50 citations · 75 across the 7 of their papers we have counts for
3 papers · 1 filter
ACES -- Automatic Configuration of Energy Harvesting Sensors with Reinforcement Learning
Francesco Fraternali, Bharathan Balaji, Yuvraj Agarwal +1
Internet of Things forms the backbone of modern building applications. Wireless sensors are being increasingly adopted for their flexibility and reduced cost of deployment. However…
Quiver: Using Control Perturbations to Increase the Observability of Sensor Data in Smart Buildings
Jason Koh, Bharathan Balaji, Vahideh Akhlaghi +2
Modern buildings consist of hundreds of sensors and actuators for monitoring and operation of systems such as HVAC, light and security. To enable portable applications in next gene…
HVACMeter: Apportionment of HVAC Power to Thermal Zones and Air Handler Units
Jason Koh, Bharathan Balaji, Rajesh Gupta +1
Heating, Ventilation and Air Conditioning (HVAC) systems consume almost half of the total energy use of commercial buildings. To optimize HVAC energy usage, it is important to unde…