Open access
Oct 2026
Development and experimental evaluation of an IoT-based closed-loop system for PM2.5 monitoring and automated electrical ionization actuation
Fine particulate matter (PM2.5) remains a major environmental health concern in Thailand and motivates the development of monitoring systems that can support localized, automated responses. This research presents and experimentally evaluates Cleara-Air , an integrated Internet of Things (IoT) and Web-GIS closed-loo...
Natima Udon, S. Choosumrong, K. Piyathamrongchai
· Frontiers in Sustainability · 0 citations