Abstract: The classification of dynamic response is important in dynamic fault diagnosis and on-line operation optimization.In this work,different methods of classification for dynamic response are discussed based on a hydrocracking reactor model.It is used to extract features for dynamic response according to the characteristics of chemical processes.Radial Basis Function Network(RBFN) is applied to make classification for dynamic response and is compared with other classification methods.