The dry-type transformer with thin layer epoxy resin casting to encapsulate high and low windings has the advantages of flame retardance, self-extinguishing, moisture-proof and good heat dissipation, and can go deep into the load center, such as high-rise buildings, airports, docks, power plants, residential quarters or complete substations.