Terahertz Nondestructive Characterization of Conformal Coatings for Microelectronics Packaging

Haolian Shi, Serena Calvelli,Min Zhai, Marco Ricci, Stefano Laureti,P. Singh, H. Fu,Alexandre Locquet,D. S. Citrin

IEEE TRANSACTIONS ON COMPONENTS PACKAGING AND MANUFACTURING TECHNOLOGY(2024)

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摘要
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.
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关键词
Conformal coating (CC),Gaussian mixture model (GMM),heterogeneous packaging,machine learning,nondestructive evaluating,nondestructive testing,orthogonal matching pursuit (OMP),terahertz (THz)
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