Abstract:Abstract-This paper according galvanization line annealing furnace of XX company to research intelligent control that base on the system identification in continuous annealing furnace, this paper mainly introduces the strip temperature modeling ecursive least square method modeling and actual parameter identification in the annealing furnace temperature control .