The material enters the machine from the feed port, and under the action of the vibration force, the material is thrown in the horizontal direction and moves forward continuously. After the hot air passes through the fluidized bed to exchange heat with the wet material, the wet air is exhausted after being dedusted by the cyclone separator. The dry material is discharged from the discharge port.