Towards an occupancy-enhanced building HVAC control strategy using Wi-Fi probe request information

X Li, X Liu, Z Qian - Computing in Civil Engineering 2017, 2017 - ascelibrary.org
In the US, 2011, heating, ventilation, and air conditioning (HVAC) systems in buildings took
nearly 20% of total energy consumption. To improve the efficiency of HVAC system and save …

Real-time occupancy estimation using WiFi network to optimize HVAC operation

KCJ Simma, A Mammoli, SM Bogus - Procedia Computer Science, 2019 - Elsevier
Commercial and residential buildings consume about 27% of total energy used in the US,
out of which nearly half is consumed by commercial building sector and it expected to grow …

Promoting energy efficiency of HVAC operation in large office spaces with a Wi-Fi probe enabled Markov time window occupancy detection approach

W Wang, Z Lin, J Chen - Energy Procedia, 2017 - Elsevier
In recent years, demand-based control in HVAC systems have achieved a great amount
energy saving by providing precise services in according to actual demand. As the premise …

Modeling and predicting occupancy profile in office space with a Wi-Fi probe-based Dynamic Markov Time-Window Inference approach

W Wang, J Chen, X Song - Building and Environment, 2017 - Elsevier
Demand-based HVAC control methods in buildings show great energy saving potential
when accurate occupancy information is available. Appropriate service based on actual …

[PDF][PDF] Wi-Fi router network-based occupancy estimation to optimize HVAC energy consumption

KCJ Simma, SM Bogus, A Mammoli - Proceedings of the CSCE …, 2019 - researchgate.net
More than half of the commercial building stock in the United States was built before 1980
prior to the increased focus on energy efficiency. In the current age of Smart and Green …

Wi-Fi based occupancy detection in a complex indoor space under discontinuous wireless communication: A robust filtering based on event-triggered updating

J Wang, NCF Tse, JYC Chan - Building and Environment, 2019 - Elsevier
Demand-driven control of building heating, ventilation and air conditioning (HVAC) and
lighting systems warrants an attractive energy saving potential. A reliable and accurate …

A framework to identify key occupancy indicators for optimizing building operation using WiFi connection count data

N Alishahi, M Nik-Bakht, MM Ouf - Building and Environment, 2021 - Elsevier
Adapting building systems' operation to occupancy variations can provide significant energy
savings, but this is typically constrained by the unavailability of occupancy information …

HVAC scheduling based on Wi-Fi derived occupancy

K Nweye, Z Nagy - Proceedings of the 7th ACM international conference …, 2020 - dl.acm.org
This poster showcases the integration of building management system data with Wi-Fi
derived occupancy data to calibrate a building energy model for energy performance …

WiSOM: WiFi-enabled self-adaptive system for monitoring the occupancy in smart buildings

M Salman, LA Caceres-Najarro, YD Seo, Y Noh - Energy, 2024 - Elsevier
There has been extensive research on building energy saving (BES), which aims to reduce
energy consumption inside buildings. One of the key solutions for energy saving in buildings …

[PDF][PDF] Improving The Accuracy Of Building Energy Simulation Using Real-Time Occupancy Schedule And Metered Electricity Consumption Data

P Anand, C Sekhar, J Yang… - Proceedings of the 2017 …, 2017 - researchgate.net
Occupancy plays a significant role in the amount of energy used in buildings and their
presence is stochastic in nature. There is extensive evidence to suggest that buildings …