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| Main Authors: | , , , , |
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| Format: | Preprint |
| Published: |
2025
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| Subjects: | |
| Online Access: | https://arxiv.org/abs/2505.08172 |
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| _version_ | 1866915286269034496 |
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| author | Karimi, Arash Harris, Zachery B. Heller, Erica Vahey, Paul Arbab, M. Hassan |
| author_facet | Karimi, Arash Harris, Zachery B. Heller, Erica Vahey, Paul Arbab, M. Hassan |
| contents | Coating thickness measurement and inspection of defects beneath optically opaque surfaces are among the most promising commercial applications of the terahertz (THz) imaging technology. However, there are two main sources of complexity in THz spectral measurements that have resulted in reduced accuracy and high uncertainty in the determination of coating thicknesses. These factors include: 1. The need for \textit{a priori} knowledge of the complex index of refraction of each coating layer, and 2. The complex and polarization-sensitive reflectivity of samples with carbon-fiber-reinforced polymer (CFRP) substrates. In this paper, we propose a combined hardware and software solution to address these two limitations. We employ the polarimetric version of our Portable HAndheld Spectral Reflection (PHASR) Scanner and use a novel training model on time-of-flight measurements obtained by sparse deconvolution of the THz time-domain pulses. Our method does not depend on separate measurement of the index of refraction of the coating layers; rather, it relies on a physics-based linear model, trained using a small subset of the sample data. We show that thickness measurements with mean square error of about 10 $μ$m and accuracy of more than 92\% can be achieved when the useful bandwidth of the scanner is limited to about 1.5 THz using photoconductive antenna emitters and detectors. We show that the anisotropic response of the carbon fiber bundles and the weave pattern structure of the substrate can significantly influence the accuracy of the coating measurement, and therefore a polarimetric imaging approach should be used for inspection of similar samples. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2505_08172 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | Measurement of Multilayer Coating Thickness on Interwoven Carbon-Fiber-Reinforced Polymers Using the Terahertz PHASR Scanner Karimi, Arash Harris, Zachery B. Heller, Erica Vahey, Paul Arbab, M. Hassan Applied Physics Optics Coating thickness measurement and inspection of defects beneath optically opaque surfaces are among the most promising commercial applications of the terahertz (THz) imaging technology. However, there are two main sources of complexity in THz spectral measurements that have resulted in reduced accuracy and high uncertainty in the determination of coating thicknesses. These factors include: 1. The need for \textit{a priori} knowledge of the complex index of refraction of each coating layer, and 2. The complex and polarization-sensitive reflectivity of samples with carbon-fiber-reinforced polymer (CFRP) substrates. In this paper, we propose a combined hardware and software solution to address these two limitations. We employ the polarimetric version of our Portable HAndheld Spectral Reflection (PHASR) Scanner and use a novel training model on time-of-flight measurements obtained by sparse deconvolution of the THz time-domain pulses. Our method does not depend on separate measurement of the index of refraction of the coating layers; rather, it relies on a physics-based linear model, trained using a small subset of the sample data. We show that thickness measurements with mean square error of about 10 $μ$m and accuracy of more than 92\% can be achieved when the useful bandwidth of the scanner is limited to about 1.5 THz using photoconductive antenna emitters and detectors. We show that the anisotropic response of the carbon fiber bundles and the weave pattern structure of the substrate can significantly influence the accuracy of the coating measurement, and therefore a polarimetric imaging approach should be used for inspection of similar samples. |
| title | Measurement of Multilayer Coating Thickness on Interwoven Carbon-Fiber-Reinforced Polymers Using the Terahertz PHASR Scanner |
| topic | Applied Physics Optics |
| url | https://arxiv.org/abs/2505.08172 |