AEROSPACE SHANGHAI, Volume. 42, Issue 2, 121(2025)

A Rapid Prediction Method for the Bearing Limit of Composite-bolted Joints Based on Vision Transformer Networks

Yu REN, Yuming LIU, Qingyuan LIN, Yong ZHAO*, and Hui CHENG
Author Affiliations
  • Shanghai Key Laboratory of Digital Manufacture for Thin-walled Structures, Shanghai Jiao Tong University, Shanghai200240, China
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    References(12)

    [11] W HUANG, J LIN, Z KONG et al. Stream-of-variation (SOVA) modeling II:a generic 3D variation model for rigid body assembly in multistation assembly processes. Journal of Manufacturing Science & Engineering, 129, 821-831(2007).

    [12] P FRANCIOSA, S GERBINO, S PATALANO. Simulation of variational compliant assemblies with shape errors based on morphing mesh approach. The International Journal of Advanced Manufacturing Technology, 53, 47-61(2011).

    [13] N ANWER, A BALLU, L MATHIEU. The skin model,a comprehensive geometric model for engineering design. CIRP Annals - Manufacturing Technology, 62, 143-146(2013).

    [14] B SCHLEICH, N ANWER, L MATHIEU et al. Contact and mobility simulation formechanical assemblies based on skin model shapes. Journal of Computing and Information Science in Engineering, 15(2015).

    [15] B SCHLEICH, N ANWER, L MATHIEU et al. Skin model shapes: A new paradigm shiftfor geometric variations modelling in mechanical engineering. Computer-Aided Design, 1-15(2014).

    [16] B SCHLEICH, S WARTZACK. Approaches for the assembly simulation of skin modelshapes. Computer-Aided Design, 18-33(2015).

    [17] C GUO, J LIU, K JIANG. Efficient statistical analysis of geometric tolerances using unified error distribution and an analytical variation model. The International Journal of Advanced Manufacturing Technology, 84, 347-360(2016).

    [22] J LIN, S JIN, C ZHENG. et al Compliant assembly variation analysis of aeronautical panels using unified substructures with consideration of identical parts. Computer-Aided Design, 29-40(2014).

    [30] M BUEHLER. FieldPerceiver: domain agnostic transformer model to predict multiscale physical fields and nonlinear material properties through neural ologs. Materials Today, 9-25(2022).

    [34] B ZHANG, L ZHOU. Feature analysis of fractal surface roughness based on three-dimensional W-M function. Journal of Physics Conference Series, 1906(2021).

    [35] Q LIN, Y ZHAO, W PAN et al. An improved 3D model of composite bolted joints with detailed thread structure and progressive damage analysis of realistic tightening process. Composite structures, 117036(2023).

    [36] A DOSOVITSKIY, L BEYER, A KOLESNIKOV et al. An image is worth 16x16 words: transformers for image recognition at scale, 1-21(2021).

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    Yu REN, Yuming LIU, Qingyuan LIN, Yong ZHAO, Hui CHENG. A Rapid Prediction Method for the Bearing Limit of Composite-bolted Joints Based on Vision Transformer Networks[J]. AEROSPACE SHANGHAI, 2025, 42(2): 121

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    Paper Information

    Category: Simulation and Analysis

    Received: Jan. 8, 2025

    Accepted: --

    Published Online: May. 26, 2025

    The Author Email:

    DOI:10.19328/j.cnki.2096-8655.2025.02.012

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