Occupancy-based HVAC control systems in buildings: A state-of-the-art review
M Esrafilian-Najafabadi, F Haghighat - Building and Environment, 2021 - Elsevier
Intelligent buildings have drawn considerable attention due to rapid progress in
communication and information technologies. These buildings can utilize current and …
communication and information technologies. These buildings can utilize current and …
A critical review of field implementations of occupant-centric building controls
Recent developments in information and communication technology have sparked the
notion of smart buildings; an example of which is occupant-centric control (OCC). In this …
notion of smart buildings; an example of which is occupant-centric control (OCC). In this …
Digital twin with Machine learning for predictive monitoring of CO2 equivalent from existing buildings
A Arsiwala, F Elghaish, M Zoher - Energy and Buildings, 2023 - Elsevier
The revolution of the industry 4.0 presents a new era of digital transformation for the
construction industry, advancing towards the concept of digital twins, while on the other …
construction industry, advancing towards the concept of digital twins, while on the other …
Accurate occupancy detection of an office room from light, temperature, humidity and CO2 measurements using statistical learning models
LM Candanedo, V Feldheim - Energy and buildings, 2016 - Elsevier
The accuracy of the prediction of occupancy in an office room using data from light,
temperature, humidity and CO 2 sensors has been evaluated with different statistical …
temperature, humidity and CO 2 sensors has been evaluated with different statistical …
Human-in-the-loop HVAC operations: A quantitative review on occupancy, comfort, and energy-efficiency dimensions
W Jung, F Jazizadeh - Applied Energy, 2019 - Elsevier
Heating, ventilation, and air-conditioning (HVAC) systems account for almost half of the
energy consumption in buildings. By benefiting from advancements in information and …
energy consumption in buildings. By benefiting from advancements in information and …
Using machine learning techniques for occupancy-prediction-based cooling control in office buildings
Heating, ventilation, and air-conditioning (HVAC) are among the major energy demand in
the buildings sector globally. Improving the energy efficiency of such systems is a critical …
the buildings sector globally. Improving the energy efficiency of such systems is a critical …
A survey on concepts, applications, and challenges in cyber-physical systems
Abstract The Cyber-Physical System (CPS) is a term describing a broad range of complex,
multi-disciplinary, physically-aware next generation engineered system that integrates …
multi-disciplinary, physically-aware next generation engineered system that integrates …
A review of studies applying machine learning models to predict occupancy and window-opening behaviours in smart buildings
This study carries out a literature review on studies using machine learning (ML) models to
predict occupancy and window-opening behaviour and their application in smart buildings …
predict occupancy and window-opening behaviour and their application in smart buildings …
Occupancy behavior based model predictive control for building indoor climate—A critical review
A Mirakhorli, B Dong - Energy and Buildings, 2016 - Elsevier
This paper reviews occupancy based model predictive control (MPC) for building indoor
climate control. Occupancy behavior in buildings is stochastic and complex in nature. With …
climate control. Occupancy behavior in buildings is stochastic and complex in nature. With …
Building occupancy forecasting: A systematical and critical review
Indoor environment construction for occupants has high energy consumption; as such,
occupancy plays a noteworthy role in the complete life cycle phase of buildings, including …
occupancy plays a noteworthy role in the complete life cycle phase of buildings, including …