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Defect Inspection of Flip Chip Solder Bumps Using an Ultrasonic Transducer

Surface mount technology has spurred a rapid decrease in the size of electronic packages, where solder bump inspection of surface mount packages is crucial in the electronics manufacturing industry. In this study we demonstrate the feasibility of using a 230 MHz ultrasonic transducer for nondestruct...

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Detalles Bibliográficos
Autores principales: Su, Lei, Shi, Tielin, Xu, Zhensong, Lu, Xiangning, Liao, Guanglan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Molecular Diversity Preservation International (MDPI) 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3892821/
http://dx.doi.org/10.3390/s131216281
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author Su, Lei
Shi, Tielin
Xu, Zhensong
Lu, Xiangning
Liao, Guanglan
author_facet Su, Lei
Shi, Tielin
Xu, Zhensong
Lu, Xiangning
Liao, Guanglan
author_sort Su, Lei
collection PubMed
description Surface mount technology has spurred a rapid decrease in the size of electronic packages, where solder bump inspection of surface mount packages is crucial in the electronics manufacturing industry. In this study we demonstrate the feasibility of using a 230 MHz ultrasonic transducer for nondestructive flip chip testing. The reflected time domain signal was captured when the transducer scanning the flip chip, and the image of the flip chip was generated by scanning acoustic microscopy. Normalized cross-correlation was used to locate the center of solder bumps for segmenting the flip chip image. Then five features were extracted from the signals and images. The support vector machine was adopted to process the five features for classification and recognition. The results show the feasibility of this approach with high recognition rate, proving that defect inspection of flip chip solder bumps using the ultrasonic transducer has high potential in microelectronics packaging.
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spelling pubmed-38928212014-01-16 Defect Inspection of Flip Chip Solder Bumps Using an Ultrasonic Transducer Su, Lei Shi, Tielin Xu, Zhensong Lu, Xiangning Liao, Guanglan Sensors (Basel) Article Surface mount technology has spurred a rapid decrease in the size of electronic packages, where solder bump inspection of surface mount packages is crucial in the electronics manufacturing industry. In this study we demonstrate the feasibility of using a 230 MHz ultrasonic transducer for nondestructive flip chip testing. The reflected time domain signal was captured when the transducer scanning the flip chip, and the image of the flip chip was generated by scanning acoustic microscopy. Normalized cross-correlation was used to locate the center of solder bumps for segmenting the flip chip image. Then five features were extracted from the signals and images. The support vector machine was adopted to process the five features for classification and recognition. The results show the feasibility of this approach with high recognition rate, proving that defect inspection of flip chip solder bumps using the ultrasonic transducer has high potential in microelectronics packaging. Molecular Diversity Preservation International (MDPI) 2013-11-27 /pmc/articles/PMC3892821/ http://dx.doi.org/10.3390/s131216281 Text en © 2013 by the authors; licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution license (http://creativecommons.org/licenses/by/3.0/).
spellingShingle Article
Su, Lei
Shi, Tielin
Xu, Zhensong
Lu, Xiangning
Liao, Guanglan
Defect Inspection of Flip Chip Solder Bumps Using an Ultrasonic Transducer
title Defect Inspection of Flip Chip Solder Bumps Using an Ultrasonic Transducer
title_full Defect Inspection of Flip Chip Solder Bumps Using an Ultrasonic Transducer
title_fullStr Defect Inspection of Flip Chip Solder Bumps Using an Ultrasonic Transducer
title_full_unstemmed Defect Inspection of Flip Chip Solder Bumps Using an Ultrasonic Transducer
title_short Defect Inspection of Flip Chip Solder Bumps Using an Ultrasonic Transducer
title_sort defect inspection of flip chip solder bumps using an ultrasonic transducer
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3892821/
http://dx.doi.org/10.3390/s131216281
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