Hierarchical Bayesian model updating for structural identification.

Behmanesh, Iman.

Moaveni, Babak.

Lombaert, Geert.

Papadimitriou, Costas.


  • A new probabilistic finite element (FE) model updating technique based on Hierarchical Bayesian modeling is proposed for identification of civil structural systems under changing ambient/environmental conditions. The performance of the proposed technique is investigated for (1) uncertainty quantification of model updating parameters, and (2) probabilistic damage identification of the structural ... read more
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  • I. Behmanesh, B. Moaveni, G. Lombaert and C. Papadimitriou. Hierarchical bayesian model updating for structural identification. Mechanical Systems and Signal Processing 64-65pp. 360-376. 2015. http://dx.doi.org/10.1016/j.ymssp.2015.03.026.
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