Assembly damage assessment of composite plates using uncertainty quantification and statistical analysis

IF 2.2 3区 工程技术 Q2 MECHANICS
Xin Tong, Jianfeng Yu, Shengqiang Cui, Dong Xue, Jie Zhang, Yuan Li
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引用次数: 0

Abstract

During the assembly process, deformation occurs in composite thin-walled parts, leading to damage at the hole connections of their single-longitudinal splice (SLS) joints. To predict assembly damage in the design process, it is usually necessary to combine uncertainty analysis with finite element analysis (FEA) methods. However, this field has limited progress due to the large size of the analyzed objects relative to their span and the large number of constraints that increase computational costs and complexity. In this study, we employed a linear elastic method to analyze the assembly process of thin-walled components. We achieved the uncertainty propagation (UP) and uncertainty quantification (UQ) of profile deviation random fields by using sub-modeling techniques, and obtained the stress distribution around the connection holes. The validity of the method was confirmed through a comparison with a full-process FEA of a three-hole SLS model. By integrating our method with the Hashin damage criterion, we proposed a statistical analysis approach for predicting assembly failure in SLS joints. The results demonstrated that considering only the profile deviation of the composite panel wall had a significant impact on material damage.

用不确定度量化和统计分析评价复合材料板的装配损伤
复合材料薄壁件在装配过程中会发生变形,导致其单纵向拼接(SLS)接头的孔连接处出现损伤。为了预测设计过程中的装配损伤,通常需要将不确定性分析与有限元分析方法相结合。然而,由于分析对象相对于其跨度的大尺寸以及增加计算成本和复杂性的大量约束,该领域的进展有限。本文采用线弹性方法对薄壁零件的装配过程进行了分析。利用子建模技术实现了剖面偏差随机场的不确定性传播(UP)和不确定性量化(UQ),得到了连接孔周围的应力分布。通过与三孔SLS模型的全过程有限元分析对比,验证了该方法的有效性。将该方法与Hashin损伤准则相结合,提出了一种预测SLS接头装配失效的统计分析方法。结果表明,仅考虑复合板壁廓形偏差对材料损伤有显著影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
4.40
自引率
10.70%
发文量
234
审稿时长
4-8 weeks
期刊介绍: Archive of Applied Mechanics serves as a platform to communicate original research of scholarly value in all branches of theoretical and applied mechanics, i.e., in solid and fluid mechanics, dynamics and vibrations. It focuses on continuum mechanics in general, structural mechanics, biomechanics, micro- and nano-mechanics as well as hydrodynamics. In particular, the following topics are emphasised: thermodynamics of materials, material modeling, multi-physics, mechanical properties of materials, homogenisation, phase transitions, fracture and damage mechanics, vibration, wave propagation experimental mechanics as well as machine learning techniques in the context of applied mechanics.
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