Using machine learning (ML) methods to predict and prevent failures of avionics information and measurement devices

Abstract

A new approach in forecasting and prevention of failures of avionics information-measuring devices is proposed. A step-by-step algorithm for the introduction of machine learning is provided, the principle of operation, problems and prospects of its operation are described in detail.