[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 …

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 …

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 …

Sensor impacts on building and HVAC controls: A critical review for building energy performance

Y Bae, S Bhattacharya, B Cui, S Lee, Y Li… - Advances in Applied …, 2021 - Elsevier
Building operations rely heavily on control systems and sensors. This paper provides a
sophisticated literature review on sensor systems in building/HVAC systems, particularly in …

[HTML][HTML] Smart homes and the control of indoor air quality

A Schieweck, E Uhde, T Salthammer… - … and Sustainable Energy …, 2018 - Elsevier
Global climate change, demographic change and advancing mechanization of everyday life
will go along with new ways of living. Temperature extremes, an ageing society and higher …

A comprehensive review of approaches to building occupancy detection

L Rueda, K Agbossou, A Cardenas, N Henao… - Building and …, 2020 - Elsevier
Detailed occupancy information in buildings is useful to improve the performance of energy
management systems in order to enable energy consumption savings and maintain …

Opportunistic occupancy-count estimation using sensor fusion: A case study

BW Hobson, D Lowcay, HB Gunay, A Ashouri… - Building and …, 2019 - Elsevier
Estimation of occupancy counts in commercial and institutional buildings enables enhanced
energy-use management and workspace allocation. This paper presents the analysis of cost …

Occupancy prediction through machine learning and data fusion of environmental sensing and Wi-Fi sensing in buildings

W Wang, J Chen, T Hong - Automation in Construction, 2018 - Elsevier
Occupancy information is crucial to building facility design, operation, and energy efficiency.
Many studies propose the use of environmental sensors (such as carbon dioxide, air …

Optimizing demand-controlled ventilation with thermal comfort and CO2 concentrations using long short-term memory and genetic algorithm

DC Wu, M Momeni, A Razban, J Chen - Building and Environment, 2023 - Elsevier
Heating, ventilation, and air conditioning systems are the largest consumers of energy in
commercial and residential sectors. Minimizing their energy consumption without …

Predicting occupancy counts using physical and statistical Co2-based modeling methodologies

MS Zuraimi, A Pantazaras, KA Chaturvedi… - Building and …, 2017 - Elsevier
Energy consumption and indoor environment quality (IEQ) of buildings have been linked to
human occupants. Predicting the number of occupants in a space is essential for the …