Kiln motor current reflects the condition of burning in the rotary kiln and the running status of equipment.ART-2 claster parsing algorithm can cluster the survey data of the kiln motor current,and make the correct recognition to the status of kiln motor current.According to kiln motor current pattern,the condition of cement rotary kiln current can be known and the rotary kiln stable control can be realized.