[Prediction of PM Concentration by Transformer Model Based on Attention Mechanism].

An improved transformer model based on a multi-head attention mechanism was constructed for long-term prediction of PM concentration. The monitoring data and meteorological data from 12 air monitoring stations in Beijing from March 2013 to December 2016 were collected and used in the transformer model. The Pearson coefficient was used to explore the key factors affecting PM concentration.