Abstract: Based on knowledge representation and reasoning of industrial dynamic systems, this paper proposes a fuzzy temporal model describing the dynamic system behaviors, the relevant temporal match and/or numerical match, and the reasoning approaches. The proposed methods have been used to establish an expert system for the fault diagnosis of a fluidized catalytic cracking unit. Obviously, this study may be helpful to link the artificial intelligence with control.