JOURNAL ARTICLE

A solder joint inspection system for automated printed circuit board manufacturing

Abstract

The design of a solder joint inspection system which will be used as an integral part of the PCB/AID (automated inspection and diagnosis for PC board manufacturing) system is presented. The inspection system utilizes four frames of solder joint images, extracts 15 features from the images to categorize the most important seven classes of solder joint defects, and provides two forms of inspection results according to their applications (touch-up of defects and fault diagnosis for online process control). The system has been tested for several PC boards provided by electronics firms, and experimental results have shown that it has exceptional promise.< >

Keywords:
Printed circuit board Soldering Joint (building) Automated optical inspection Computer science Process (computing) Electronics Engineering drawing Embedded system Artificial intelligence Manufacturing engineering Computer hardware Engineering Materials science Electrical engineering Structural engineering Operating system

Metrics

16
Cited By
2.40
FWCI (Field Weighted Citation Impact)
20
Refs
0.89
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Industrial Vision Systems and Defect Detection
Physical Sciences →  Engineering →  Industrial and Manufacturing Engineering
Electronic Packaging and Soldering Technologies
Physical Sciences →  Engineering →  Electrical and Electronic Engineering
Integrated Circuits and Semiconductor Failure Analysis
Physical Sciences →  Engineering →  Electrical and Electronic Engineering

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