Investigations on probability of defect detection using differential filtering for pulse compression favourable frequency modulated thermal wave imaging for inspection of glass fibre reinforced polymers

V. Kher, Ravibabu Mulaveesala, Anju Rani, V. Arora
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引用次数: 2

Abstract

Thermal Non-Destructive Testing and Evaluation (TNDT&E) plays a crucial role in industrial quality control and structural health monitoring of a variety of materials. Among various TNDT&E modalities, active Infrared Thermography (IRT) has emerged as an extremely promising approach and has gained enormous significance due to its quick, whole field, non-contact and quantitative defect detection capabilities. Pulse Compression favourable Thermal Wave Imaging (PCTWI) especially Frequency Modulated Thermal Wave Imaging (FMTWI) has become popular among a number of active IRT techniques because of increment in defect detection sensitivity as well as test resolution. The present work attempts to explore the applicability of differential filtering post processing scheme for pulse compression favourable FMTWI for enhanced detection contrast, resolution and Probability of Detection (PoD). The proposed scheme has been applied on a Glass Fibre Reinforced Polymer (GFRP) sample with sub-surface flat bottom hole (FBH) defects located inside the sample at different depths. The results presented clearly demonstrate that the differential contrast approach enhances the defect detection probabilities by considering maximum and minimum deviation dip values as a figure of merit. Hence, pulse compression favourable FMTWI employing differential filtering manifests higher Probability of Detection (PoD) for defects located at different depths as compared to taking into account the peak Correlation Coefficient (CC) as a statistical figure of merit. Further Probability of Detection (PoD) of the pulse compression favourable FMTWI technique has been improved by differential filtering post-processing based scheme that reduces the memory requirement, computational cost as well as complexity.
利用脉冲压缩差分滤波对玻璃纤维增强聚合物缺陷检测的可行性研究
热无损检测与评价(TNDT&E)在各种材料的工业质量控制和结构健康监测中发挥着重要作用。在各种TNDT&E模式中,主动红外热成像(IRT)因其快速、全场、非接触和定量的缺陷检测能力而成为一种极具前景的方法,并获得了巨大的意义。脉冲压缩有利的热波成像(PCTWI),特别是调频热波成像(FMTWI)由于缺陷检测灵敏度和测试分辨率的增加,在许多有源红外热成像技术中变得流行。本研究试图探讨差分滤波后处理方案对脉冲压缩有利的FMTWI的适用性,以增强检测对比度,分辨率和检测概率(PoD)。将该方法应用于玻璃纤维增强聚合物(GFRP)样品中,该样品的亚表面平底孔(FBH)缺陷位于样品的不同深度。结果清楚地表明,差分对比方法通过考虑最大和最小偏差值作为优点值来提高缺陷检测概率。因此,与考虑峰值相关系数(CC)作为优点的统计数字相比,采用差分滤波的脉冲压缩有利的FMTWI对位于不同深度的缺陷表现出更高的检测概率(PoD)。基于差分滤波后处理的方案进一步提高了脉冲压缩有利FMTWI技术的检测概率(PoD),降低了存储需求、计算成本和复杂度。
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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