| Literature DB >> 34565830 |
Arash Ebrahimian1, Haimi Tang2, Cosme Furlong3,2,4,5, Jeffrey Tao Cheng4,5, Nima Maftoon1.
Abstract
We propose a novel material characterization method to estimate the Young's modulus of thin 2-D structures using non-modal noisy single frequency harmonic vibration data measured with holography. The method uses finite-difference discretization to apply the plate equation to all measured pixels inside the boundary of the vibrating structure and then treats the problem as a Bayesian optimization process to find the value of the Young's modulus by minimizing the Euclidian distance between the measured displacement field and repeatedly calculated displacement field using the plate equation. In order to assess the accuracy of the method, ground truth harmonic displacement magnitude fields of different plates were obtained using analytical solutions and the finite-element method and were used to estimate the Young's moduli. We applied Gaussian and non-Gaussian noise with different intensities to assess the robustness and accuracy of the proposed material characterization method in the presence of noise. We demonstrated that for multiple benchmarks for signal to noise ratio of down to 0 dB, our proposed method had errors of less than 5%. We also quantified the effects of uncertainties in the geometrical and material parameters as well as boundary conditions on the estimated Young's modulus. Furthermore, we studied the effects of the mesh size on the runtime and applied the method to experimental holography vibration measurement data of a copper plate.Entities:
Keywords: harmonic response; holography vibrometry; material characterization; non-modal vibration; thin plate vibrations
Year: 2021 PMID: 34565830 PMCID: PMC8457049 DOI: 10.1016/j.ijmecsci.2021.106390
Source DB: PubMed Journal: Int J Mech Sci ISSN: 0020-7403 Impact factor: 5.329