Flash thermography to detect and evaluate impacts in polycarbonate parts produced by additive manufacturing

IF 4.1 2区 材料科学 Q1 MATERIALS SCIENCE, CHARACTERIZATION & TESTING
Manuel Rodríguez-Martin , Javier Pisonero , Diego González-Aguilera , Francisco Javier Madruga
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Abstract

In this work, active thermography has been evaluated for detecting impacts on polycarbonate parts produced by additive manufacturing with different fillers and under various impact energies. Polycarbonate is a material with very good impact resistance, very useful in sectors where security is critical (e.g., aeronautics, vehicle engineering, ballistics, defense, etc.). The impacts were specifically generated on the back face (non-visible) of the part, using a standardized test under controlled energy conditions. Specifically, flash thermography was used, and different processing techniques was applied. The most favorable results were obtained by principal component analysis (PCA). From a qualitative perspective, the proposed method allows to detect and evaluate the impact from the back side of the part (non-impacted side) taking into account the different material fillings. From a quantitative point of view, by using parametric and non-parametric tests, it can be shown that there are statistically significant differences between the image levels in the defect zone and the non-defect zone, and it is even possible to establish a correlation between the medians of the detected levels and the impact energy.

利用闪光热成像技术检测和评估通过快速成型技术生产的聚碳酸酯部件所受到的冲击。
在这项工作中,对主动热成像技术进行了评估,以检测在不同填充物和不同冲击能量下,通过增材制造技术生产的聚碳酸酯部件受到的冲击。聚碳酸酯是一种耐冲击性非常好的材料,在对安全性要求很高的领域(如航空、车辆工程、弹道学、国防等)非常有用。通过在可控能量条件下进行标准化测试,专门对部件的背面(不可见)进行冲击。具体而言,使用了闪光热成像技术和不同的处理技术。通过主成分分析(PCA)获得了最有利的结果。从定性的角度来看,考虑到不同的材料填充,所提出的方法可以检测和评估来自零件背面(非撞击面)的撞击。从定量的角度来看,通过使用参数和非参数检验,可以证明缺陷区和非缺陷区的图像水平存在显著的统计学差异,甚至可以在检测到的水平中值和冲击能量之间建立相关性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Ndt & E International
Ndt & E International 工程技术-材料科学:表征与测试
CiteScore
7.20
自引率
9.50%
发文量
121
审稿时长
55 days
期刊介绍: NDT&E international publishes peer-reviewed results of original research and development in all categories of the fields of nondestructive testing and evaluation including ultrasonics, electromagnetics, radiography, optical and thermal methods. In addition to traditional NDE topics, the emerging technology area of inspection of civil structures and materials is also emphasized. The journal publishes original papers on research and development of new inspection techniques and methods, as well as on novel and innovative applications of established methods. Papers on NDE sensors and their applications both for inspection and process control, as well as papers describing novel NDE systems for structural health monitoring and their performance in industrial settings are also considered. Other regular features include international news, new equipment and a calendar of forthcoming worldwide meetings. This journal is listed in Current Contents.
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