{"title":"Time-domain inverse modeling of Euler–Bernoulli beams supported by an elastic foundation","authors":"Hongju Kim , Boyoung Kim , Jun Won Kang","doi":"10.1016/j.advengsoft.2025.103949","DOIUrl":null,"url":null,"abstract":"<div><div>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.</div></div>","PeriodicalId":50866,"journal":{"name":"Advances in Engineering Software","volume":"207 ","pages":"Article 103949"},"PeriodicalIF":5.7000,"publicationDate":"2025-05-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Advances in Engineering Software","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0965997825000870","RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS","Score":null,"Total":0}
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.
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.