The use of neural network in metal industry

The use of neural network in metal industry

The backpropagation algorithm is used to predict the bending angle obtained by laser forming. Aluminum and steel samples were used, and material thickness, laser power and scanning speed are the variables. The experimental relationship between the bending angle and the number of scanning passes agre...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Hauptverfasser: Vasile, D., Thamodharan, M., Wolf, A.
Format: Tagungsbericht
Sprache:eng
Schlagworte:
Intelligent networks
Laser beams
Metals industry
Neural networks
Optical control
Power lasers
Shape control
Space technology
Temperature
Thermal stresses
Online-Zugang:Volltext bestellen
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
Beschreibung
Zusammenfassung:The backpropagation algorithm is used to predict the bending angle obtained by laser forming. Aluminum and steel samples were used, and material thickness, laser power and scanning speed are the variables. The experimental relationship between the bending angle and the number of scanning passes agrees well with the relationship predicted by the training process algorithm.
ISSN:0197-2618
2576-702X
DOI:10.1109/IAS.2000.881969