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In our case, due to the significant biological variations existing among blueberry samples, the classifier required frequent updates in practical applications, and the active learning algorithms could remarkably reduce label effort during the model updating processes.
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Discussions on the relative accuracy of identified natural frequency and mode shape and their relative significance in the model updating process have been made via processing the vibration data through the Fast Bayesian FFT modal identification method.
A preliminary model updating process was applied to define the boundary conditions and initial material properties.
This variability propagates through the FE model updating process and therefore yields uncertainty in the FE model updating results.
The real application to a full-size bridge has demonstrated that the FE model updating process is efficient and convenient.
The model updating process using the developed sampling scheme can be terminated once the user defined confidence target is satisfied.
Provided that the initial data of structural modeling is more precise, the model updating process will yield preferable and more precise results in damage localization.
By utilizing an error only related to the measured DOF one avoids the need for model expansion or model reduction, difficulties commonly present in the model updating process.
Using measurements from the real structure and performing a model updating process, the parameters of the two presented models are estimated.
This paper therefore aims to clarify the importance of this linking and to describe the complete model updating process as applicable in civil structural engineering.
The structural stiffness parameters in the intact state and damaged state are, respectively, derived with a two-stage model updating process.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com