Complete mechanical regularization applied to digital image and volume correlation

被引:36
作者
Mendoza, Arturo [1 ,2 ]
Neggers, Jan [1 ]
Hild, Francois [1 ]
Roux, Stephane [1 ]
机构
[1] Univ Paris Saclay, CNRS, ENS Paris Saclay, LMT, F-94235 Cachan, France
[2] Safran Tech, F-78772 Magny Les Hameaux, France
关键词
Digital image correlation; Digital volume correlation; Mechanical regularization; Equilibrium gap; FINITE-ELEMENT FORMULATION; DISPLACEMENT-FIELDS; IDENTIFICATION; TOMOGRAPHY; PARAMETERS;
D O I
10.1016/j.cma.2019.06.005
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This paper presents a new regularization scheme for Digital Image Correlation (DIC) and Digital Volume Correlation (DVC) techniques based on the equilibrium gap method with reference to a linear elastic behavior. This scheme constitutes a unique framework for performing the so-called mechanical regularization for any problem dimension. "Complete regularization" refers to the fact that a specific treatment of boundaries (surfaces) is introduced here on the same footing as the bulk, independently of the complexity of their shape. The proposed treatment distinguishes the roles that different boundaries (Neumann or Dirichlet) play in mechanical tests. Numerical cases on synthetic data and a real experimental test validate the robustness and accuracy of the method. The analyzed experiment shows that only the use of (complete) regularization ensures convergence. Even in the cases where such regularization is not employed but convergence is achieved, it is at much higher cost. These results reveal the benefit of regularization on the convergence rate of DVC. (C) 2019 Elsevier B.V. All rights reserved.
引用
收藏
页码:27 / 43
页数:17
相关论文
共 43 条
  • [1] [Anonymous], 2005, P 2005 ACM S SOLID P, DOI DOI 10.1145/1060244.1060256
  • [2] [Anonymous], 2009, IMAGE CORRELATION SH, DOI DOI 10.1007/978-0-387-78747-3
  • [3] [Anonymous], 2015, CORRELI 3 0
  • [4] [Anonymous], 1977, Solution of Ill-posed problems
  • [5] Overview of identification methods of mechanical parameters based on full-field measurements
    Avril, Stephane
    Bonnet, Marc
    Bretelle, Anne-Sophie
    Grediac, Michel
    Hild, Francois
    Ienny, Patrick
    Latourte, Felix
    Lemosse, Didier
    Pagano, Stephane
    Pagnacco, Emmanuel
    Pierron, Fabrice
    [J]. EXPERIMENTAL MECHANICS, 2008, 48 (04) : 381 - 402
  • [6] Baldi A., 2016, Conf. Proc. Soc. Exper.Mech. Ser., V3, P175, DOI [10.1007/978-3-319-22446-6_22, DOI 10.1007/978-3-319-22446-6_22]
  • [7] Methods and applications of digital volume correlation
    Bay, B. K.
    [J]. JOURNAL OF STRAIN ANALYSIS FOR ENGINEERING DESIGN, 2008, 43 (08) : 745 - 760
  • [8] Digital volume correlation: Three-dimensional strain mapping using X-ray tomography
    Bay, BK
    Smith, TS
    Fyhrie, DP
    Saad, M
    [J]. EXPERIMENTAL MECHANICS, 1999, 39 (03) : 217 - 226
  • [9] Bergstra J, 2012, J MACH LEARN RES, V13, P281
  • [10] ILL-POSED PROBLEMS IN EARLY VISION
    BERTERO, M
    POGGIO, TA
    TORRE, V
    [J]. PROCEEDINGS OF THE IEEE, 1988, 76 (08) : 869 - 889