198 citations · 362 across the 22 of their papers we have counts for
4 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…
Modeling Actuation Constraints for IoT Applications
Bharathan Balaji, Brad Campbell, Amit Levy +8
Internet of Things (IoT) promises to bring ease of monitoring, better efficiency and innovative services across many domains with connected devices around us. With information from…
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…