Articles | Volume 12, issue 2
https://doi.org/10.5194/ms-12-777-2021
© Author(s) 2021. This work is distributed under
the Creative Commons Attribution 4.0 License.Prediction of springback in local bending of hull plates using an optimized backpropagation neural network
Related subject area
Subject: Machining and Manufacturing Processes | Techniques and Approaches: Mathematical Modeling and Analysis
Comparison of finite element analysis results with strain gauge measurements of a front axle housing
Study on a grinding force model of a variable grinding contact area during knife-edge surface grinding
Roundness error evaluation in image domain based on an improved bee colony algorithm
Analytical model establishment and attitude calculation of a parallel leaf-spring carrying mechanism
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2024Mech. Sci., 14, 531–543,
2023Mech. Sci., 13, 577–584,
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2022Cited articles
Dib, M. A., Oliveira, N. J., Marques, A. E., Oliveira, M. C., Fernandes, J.
V., Ribeiro, B. M., and Prates, P. A.: Single and ensemble classifiers for
defect prediction in sheet metal forming under variability, Neural. Comput.
Appl., 32, 12335–12349, https://doi.org/10.1007/s00521-019-04651-6, 2020.
Froitzheim, P., Stoltmann, M., Fuchs, N., Woernle, C., and Flugge,
W.: Prediction of metal sheet forming based on a geometrical model approach,
Int. J. Mater. Form., 13, 829–839, https://doi.org/10.1007/s12289-019-01529-9, 2019.
Guo, Z. F. and Tang, W. C.: Bending Angle Prediction Model Based on BPNN-Spline
in Air Bending Springback Process, Math. Probl. Eng.,
2017, 1–11, https://doi.org/10.1155/2017/7834621, 2017.
Hamouche, E. and Loukaides, E. G.: Classification and selection of sheet
forming processes with machine learning, Int. J. Comput. Integ. M., 31, 921–932,
https://doi.org/10.1080/0951192X.2018.1429668, 2018.
Hou, Y., Min, J., Lin, J., Liu, Z., and Stoughton, T. B.: Springback
prediction of sheet metals using improved material models, Procedia Eng.,
207, 173–178, https://doi.org/10.1016/j.proeng.2017.10.757, 2017.