Optimization Algorithms for Informative Features Extraction to Predict the Aircraft Electromechanical Systems Technical Condition

The article proposes optimization algorithms for identifying informative features for predicting the aircraft electromechanical systems' technical conditions using spectral and time series analysis. The article presents the study results concerning developed algorithms on the data obtained using a mathematical model of the unmanned aerial vehicle's electromechanical actuator.