Optimal solution selection for sensitivity-based finite element model updating and structural damage detection
Renken, Jay A.
Gordis, Joshua H.
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The finite element model has become the standard way in which complex structural systems are modeled, analyzed, and the effects of loading simulated. A new method is developed for comparing the finite element simulation to experimental data, so the model can be validated, which is a critical step before a model can be used to simulate the system. An optimization process for finite element structural dynamic models utilizing sensitivity based updating is applied to the model updating and damage detection problems. Candidate solutions are generated for the comparison of experimental frequencies to analytical frequencies, with mode shape comparison used as the selection criteria for the optimal solution. The method is applied to spatially complete simulations and to spatially incomplete experimental data which includes the model validation of a simple airplane model, and the damage localization in composite and steel beams with known installed damage. (AN)
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Gordis, Joshua H. (Monterey, California. Naval Postgraduate School, 1997);The updating of finite element models commonly makes use of measured modal parameters. The number of modal parameters measured in a typical modal test is small, while the number of model parameters to be adjusted can be ...
Experimental validation of model updating and damage detection via eigenvalue sensitivity methods with artificial boundary conditions Bouwense, Matthew D. (Monterey, California: Naval Postgraduate School, 2017-09);The use of finite element modeling (FEM) in design has expanded as computers have become more capable. Despite these advancements, the construction of physical prototypes remains an essential aspect of design and testing. ...
Damanakis, Emmanouil (Monterey, California: Naval Postgraduate School, 2017-03);In structural engineering, a finite element model is often used to estimate its dynamic or static behavior, and in conjunction with measured data, to monitor the health of a structure. This research is focusing on the use ...