Comparison of Two-Dimensional Fields Generated by Numerical Simulation and Digital Image Correlation

A method is proposed for superimposing the two-dimensional data fields derived by the finite-element method and by digital image correlation. This entails interpolation of the initial data on an irregular grid by selecting the points on a regular grid closest to the initial points using a k -dimensi...

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Veröffentlicht in:Russian engineering research 2023, Vol.43 (1), p.21-26
Hauptverfasser: Grinevich, D. V., Yakovlev, N. O., Slavin, A. V., Vlasov, I. I.
Format: Artikel
Sprache:eng
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Zusammenfassung:A method is proposed for superimposing the two-dimensional data fields derived by the finite-element method and by digital image correlation. This entails interpolation of the initial data on an irregular grid by selecting the points on a regular grid closest to the initial points using a k -dimensional tree algorithm (the KD-Tree algorithm in Python). A method is outlined for eliminating the influence of outliers and edge effects on the visualization of the estimates, using a weighting function.
ISSN:1068-798X
1934-8088
DOI:10.3103/S1068798X23020132