Pulse bag dust collectors, utilizing separate chamber stop wind pulse jet cleaning, achieve thorough cleaning with a single blast. This extends the cleaning cycle, reducing cleaning energy consumption and significantly lowering compressed air consumption. Additionally, the fatigue of the filter bags and pulse valves is correspondingly reduced, thereby multiplying the lifespan of both the bags and valve blades.