2024
DOI: 10.3390/electronics13152952
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Helicopter Turboshaft Engine Residual Life Determination by Neural Network Method

Serhii Vladov,
Viacheslav Kovtun,
Valerii Sokurenko
et al.

Abstract: A neural network method has been developed for helicopter turboshaft engine residual life determination, the basis of which is a hierarchical system, which is represented in neural network model form, consisting of four layers, which determines the numerical value of the residual life. To implement a hierarchical system, a justified multilayer perceptron is used. A multilayer perceptron training algorithm has been developed, which, by introducing an initial parameter to the output layer, yields a prediction ac… Show more

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