热成像
材料科学
余辉
光学
阿卡克信息准则
红外线的
统计
数学
物理
伽马射线暴
天文
作者
Harutyun Yagdjian,Martin Gurka
标识
DOI:10.1016/j.infrared.2024.105349
摘要
• The influence of the thermal afterglow of the flash lamp used as a heat source in active IRT was systematically investigated. • We present a modified analytical form for a more precise description of the heating pulse and compare it with existing models. • Introduction of an automated algorithm to precisely determine the end of the thermal afterglow of the flash lamp. • Validation of results with a comprehensive statistical analysis of the measured pulse shape. • Faster and more reliable quantitative evaluation of experimental data. In this work, the influence of the afterglow effects from a source impulse on commonly used data processing methods of infrared thermography (IRT), such as Pulsed Phase Thermography (PPT) and Thermographic Signal Reconstruction (TSR) was investigated. To resolve this issue, we propose the adoption of a modified mathematical model or an empirical function to approximate the flash lamp pulse, which we recorded during the test with a photodiode. Two models were evaluated: one consisting of a combination of exponential and power functions describing the entire pulse and a second, focusing only on the decreasing phase. The models were compared with well-established empirical functions, such as those of Degiovanni and Vageswar, using the widely known statistical scores R 2 adjusted and Akaike information criterion . The quantitative comparison revealed better fitting results for our proposed models. Additionally, we introduce an algorithm based on Hough transform-clustering for automated determination of the exact pulse length. Statistical analyses were performed to evaluate the reproducibility of the measured pulse shape. The results from applying the first model as pulse correction is compared to another widespread IR data treatment methodology, such as Modified Differential Absolute Contrast (MDAC). We also consider the impact of the afterglow effects on the Source Distribution Image (SDI). Two different specimens were used in the experiments: a homogeneous polymer sheet with blind holes as defects and an in-homogeneous plate made of carbon fiber reinforced polymer (CFRP) with artificial defects made from Tetrafluorethylen-Hexafluorpropylen-Copolymer (FEP) foil inserts. In both experiments a quantitative comparison was made using the Tanimoto criterion (TC), indicating an improved sensitivity. This work forms the basis for a faster and more reliable quantitative evaluation of experimental data, in particular algorithms for the automated detection and assessment of manufacturing defects or in-service damage will benefit from these results.
科研通智能强力驱动
Strongly Powered by AbleSci AI