Abstract: Current research on artificial intelligence and artificial neural networks has paved a new way for the control of complex nonlinear systems. In this paper,a new CMAC(Cerebellar Model Articulation Controller)-based method to model the CSTR system(continuous stirred tank reactor)is put forward, and simulation results are presented to show the effectiveness of this method.