Case studies

Advancing Sustainability Research at the University of Arizona

Partner: University of Arizona
Location: Tucson, AZ
Scope: AQ data analyzed over a 4-month period, research ongoing since March 2023.

Objectives

  • Design a research platform to explore innovate methods of indoor AQ monitoring and management.
  • Collect datasets on the relationships between air quality and room occupancy for further research.

Solution

  • Deployed an air quality monitoring network, enabling real-time collection of CO2 and other indoor environmental data.
  • Developed physics-informed machine learning models to predict 
room occupancy status based on CO2 level dynamics.

Results

  • Collected a unique labeled dataset on indoor air quality and its relationship to room occupancy status.
  • Developed model will be further implemented for for demand control ventilation systems and the analysis of indoor air quality in buildings.
  • Scientific publication is in the manuscript preparation stage.
2025-03-28 21:56 Indoor Air Quality