2002 · 13 citations · 5 references
EngineeringMaterials EngineeringMaterials ScienceComputational Materials ScienceMachine LearningMechanical Behavior Of MaterialsBending Of BeamsComputational Solid MechanicsLaser Material ProcessingMachiningNeural ModelingShape AnalysisLaser FormingShape
In this paper, a neural network algorithm is used in predicting the future shape obtained by laser forming. Aluminum and steel samples were used and the thickness of the materials, the laser power beam and the scanning speed were the variable parameters of the process. The bending angles versus the number of scanning passes obtained experimentally are in good agreement with angle values given by the training process algorithm.
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J. Magee, K. G. Watkins, W. M. Steen · Journal of Laser Applications · 1998 · 168 citations
Engineering, Automotive Engineering, Manufacturing Engineering +11
Yoshiharu Namba · Medical Entomology and Zoology · 1986 · 75 citations
On the working accuracy of laser bending
T. Hennige, Siegfried M. Holzer, Frank Vollertsen et al. · Journal of Materials Processing Technology · 1997 · 59 citations