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Analysis of the Frictional Performance of AW-5251 Aluminium Alloy Sheets Using the Random Forest Machine Learning Algorithm and Multilayer Perceptron

This paper is devoted to the determination of the coefficient of friction (COF) in the drawbead region in metal forming processes. As the test material, AW-5251 aluminium alloys sheets fabricated under various hardening conditions (AW-5251-O, AW-5251-H14, AW-5251-H16 and AW-5251H22) were used. The s...

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Detalles Bibliográficos
Autores principales: Trzepieciński, Tomasz, Najm, Sherwan Mohammed, Ibrahim, Omar Maghawry, Kowalik, Marek
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10420024/
https://www.ncbi.nlm.nih.gov/pubmed/37569911
http://dx.doi.org/10.3390/ma16155207