents a general agent-based system identification framework as potential
solution for data-driven models of building systems that can be developed and integrated …

Distributed exergy-based simulation-assisted control of HVAC supply chains

M Baranski, J Fütterer, D Müller - Energy and Buildings, 2018 - Elsevier
Generic model-assisted control algorithms for building energy systems achieve an energy-
efficient building operation while the implementation effort is lower than in the case of a …

Architectures and algorithms for building automation—An industry view

P Stluka, G Parthasarathy, S Gabel… - Intelligent Building Control …, 2018 - Springer
Most of the content of this volume highlights new research developments in building
automation, with an emphasis on heating, ventilation, and air conditioning (HVAC) control …