Reconstruction of constitutive parameters in isotropic linear elasticity from noisy full-field measurements

被引:21
|
作者
Bal, Guillaume [1 ]
Bellis, Cedric [2 ]
Imperiale, Sebastien [3 ]
Monard, Francois [4 ]
机构
[1] Columbia Univ, Dept Appl Phys & Appl Math, New York, NY 10027 USA
[2] LMA, CNRS UPR 7051, F-13402 Marseille 20, France
[3] INRIA, Project Team M3DISIM, F-91120 Palaiseau, France
[4] Univ Washington, Dept Math, Seattle, WA 98195 USA
关键词
quantitative parameter identification; internal data; regularization method; elastography; Lame system; SYSTEM;
D O I
10.1088/0266-5611/30/12/125004
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
Within the framework of linear elasticity we assume the availability of internal full-field measurements of the continuum deformations of a non-homogeneous isotropic solid. The aim is the quantitative reconstruction of the associated moduli. A simple gradient system for the sought constitutive parameters is derived algebraically from the momentum equation, whose coefficients are expressed in terms of the measured displacement fields and their spatial derivatives. Direct integration of this system is discussed to finally demonstrate the inexpediency of such an approach when dealing with noisy data. Upon using polluted measurements, an alternative variational formulation is deployed to invert for the physical parameters. Analysis of this latter inversion procedure provides existence and uniqueness results while the reconstruction stability with respect to the measurements is investigated. As the inversion procedure requires differentiating the measurements twice, a numerical differentiation scheme based on an ad hoc regularization then allows an optimally stable reconstruction of the sought moduli. Numerical results are included to illustrate and assess the performance of the overall approach.
引用
收藏
页数:22
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