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Author

Natima Udon

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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 · 0 citations

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