Issues arising in the development of "smart" systems for automated control and diagnostics of the state of elements of automated technological complexes of oil refining and petrochemical industries are considered. Provides information on methods for developing models of objects and closing elements of APCS systems for which artificial intelligence technologies are used. Examples of intelligent control and safety systems (ICSS) design are given.