Cargando…
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...
Autores principales: | , , , , |
---|---|
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 |
_version_ | 1782299588969889792 |
---|---|
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. |
format | Online Article Text |
id | pubmed-3892821 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | Molecular Diversity Preservation International (MDPI) |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT sulei defectinspectionofflipchipsolderbumpsusinganultrasonictransducer AT shitielin defectinspectionofflipchipsolderbumpsusinganultrasonictransducer AT xuzhensong defectinspectionofflipchipsolderbumpsusinganultrasonictransducer AT luxiangning defectinspectionofflipchipsolderbumpsusinganultrasonictransducer AT liaoguanglan defectinspectionofflipchipsolderbumpsusinganultrasonictransducer |