Abstract: Knowledge representation and acquisition are always the cruxes in developing intelligent control systems. This paper mainly discusses the technology of the knowledge representation, knowledge-base organization and the consistanee maintenance by the implementation of the Distillation-column Intelligent Multi-variable Control System(DlMCS) which supported by National 863 High-Technology Programs.