Journal
MATERIALS & DESIGN
Volume 28, Issue 10, Pages 2577-2584Publisher
ELSEVIER SCI LTD
DOI: 10.1016/j.matdes.2006.10.014
Keywords
fatigue life; Spot weld; back-propagation neural network; tensile-shear loading; combined tension and shear loading
Categories
Ask authors/readers for more resources
In this research, the authors developed back-propagation neural networks (BNNs) to predict the fatigue life of spot welds subjected to various geometric factors and loading conditions. This paper described the developing procedures of the BNNs in detail for the spot weld fatigue. Then, the BNNs developed in this study were employed to predict the fatigue life of the spot welds subjected to combined tension and shear loading and tensile-shear loading. The BNNs showed reasonable accuracy for the cases tested in this study. The BNNs can be employed as a practical method for calculating fatigue life of spot welds under various geometric dimensions and loading conditions. (c) 2006 Elsevier Ltd. All rights reserved.
Authors
I am an author on this paper
Click your name to claim this paper and add it to your profile.
Reviews
Recommended
No Data Available