Integration of IoT in building energy infrastructure: A critical review on challenges and solutions

V Moudgil, K Hewage, SA Hussain, R Sadiq - Renewable and Sustainable …, 2023 - Elsevier
Abstract The Internet of Things (IoT) has unprecedentedly entangled the physical world with
cyber technologies and its integration with building infrastructure (BI) is no different …

Theory and applications of HVAC control systems–A review of model predictive control (MPC)

A Afram, F Janabi-Sharifi - Building and Environment, 2014 - Elsevier
This work presents a literature review of control methods, with an emphasis on the theory
and applications of model predictive control (MPC) for heating, ventilation, and air …

DeepComfort: Energy-efficient thermal comfort control in buildings via reinforcement learning

G Gao, J Li, Y Wen - IEEE Internet of Things Journal, 2020 - ieeexplore.ieee.org
Heating, ventilation, and air conditioning (HVAC) are extremely energy consuming,
accounting for 40% of total building energy consumption. It is crucial to design some energy …

A review on optimized control systems for building energy and comfort management of smart sustainable buildings

PH Shaikh, NBM Nor, P Nallagownden… - … and Sustainable Energy …, 2014 - Elsevier
Buildings all around the world consume a significant amount of energy, which is more or
less one-third of the total primary energy resources. This has raised concerns over energy …

Model predictive control for demand flexibility: Real-world operation of a commercial building with photovoltaic and battery systems

K Zhang, A Prakash, L Paul, D Blum, P Alstone… - Advances in Applied …, 2022 - Elsevier
Hundreds of studies have investigated Model Predictive Control (MPC) for the optimal
operation of building energy systems in the past two decades. However, MPC field tests are …

A review of computational optimisation methods applied to sustainable building design

R Evins - Renewable and sustainable energy reviews, 2013 - Elsevier
This paper presents a comprehensive review of all significant research applying
computational optimisation to sustainable building design problems. A summary of common …

Assessing gaps and needs for integrating building performance optimization tools in net zero energy buildings design

S Attia, M Hamdy, W O'Brien, S Carlucci - Energy and Buildings, 2013 - Elsevier
This paper summarizes a study undertaken to reveal potential challenges and opportunities
for integrating optimization tools in net zero energy buildings (NZEB) design. The paper …

Simulation optimisation towards energy efficient green buildings: Current status and future trends

VJL Gan, IMC Lo, J Ma, KT Tse, JCP Cheng… - Journal of Cleaner …, 2020 - Elsevier
The increasing global importance of climate change has been clearly recognised in the last
few years. The building industry contributed to a large proportion of the global energy use …

Review of control techniques for HVAC systems—Nonlinearity approaches based on Fuzzy cognitive maps

F Behrooz, N Mariun, MH Marhaban, MA Mohd Radzi… - Energies, 2018 - mdpi.com
Heating, Ventilating, and Air Conditioning (HVAC) systems are the major energy-consuming
devices in buildings. Nowadays, due to the high demand for HVAC system installation in …

Advanced control systems engineering for energy and comfort management in a building environment—A review

AI Dounis, C Caraiscos - Renewable and Sustainable Energy Reviews, 2009 - Elsevier
Given restrictions that comfort conditions in the interior of a building are satisfied, it becomes
obvious that the problem of energy conservation is a multidimensional one. Scientists from a …