A new approach of CMT seam welding deformation forecasting based on GA-BPNN
Welding deformation affects the quality of the welded parts. In this paper, by introducing improved back propagation neural network (BPNN), a cold metal transfer (CMT) welding deformation prediction model for aluminum-steel hybrid sheets is established. Before applying BPNN, important parameters aff...
Saved in:
Main Authors: | Yao Lu, Yanfeng Xing, Xuexing Li, Sha Xu |
---|---|
Format: | Article |
Language: | English |
Published: |
Gruppo Italiano Frattura
2020-07-01
|
Series: | Fracture and Structural Integrity |
Subjects: | |
Online Access: | https://www.fracturae.com/index.php/fis/article/view/2726/3031 |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
-
FINITE ELEMENT ANALYSIS OF STRESSES AND DEFORMATIONS IN COLD PRESSURE WELDING ASSEMBLY
by: Florin CIOFU
Published: (2023-05-01) -
Investigations on mechanical behavior of AA2014-T6 weldments developed using CMT welding: As-weld and post weld heat treatment conditions
by: Balram Yelamasetti, et al.
Published: (2025-03-01) -
Generation, structure and properties of the modified welding seams
by: F. G. Lovshenko, et al.
Published: (2018-10-01) -
Predicting Welding Deformation of Exposed Forged-and-welded Gear by the Integrated Computational Approach
by: Qu Tie, et al.
Published: (2023-03-01) -
A comparative filling materials study on microstructure and mechanical properties of welded joints of dissimilar Al–Mg–Si alloys using CMT-laser beam oscillation hybrid welding
by: H.Y. Shen, et al.
Published: (2025-01-01)