TY - JOUR
T1 - Initial Surface Residual Stress Field of Aluminum Alloy Prediction Method Based on Surface-Measured Stresses
AU - Su, Fangpeng
AU - Zheng, Youyi
AU - Ma, Junjin
AU - Zhang, Faping
AU - Cui, Xiaobin
AU - Ren, Lei
AU - Chen, Xu
N1 - Publisher Copyright:
© ASM International 2024.
PY - 2024
Y1 - 2024
N2 - In this paper, the initial surface residual stress field prediction method of aluminum alloy based on surface finite measured stress values is proposed. In this process, based on elastic–plastic mechanics, the stress on the microelement in aluminum alloy blank is analyzed, and the relationship between the stress on the microelement and the initial surface residual stress is obtained. Then, the initial surface residual stress field predicted model is established, and the relationship between the order of the initial surface residual stress prediction model and fep function value is determined. Subsequently, uncertain parameters of the proposed model are identified by surface finite measured values, in addition, the model parameters are optimized by regularization method and the initial surface residual stress field is obtained. Finally, several experiments are carried out to validate the proposed initial surface residual stress field prediction method. Experimental results show that the predicted values agree well with the measured values, and the average prediction accuracy is 92.96%, so the feasibility and effectiveness of the proposed method are verified.
AB - In this paper, the initial surface residual stress field prediction method of aluminum alloy based on surface finite measured stress values is proposed. In this process, based on elastic–plastic mechanics, the stress on the microelement in aluminum alloy blank is analyzed, and the relationship between the stress on the microelement and the initial surface residual stress is obtained. Then, the initial surface residual stress field predicted model is established, and the relationship between the order of the initial surface residual stress prediction model and fep function value is determined. Subsequently, uncertain parameters of the proposed model are identified by surface finite measured values, in addition, the model parameters are optimized by regularization method and the initial surface residual stress field is obtained. Finally, several experiments are carried out to validate the proposed initial surface residual stress field prediction method. Experimental results show that the predicted values agree well with the measured values, and the average prediction accuracy is 92.96%, so the feasibility and effectiveness of the proposed method are verified.
KW - aluminum alloy surface
KW - finite element analysis
KW - initial surface residual stress
KW - stress function method
KW - X-ray diffraction experiment
UR - http://www.scopus.com/inward/record.url?scp=85197515061&partnerID=8YFLogxK
U2 - 10.1007/s11665-024-09784-x
DO - 10.1007/s11665-024-09784-x
M3 - Article
AN - SCOPUS:85197515061
SN - 1059-9495
JO - Journal of Materials Engineering and Performance
JF - Journal of Materials Engineering and Performance
ER -