It is hard to forecast the Air Quality in Beijing too far in advance, you can get a relatively accurate forecast 2-3 days in advance. If the air quality is very bad, it is easy to purchase masks at convenience stores within Beijing.
The two most trusted applications for monitoring air quality are “Air Visualizer” and “Air Matters”