In this study, we verify the stability of the operation of mechanical dust remover by conducting the development of a rack-type operating structure and mechanism. This led to the development of a new type of mechanical dust remover, which resulted in the following conclusions. The optimum design was established for the specifications and shapes of the main structural and power transfer components according to the required capabilities of the mechanical dust remover. The power transmission structure of the worm gear and the spur gear corresponding to the rack bar gear box was determined to fit the lift structure, which is a combination of rack sprockets. When the rack bar is elongated, it develops a rack-type operating structure that enables smooth descent by allowing it to form a gap between the rake and the screen. And the mechanism was verified by calculating the stresses on the sprocket entering the rack box.