Rationale for the criteria and principles of intelligent monitoring of complex technological equipment in real time taking into account its dynamic characteristics and possible states

The work examines and substantiates the criteria and principles of information technology for intelligent monitoring of complex technological equipment. These criteria formed the basis for the monitoring system we are developing. In the paper we propose a hybrid model of an intelligent monitoring system in the framework of digital production with a variable structure, based on the collaboration of classical models and machine learning models. The developed model makes it possible to employ appropriate modifications determined by the input data set and type.