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Machine Learning-Based Prediction and Optimisation System for Laser Shock Peening

Laser shock peening (LSP) as a surface treatment technique can improve the fatigue life and corrosion resistance of metallic materials by introducing significant compressive residual stresses near the surface. However, LSP-induced residual stresses are known to be dependent on a multitude of factors...

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Principais autores: Jino Mathew, Rohit Kshirsagar, Suraiya Zabeen, Niall Smyth, Stratis Kanarachos, Kristina Langer, Michael E. Fitzpatrick
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2021-03-01
coleção:Applied Sciences
Assuntos:
laser shock peening
modelling
residual stress
Bayesian neural networks
genetic algorithm
optimisation
Acesso em linha:https://www.mdpi.com/2076-3417/11/7/2888
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