In this article the current facilities for the majority of energy monitoring task (recognition and evaluation) technical condition during operation. Proposed to solve this problem, based on multivariate statistical analysis of operational information. The efficiency established procedures for monitoring the technical conditions of power plants is confirmed by the analysis of the operational parameters of a modern gas turbine engine used in the power of the Russian Federation.