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Springback optimization for CNC tube bending machine based on an artificial neural networks (ANNs)

Predicting the springback angle has become the major production problem among tube benders. Springback is where the tube on a mandrel-less rotary draw bending tends to bounce back after being bent when the clamps are released. Accurately predicting the springback angle is crucial for effective tube...

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Bibliografiske detaljer
Principais autores: Kongnoo Somchai, Sonthipermpoon Kawin, Wannarumon Kielarova Somlak
Format: Artigo
Sprog:Inglês
Udgivet: University of Belgrade - Faculty of Mechanical Engineering, Belgrade 2023-01-01
Serier:FME Transactions
Fag:
Online adgang:https://scindeks-clanci.ceon.rs/data/pdf/1451-2092/2023/1451-20922303405K.pdf
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