A covering device for a high voltage part in an optical fiber fusion splicer includes a cover body, removably connectable to a support table, including an electrode holder adapted to removably hold an electrode rod. The covering device includes an electrode retainer removably connectable to the cover body, adapted to press the electrode rod against the support table.