Time-domain inverse modeling of Euler–Bernoulli beams supported by an elastic foundation

IF 5.7 2区 工程技术 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Hongju Kim , Boyoung Kim , Jun Won Kang
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引用次数: 0

Abstract

This paper presents a full-waveform inversion (FWI) method for reconstructing the material properties of Euler–Bernoulli beams supported by an elastic foundation, based on measured beam deflections. The forward problem is formulated as an initial–boundary-value problem, incorporating the Euler–Bernoulli beam equation and a Winkler foundation model in the time domain. A PDE-constrained optimization framework is employed to solve the inverse problem, aiming to minimize the misfit between measured and computed deflections, with regularization terms for control variables. The material profiles to be reconstructed include the elastic modulus of the beam and the stiffness of the Winkler foundation. The optimization process involves augmenting the objective functional into a Lagrangian functional and enforcing its stationarity to iteratively solve the state, adjoint, and control problems. Numerical examples examine three cases: (1) reconstruction of the beam’s elastic modulus with known foundation stiffness, (2) reconstruction of the foundation stiffness with known beam modulus, and (3) simultaneous reconstruction of both properties. Results show that both profiles can be accurately reconstructed simultaneously using a single set of measured deflections, without requiring subjective intervention. The developed FWI method demonstrates potential applications in nondestructive evaluation and health monitoring of lifeline structures, including underground pipelines and pavements, by enabling the accurate reconstruction of mechanical properties in beam–foundation systems.
弹性基础支撑欧拉-伯努利梁的时域逆建模
本文提出了一种基于实测梁挠度的全波形反演(FWI)方法,用于重建弹性基础支撑的欧拉-伯努利梁的材料特性。正演问题是一个初边值问题,在时域中结合了Euler-Bernoulli梁方程和Winkler基础模型。采用pde约束优化框架求解反问题,通过正则化控制变量,使测量偏差与计算偏差之间的不拟合最小化。重建的材料剖面包括梁的弹性模量和温克勒基础的刚度。优化过程包括将目标泛函扩展为拉格朗日泛函并增强其平稳性以迭代解决状态、伴随和控制问题。数值算例考察了三种情况:(1)在已知基础刚度的情况下重建梁的弹性模量,(2)在已知梁模量的情况下重建基础刚度,以及(3)同时重建这两种特性。结果表明,在不需要主观干预的情况下,使用一组测量的挠度可以同时准确地重建两个剖面。开发的FWI方法通过精确重建梁基础系统的力学特性,展示了在生命线结构(包括地下管道和路面)的无损评估和健康监测方面的潜在应用。
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
Advances in Engineering Software
Advances in Engineering Software 工程技术-计算机:跨学科应用
CiteScore
7.70
自引率
4.20%
发文量
169
审稿时长
37 days
期刊介绍: The objective of this journal is to communicate recent and projected advances in computer-based engineering techniques. The fields covered include mechanical, aerospace, civil and environmental engineering, with an emphasis on research and development leading to practical problem-solving. The scope of the journal includes: • Innovative computational strategies and numerical algorithms for large-scale engineering problems • Analysis and simulation techniques and systems • Model and mesh generation • Control of the accuracy, stability and efficiency of computational process • Exploitation of new computing environments (eg distributed hetergeneous and collaborative computing) • Advanced visualization techniques, virtual environments and prototyping • Applications of AI, knowledge-based systems, computational intelligence, including fuzzy logic, neural networks and evolutionary computations • Application of object-oriented technology to engineering problems • Intelligent human computer interfaces • Design automation, multidisciplinary design and optimization • CAD, CAE and integrated process and product development systems • Quality and reliability.
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