Artificial Neural Network Structure Optimisation in the Pareto Approach on the Example of Stress Prediction in the Disk-Drum Structure of an Axial Compressor

Artificial Neural Network Structure Optimisation in the Pareto Approach on the Example of Stress Prediction in the Disk-Drum Structure of an Axial Compressor

The article presents the process of selecting and optimising artificial neural networks based on the example of determining the stress distribution in a disk-drum structure compressor stage of an aircraft turbine engine. The presented algorithm allows the determination of von Mises stress values whi...

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Bibliographic Details
Main Authors: Adam Kozakiewicz, Rafał Kieszek
Format: Article
Language:English
Published: MDPI AG 2022-06-01
Series:Materials
Subjects:
artificial neural networks
optimization
genetic algorithm
turbine engines
axial compressors
predictive model
Online Access:https://www.mdpi.com/1996-1944/15/13/4451

Internet

https://www.mdpi.com/1996-1944/15/13/4451

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