Evaluation of the ACDR Forming Uniformity for Large-Size Titanium Alloy Heads Based on FEM and RSM Methods

The manufacturing requirements of isotropy, monolithic forming, suppression of welding deformation, high efficiency, and low cost can all be met by the axial closed die rolling (ACDR) forming process when producing a large-sized TC4 titanium alloy shallow-cavity flange-shaped head. This study combines response surface methodology (RSM) with finite element simulation (FEM) to achieve multi-objective optimization by defining four design variables and three response objectives, resulting in the optimal geometric profile and a matching relationship between the optimal organization and performance of the head. The response model was created using the FEM model of the ACDR forming process of the head, and it was optimized using significance analysis and analysis of variance (ANOVA) based on the simulation results. 3D falls and contour plots were used to determine the ideal process parameters for large-size head forming. The head-forming production was completed in accordance with the process parameters, resulting in a perfect and comprehensive head-forging. Additionally, the flow lines were evenly spaced throughout the cavity and easily observable. Every component's microstructure was discovered to be consistent, with grain sizes up to 5-grade. Additionally, there was less than 3% observed variation in the three-way tensile properties.

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Publication Details

Journal
Materials science forum
Published
2025-03-13
DOI
https://doi.org/10.4028/p-xjlow2
Primary Topic
Fatigue and fracture mechanics
Type
article
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Evaluation of the ACDR Forming Uniformity for Large-Size Titanium Alloy Heads Based on FEM and RSM Methods

Jia Zhao, Jianguo Wang, Dong Liu, Jun Wu et al.
Materials science forum
Fatigue and fracture mechanics
article

Evaluation of the ACDR Forming Uniformity for Large-Size Titanium Alloy Heads Based on FEM and RSM Methods

Jia Zhao, Jianguo Wang, Dong Liu, Jun Wu, Jiang Nan, Yan Hui Yang, Yong Hao Zhang
article en

Abstract

The manufacturing requirements of isotropy, monolithic forming, suppression of welding deformation, high efficiency, and low cost can all be met by the axial closed die rolling (ACDR) forming process when producing a large-sized TC4 titanium alloy shallow-cavity flange-shaped head. This study combines response surface methodology (RSM) with finite element simulation (FEM) to achieve multi-objective optimization by defining four design variables and three response objectives, resulting in the optimal geometric profile and a matching relationship between the optimal organization and performance of the head. The response model was created using the FEM model of the ACDR forming process of the head, and it was optimized using significance analysis and analysis of variance (ANOVA) based on the simulation results. 3D falls and contour plots were used to determine the ideal process parameters for large-size head forming. The head-forming production was completed in accordance with the process parameters, resulting in a perfect and comprehensive head-forging. Additionally, the flow lines were evenly spaced throughout the cavity and easily observable. Every component's microstructure was discovered to be consistent, with grain sizes up to 5-grade. Additionally, there was less than 3% observed variation in the three-way tensile properties.

Materials science forumVol. 1145
Northwestern Polytechnical University (CN)
Openalex Percentile: Top 95%
Fatigue and fracture mechanics
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Evaluation of the ACDR Forming Uniformity for Large-Size Titanium Alloy Heads Based on FEM and RSM Methods — Jia Zhao, Jianguo Wang, et al. · Materials science forum (2025) | TGRS Research Map | TGRS