Abstract: A method and apparatus are disclosed for cleaning filter elements, such as filter bags in a plurality of baghouses and for predicting the useful life of such filter elements in individual baghouses. The volumetric flow rate of air from each baghouse is continually calculated using actual impact and static pressure measurements and compared with a flow rate set point. The set point is continually adjusted for density correction based on the actual air stream temperature. The bags are pulsed for cleaning when the flow rate is less than the adjusted set point. Pulsing is then halted when the flow rate reaches or exceeds the adjusted set point. Total daily cleaning times are accumulated over time and graphically displayed to indicate when a critical level is reached indicating that filter bag change out is needed. Each baghouse is monitored in this manner to reflect the unique operating conditions of each baghouse.