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 …

MARTINI: Smart meter driven estimation of HVAC schedules and energy savings based on Wi-Fi sensing and clustering

K Nweye, Z Nagy - Applied Energy, 2022 - Elsevier
HVAC systems account for a significant portion of building energy use. Nighttime setback
scheduling is an Energy Conservation Measure (ECM) where cooling and heating setpoints …

[PDF][PDF] MIT enernet: correlating WiFi activity to human occupancy

A Vaccari, S Samouhos, L Glicksman… - Proceedings of Healthy …, 2009 - senseable.mit.edu
Most commercial buildings may reduce their energy consumption by 20% to 30% through
continuous commissioning practices and energy efficiency strategies. The design and …

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 …

ischedule: Campus-scale hvac scheduling via mobile wifi monitoring

A Trivedi, J Gummeson, D Irwin, D Ganesan… - Proceedings of the …, 2017 - dl.acm.org
Heating, ventilation, and air conditioning (HVAC) systems account for over 50% of the
energy consumed by commercial buildings. While" smart" HVAC technologies, such as …

[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 …

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 …

[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 …

A wi-fi based occupancy sensing approach to smart energy in commercial office buildings

D Li, B Balaji, Y Jiang, K Singh - … of the Fourth ACM Workshop on …, 2012 - dl.acm.org
Buildings account for a considerable part of energy consumption. Prior research has shown
that much energy could be saved by using occupancy based building automation …

[PDF][PDF] Effectiveness of using WiFi technologies to detect and predict building occupancy

MM Ouf, MH Issa, A Azzouz, AM Sadick - 2017 - dro.deakin.edu.au
This paper presents findings of a case-study demonstrating the effectiveness of using WiFi
networks to detect occupancy as opposed to CO2 sensors, commonly used for demand …