State of the art review on the HVAC occupant-centric control in different commercial buildings

G Huang, ST Ng, D Li, Y Zhang - Journal of Building Engineering, 2024 - Elsevier
Heating ventilation and air conditioning (HVAC) systems control that takes occupant
information into account is called HVAC occupant-centric control (OCC), which strikes better …

A review of smart building sensing system for better indoor environment control

B Dong, V Prakash, F Feng, Z O'Neill - Energy and Buildings, 2019 - Elsevier
This paper aims to provide a systemic review of how indoor sensors influence in managing
optimal energy saving, thermal comfort, visual comfort, and indoor air quality in the built …

Data-driven predictive control for smart HVAC system in IoT-integrated buildings with time-series forecasting and reinforcement learning

D Zhuang, VJL Gan, ZD Tekler, A Chong, S Tian, X Shi - Applied Energy, 2023 - Elsevier
Optimising HVAC operations towards human wellness and energy efficiency is a major
challenge for smart facilities management, especially amid COVID situations. Although IoT …

[HTML][HTML] A critical review of occupant energy consumption behavior in buildings: How we got here, where we are, and where we are headed

X Xu, H Yu, Q Sun, VWY Tam - Renewable and Sustainable Energy …, 2023 - Elsevier
Occupant behavior has been widely considered as one of the key influencing factors on
building energy consumption. The complexity of its formation mechanism and the dynamic …

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 …

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 …

Building occupancy estimation and detection: A review

Z Chen, C Jiang, L **e - Energy and Buildings, 2018 - Elsevier
Building occupancy is of great importance for energy efficient control of buildings. A large
number of works have been developed for the estimation and detection of building …

BIM in facilities management applications: a case study of a large university complex

M Kassem, G Kelly, N Dawood, M Serginson… - … Project and Asset …, 2015 - emerald.com
Purpose–Building information modelling (BIM) in facilities management (FM) applications is
an emerging area of research based on the theoretical proposition that BIM information …

[HTML][HTML] State-of-the-art review of occupant behavior modeling and implementation in building performance simulation

O Ahmed, N Sezer, M Ouf, LL Wang… - … and Sustainable Energy …, 2023 - Elsevier
Occupant Behavior (OB) is one of the major drivers of building energy consumption.
However, OB is usually oversimplified in Building Performance Simulation (BPS), resulting …

Data acquisition technologies for construction progress tracking

T Omar, ML Nehdi - Automation in construction, 2016 - Elsevier
Falling behind schedule and having discrepancy between the as-built and designed
baseline plans are unfavourable events that often occur in construction projects. Hence, real …