Air Slip Forming machine is one of the machines that is used to produce luggage. However, so far in the manufacturing process determination of operation parameter air-out time (X1), air-in time (X2) and heating time (X3), also the response variable which is the circumference of the luggage (Y) are done by trial and error. Therefore the circumference of the luggage is not the same as the standard one. Respone surface method and CCD formula will be used to get this mathematical model which describe the relation between luggage circumference and other influential variables. The best condition to produce luggage with circumference that meets the standard are 6.3 sec for air-out time, 2.6 sec for air-in time and 62 sec for heating time.