A conception of constructing intelligent virtual analyzers as an implementation of the identification approach within control systems is presented, enabling one to develop and adjust prediction models in the most effective manner. Specifically, the paper presents an approach constructing identification models of a submarine by us the associative search applying the technological archives and knowledge base created by use of simulation complexes.