Abstract: Electrostatic dust removal technology based on transparent conductive film is becoming a research hotspot in the field of photovoltaic panel dust removal in recent years, and the dust removal effect is closely related to the performance of transparent conductive film. In order to meet the application requirements of photovoltaic panel electrostatic dust removal technology, transparent conductive thin films with conductive fillers of silver nanowires (AgNWs) are prepared by using epoxy resin (EP) as substrate. Based on the prepared AgNWs- EP transparent conductive films, photovoltaic panel electrostatic dust removal experiments are carried out. The experimental results show that the electrostatic dust removal rate increases with the increase of the AgNWs parts per hundred parts of resin. When the AgNWs parts per hundred parts of resin is 80 000 phr, the dust removal rate can reach 95.67%, and the photovoltaic panel power generation efficiency can be relatively increased by 40.84%. Under this condition, the square resistance is 10⁷ Ω/□, and the dust removal applicability index is 0.42. The results of the 600 h artificial ultraviolet aging test and mechanical durability test show that the film has excellent aging resistance. The research results are of great significance for expanding the application scene of AgNWs-EP transparent conductive film and promoting the development of photovoltaic panel electrostatic