In this research, the Electrostatic-bag-precipitator (EBP) platform was made of the fully transparent organic glass materials, and the Particle Image Velocimetry (PIV) device was used to carry out the direct test of the charged particles movement in the precipitator. The Electrical Low Pressure Impactor (ELPI+) was applied to test the charge amounts of the outlet of the electrostatic precipitator (ESP) part and the outlet of EBP simultaneously. It was found that the movement of charged particles was both affected by the electrostatic repulsion among the particles and the charged dust layer on the filter cartridges, and the effect was positively correlated with the charge amounts on the particles and the dust layer. The variation law of cumulative charge amounts of the dust layer under different voltages and during different time phases was analyzed indirectly and the corresponding function model was established, hoping to provide reference for the research on the high-efficient trapping technique of fine particles.