The invention provides sealed coke loading dust removal equipment for a dry quenching system. The equipment comprises a coke loading dust collecting cover, a coke tank dust collecting cover, a coke tank groove seal, a moving mechanism, a water seal cover, a coke guide groove, an elevator, a coke tank guide rail frame, a coke tank groove, a coke tank and a dry quenching groove, wherein the coke loading dust collecting cover covers a coke loading opening of the dry quenching groove and is connected with the bottom of the coke tank groove; the coke tank groove is hermetically arranged between the coke tank dust collecting cover and the coke tank groove, the coke tank dust collecting cover is hermetically butted with the coke tank groove, and the coke tank dust collecting cover is connected with the dust remover; the water seal cover, the coke guide groove and the moving mechanism are arranged in the coke loading dust collecting cover; and the coke tank dust collecting cover is fixed on the coke tank guide rail frame of the elevator and horizontally moves along with the elevator. The equipment of the invention can effectively solve the problem that smoke escapes outwards in the coke charging process of dry quenching, and is simple in structure, low in investment and good in dust removal effect.