Finite element analysis with deformed shape constraints generated by laser-scanned point clouds

IF 2.7 3区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY International Journal for Numerical Methods in Engineering Pub Date : 2024-06-26 DOI:10.1002/nme.7555
Hibiya Haraki, Yasunori Yusa, Hiroshi Masuda
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Abstract

This article proposes a computational method for finite element analysis with deformed shape constraints for analyzing constructed structures to account for deformations that occur before shape measurement by a terrestrial laser scanner (TLS). In this method, point clouds obtained by a TLS are considered as a partial surface of the deformed structure. An analysis model is assumed to be created from CAD data or drawings. The analysis is performed under deformed shape constraints, namely, the deformed surface constraints or the normal vector constraints, which are generated by the point clouds. These constraints are introduced to reproduce the current displacements and stresses for the structure through the analysis. This method was applied to analyses of a plate and a desk using point clouds, which were created virtually on a computer or obtained by a TLS in the numerical examples. The results showed that this method can consider unexpected deformations that occur before laser scanning. Although the computed stresses oscillated when the scanned point cloud was used due to measurement errors and conventional point cloud processing methods, the stress values were responsive enough to indicate unnatural shapes of the deformed structure. Moreover, the oscillation was observed only in areas with constraints, whereas it was not seen in areas without constraints.

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利用激光扫描点云生成的变形形状约束进行有限元分析
本文提出了一种带有变形形状约束的有限元分析计算方法,用于分析已建结构,以考虑地面激光扫描仪(TLS)测量形状之前发生的变形。在该方法中,由 TLS 获得的点云被视为变形结构的局部表面。假定分析模型是根据 CAD 数据或图纸创建的。分析在变形形状约束(即由点云生成的变形表面约束或法向量约束)下进行。引入这些约束是为了通过分析再现结构当前的位移和应力。在数值示例中,我们使用计算机虚拟创建的点云或通过 TLS 获取的点云对板材和桌面进行了分析。结果表明,这种方法可以考虑激光扫描前发生的意外变形。虽然在使用扫描点云时,由于测量误差和传统的点云处理方法,计算出的应力会发生振荡,但应力值的响应速度足以显示出变形结构的非自然形状。此外,只有在有约束条件的区域才会出现振荡,而在没有约束条件的区域则不会出现振荡。
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来源期刊
CiteScore
5.70
自引率
6.90%
发文量
276
审稿时长
5.3 months
期刊介绍: The International Journal for Numerical Methods in Engineering publishes original papers describing significant, novel developments in numerical methods that are applicable to engineering problems. The Journal is known for welcoming contributions in a wide range of areas in computational engineering, including computational issues in model reduction, uncertainty quantification, verification and validation, inverse analysis and stochastic methods, optimisation, element technology, solution techniques and parallel computing, damage and fracture, mechanics at micro and nano-scales, low-speed fluid dynamics, fluid-structure interaction, electromagnetics, coupled diffusion phenomena, and error estimation and mesh generation. It is emphasized that this is by no means an exhaustive list, and particularly papers on multi-scale, multi-physics or multi-disciplinary problems, and on new, emerging topics are welcome.
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