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 sy... read more

Structural health monitoring.
Tufts University. Department of Civil and Environmental Engineering.
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Original publication
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.
ID: tufts:18949
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