Measuring the thickness of conformal coatings (CCs) and detecting defects in a nondestructive and noncontact fashion are important to ensure the reliability and performance of packaged electronic components and systems. In this study, we explore the application of terahertz (THz) time-of-flight tomography (TOFT), a noncontact and nondestructive method applied to conformal-coating thickness. We measure the time delay of THz pulses reflected (echoes) from fabricated structures covered by a CC to ascertain coating thickness. Orthogonal matching pursuit (OMP) is applied to deconvolve reflected THz signals from various interfaces, viz., air/CC and CC/substrate. By these means, we map the conformal-coating thickness distribution over significant areas. The CC thickness found over the metal area is similar to 64.3 mu m, while it is similar to 56.2 mu m over the metal-free area. Moreover, the Gaussian mixture model (GMM), a machine-learning algorithm, is used to detect a possible defect-rich region within the CC itself.

Terahertz nondestructive characterization of conformal coatings for microelectronics packaging / Shi, H., Calvelli, S., Zhai, M., Ricci, M., Laureti, S., Singh, P., Fu, H., Locquet, A., Citrin, D.S.. - In: IEEE TRANSACTIONS ON COMPONENTS, PACKAGING, AND MANUFACTURING TECHNOLOGY. - ISSN 2156-3950. - 14:1(2024), pp. 3-9. [10.1109/tcpmt.2023.3347298]

Terahertz nondestructive characterization of conformal coatings for microelectronics packaging

Ricci, Marco;
2024

Abstract

Measuring the thickness of conformal coatings (CCs) and detecting defects in a nondestructive and noncontact fashion are important to ensure the reliability and performance of packaged electronic components and systems. In this study, we explore the application of terahertz (THz) time-of-flight tomography (TOFT), a noncontact and nondestructive method applied to conformal-coating thickness. We measure the time delay of THz pulses reflected (echoes) from fabricated structures covered by a CC to ascertain coating thickness. Orthogonal matching pursuit (OMP) is applied to deconvolve reflected THz signals from various interfaces, viz., air/CC and CC/substrate. By these means, we map the conformal-coating thickness distribution over significant areas. The CC thickness found over the metal area is similar to 64.3 mu m, while it is similar to 56.2 mu m over the metal-free area. Moreover, the Gaussian mixture model (GMM), a machine-learning algorithm, is used to detect a possible defect-rich region within the CC itself.
2024
conformal coating (CC); gaussian mixture model (GMM); heterogeneous packaging; machine learning; nondestructive evaluating; nondestructive testing; orthogonal matching pursuit (OMP); terahertz (THz)
01 Pubblicazione su rivista::01a Articolo in rivista
Terahertz nondestructive characterization of conformal coatings for microelectronics packaging / Shi, H., Calvelli, S., Zhai, M., Ricci, M., Laureti, S., Singh, P., Fu, H., Locquet, A., Citrin, D.S.. - In: IEEE TRANSACTIONS ON COMPONENTS, PACKAGING, AND MANUFACTURING TECHNOLOGY. - ISSN 2156-3950. - 14:1(2024), pp. 3-9. [10.1109/tcpmt.2023.3347298]
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/1769482
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