High frequency welded aluminum tubes are used to replace the extruded harmonica tubes in order to enhance the cooling performance of the intercooler aluminum tubes and to reduce the manufacturing cost. The high frequency welded aluminum tubes for intercooler are composed of two parts: the aluminum tubes and the inner fins.