2019
DOI: 10.1088/1757-899x/563/4/042028
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Using Deep Learning Techniques for Sandwich Panels with Truss Core Damage Detection

Abstract: In the previous study, the accuracy of damage detection for the sandwich structures with truss core (SPTC) was affected by the selected damage index, Other than this, human subjective judgment could also not directly determine the degree and the location of damage for SPTC. In this paper, the deep learning method is applied to identify the damage for SPTC, and the dataset of the training deep learning model is obtained based on the dynamic method. This paper adopts to the Caffe, which is a deep learning open s… Show more

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“…Reddy et al [74] focus on estimating the vibrational behavior of laminated plates using ANN model. Wang et al [75] employs deep learning techniques to detect damage in sandwich panels with truss cores, offering an advanced approach for identifying structural integrity issues through sophisticated data analysis.…”
Section: Introductionmentioning
confidence: 99%
“…Reddy et al [74] focus on estimating the vibrational behavior of laminated plates using ANN model. Wang et al [75] employs deep learning techniques to detect damage in sandwich panels with truss cores, offering an advanced approach for identifying structural integrity issues through sophisticated data analysis.…”
Section: Introductionmentioning
confidence: 99%