Estimation of the optimal record interval of the technological parameters

In this paper an algorithm for assessing the optimal recording interval technological parameters is considered. The purpose of the work is to determine an approach for finding the optimal period for recording the values of the parameters during their archiving in the hardware-software complex to reduce the amount of data transmitted through the information and measurement channels, and disk space required for their storage. As a result of the work, a technique has been developed for signal restoration by filling in empty values between adjacent known points on the basis of machine learning models, the proposed approach has been validated on the thermal power plant control system technological parameters. The results of the estimation are presented.