Identification of boundary conditions by solving Cauchy problem in linear elasticity with material uncertainties

This work is a contribution to non-destructive testing in the context of uncertainties. It consists in identifying boundary conditions on an inaccessible part of a solid body boundary, from the knowledge of over-specified data given on an accessible part of this boundary. This problem is well known as Cauchy problem. The material properties are considered uncertain. Polynomial chaos expansion is used in order to solve this Cauchy problem in the random context. A stochastic constrained optimization problem is formulated and solved. Numerical experiments are presented.

[1]  Béatrice Faverjon,et al.  Effects of random stiffness variations in multistage rotors using the Polynomial Chaos Expansion , 2013 .

[2]  Weichung Yeih,et al.  An Inverse Problem in Elasticity With Partially Overprescribed Boundary Conditions, Part I: Theoretical Approach , 1993 .

[3]  A. N. Tikhonov,et al.  Solutions of ill-posed problems , 1977 .

[4]  Lawrence E. Payne,et al.  Uniqueness Theorems in Linear Elasticity , 1971 .

[5]  Thouraya Baranger,et al.  Three-dimensional recovery of stress intensity factors and energy release rates from surface full-field displacements , 2013 .

[6]  Thouraya Baranger,et al.  An energy error-based method for the resolution of the Cauchy problem in 3D linear elasticity , 2008 .

[7]  N. Zabaras,et al.  Stochastic inverse heat conduction using a spectral approach , 2004 .

[8]  Thouraya Baranger,et al.  The incremental Cauchy Problem in elastoplasticity: General solution method and semi-analytic formulae for the pressurised hollow sphere , 2015 .

[9]  Vladimir Maz’ya,et al.  An iterative method for solving the Cauchy problem for elliptic equations , 1991 .

[10]  Morton Lowengrub,et al.  Some Basic Problems of the Mathematical Theory of Elasticity. , 1967 .

[11]  N. Metropolis,et al.  The Monte Carlo method. , 1949 .

[12]  R. Ghanem,et al.  Stochastic Finite Elements: A Spectral Approach , 1990 .

[13]  Pierre Ladevèze,et al.  An Updating Method for Structural Dynamics Models with Uncertainties , 2007 .

[14]  Pierre Ladevèze,et al.  Review: Validation of stochastic linear structural dynamics models , 2009 .

[15]  M. Klibanov Carleman estimates for global uniqueness, stability and numerical methods for coefficient inverse problems , 2012, 1210.1780.

[16]  J. Hadamard,et al.  Lectures on Cauchy's Problem in Linear Partial Differential Equations , 1924 .

[17]  Daniel Lesnic,et al.  The method of fundamental solutions for the Cauchy problem in two-dimensional linear elasticity , 2004 .

[18]  Pierre Ladevèze,et al.  Model validation in the presence of uncertain experimental data , 2004 .

[19]  Weichung Yeih,et al.  An Inverse Problem in Elasticity With Partially Overprescribed Boundary Conditions, Part II: Numerical Details , 1993 .

[20]  Thouraya Baranger,et al.  An optimization approach for the Cauchy problem in linear elasticity , 2008 .

[21]  Haym Benaroya,et al.  Finite Element Methods in Probabilistic Structural Analysis: A Selective Review , 1988 .

[22]  Masanobu Shinozuka,et al.  Neumann Expansion for Stochastic Finite Element Analysis , 1988 .

[23]  Huy Duong Bui,et al.  Inverse Problems in the Mechanics of Materials: An Introduction , 1994 .

[24]  H. Beckert R. J. Knops and L. E. Payne, Uniqueness Theorems in Linear Elasticity. (Springer Tracts in Natural Philosophy, Vol. 19). IX + 130 S. Berlin/Heidelberg/New York 1971. Springer-Verlag. Preis geb. DM 36,— , 1973 .

[25]  M. Reynier,et al.  Updating of finite element models using vibration tests , 1994 .

[26]  T. N. Baranger,et al.  Constitutive law gap functionals for solving the Cauchy problem for linear elliptic PDE , 2011, Appl. Math. Comput..

[27]  Vimal Singh,et al.  Perturbation methods , 1991 .