Ultraviolet School Ml May 2026

The goal is simple: ML is how we get there without wasting energy or lamps. Want to implement this? Start with: CO₂ sensors + open-source Wells-Riley model + rule-based UV-C scheduling, then iterate to ML.

1. Introduction: The Post-Pandemic Classroom The COVID-19 pandemic exposed a critical vulnerability in schools: indoor air quality (IAQ) . In response, many districts installed Ultraviolet-C (UV-C) germicidal irradiation systems in HVAC ducts, ceiling fixtures, or portable air purifiers. But simply installing UV-C isn't enough. ultraviolet school ml