Machine learning application for power systems reliability assessment

The paper presents the principles and features of the use of machine learning methods to assess the power system reliability.Based on the analysis of publications, the main approaches la rams crop top to the application of machine learning methods are given.A prototype of an automatic system has been developed to identify in real operation igloo white time potentially dangerous power system states, the occurrence of which can lead to the power system failures.