Hierarchical and Robust Intelligent Design System for Aircraft Skin Die Face of Stretch Forming

Most aircraft skin components are typical sheet metal components, and stretch forming serves as the primary forming process. The die face is the core foundation for both the finite element simulation and mold trial. Due to the intricate geometric characteristics of aircraft skin components and iterative revisions caused by stretch forming process adjustments and product design changes, the die face design of aircraft skin components is inherently time-intensive, highly complex, and prone to instability. To address these issues, a Hierarchical and Hybrid Association Method (HHAM) based on a robust updating mechanism and hybrid associations is proposed for the intelligent design system. HHAM can significantly enhance the stability and efficiency of die face design. Specifically, the hierarchical and automatic updating process of HHAM, incorporating robust error handling mechanisms, is the core methodology that guarantees the stability of complex and iterative die face design for aircraft skin. Moreover, the inter-module hybrid association, which integrates parametric modeling and automatic connection techniques, eliminates the instability in die face design updating caused by feature and topology variations. Additionally, robust geometric algorithms for wireframe modeling effectively improve the surface quality and generation success rate of the die face. The intelligent design system developed based on the CATIA platform has been successfully applied in two professional aircraft skin component manufacturing enterprises. Case studies and industrial application practices verify the effectiveness of the proposed system, achieving a 72.7% improvement in design efficiency and a 70.27% reduction in the risk of die face update errors.

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Publication Details

Journal
Metals
Published
2026-01-14
DOI
https://doi.org/10.3390/met16010094
Primary Topic
Metal Forming Simulation Techniques
Type
article
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article

Hierarchical and Robust Intelligent Design System for Aircraft Skin Die Face of Stretch Forming

Z. M. Zhang, Yi Wei, Xilei Zhang, Yuqi Liu et al.
Metals
Metal Forming Simulation Techniques
article

Hierarchical and Robust Intelligent Design System for Aircraft Skin Die Face of Stretch Forming

Z. M. Zhang, Yi Wei, Xilei Zhang, Yuqi Liu, Haijiao Kong, Zhen Wang
article en

Abstract

Most aircraft skin components are typical sheet metal components, and stretch forming serves as the primary forming process. The die face is the core foundation for both the finite element simulation and mold trial. Due to the intricate geometric characteristics of aircraft skin components and iterative revisions caused by stretch forming process adjustments and product design changes, the die face design of aircraft skin components is inherently time-intensive, highly complex, and prone to instability. To address these issues, a Hierarchical and Hybrid Association Method (HHAM) based on a robust updating mechanism and hybrid associations is proposed for the intelligent design system. HHAM can significantly enhance the stability and efficiency of die face design. Specifically, the hierarchical and automatic updating process of HHAM, incorporating robust error handling mechanisms, is the core methodology that guarantees the stability of complex and iterative die face design for aircraft skin. Moreover, the inter-module hybrid association, which integrates parametric modeling and automatic connection techniques, eliminates the instability in die face design updating caused by feature and topology variations. Additionally, robust geometric algorithms for wireframe modeling effectively improve the surface quality and generation success rate of the die face. The intelligent design system developed based on the CATIA platform has been successfully applied in two professional aircraft skin component manufacturing enterprises. Case studies and industrial application practices verify the effectiveness of the proposed system, achieving a 72.7% improvement in design efficiency and a 70.27% reduction in the risk of die face update errors.

MetalsVol. 16(1)
Huafon Group (China) (CN), Huazhong University of Science and Technology (CN)
Industry, innovation and infrastructure
Openalex Percentile: Top 88%
Metal Forming Simulation Techniques
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Hierarchical and Robust Intelligent Design System for Aircraft Skin Die Face of Stretch Forming — Z. M. Zhang, Yi Wei, et al. · Metals (2026) | TGRS Research Map | TGRS