LSTM

1 article on LSTM.

JournalMay 2026

Predictive AQI Control: LSTM Forecasting to Pre-activate Air Purifiers Before PM2.5 Spikes

Predictive AQI Control: LSTM Forecasting to Pre-activate Air Purifiers Before PM2.5 Spikes

Use an LSTM neural network to forecast Bangkok AQI 1–4 hours ahead using IQAir API data, meteorological inputs, and seasonal patterns — proactively controlling air purifiers and ERV before PM2.5 reaches hazardous levels, reducing average exposure by 40–60%.