RESEARCH OF APPROACHES TO THE IMPLEMENTATION OF AUTOMATIC OPTICAL CONTROL SYSTEMS FOR PRINTED CIRCUIT BOARDS

The paper considers such methods of automated optical control of the technology of automatic verification of printed circuit boards as a method of comparison with a reference, a method of checking design rules and a hybrid approach. It is noted that in addition to these methods, special attention is now being paid to research based on the integration of machine learning methods into the automatic optical inspection (AOI) system. The use of genetic algorithms for optimizing AOI for printed circuit boards is described. The description of the listed methods for solving the problems of detecting defects in printed circuit boards (PCBs) is given.

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Publication Details

Published
2025-06-15
DOI
https://doi.org/10.21667/978-5-7722-0426-9-199-204
Primary Topic
Semiconductor Lasers and Optical Devices
Type
article
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article

RESEARCH OF APPROACHES TO THE IMPLEMENTATION OF AUTOMATIC OPTICAL CONTROL SYSTEMS FOR PRINTED CIRCUIT BOARDS

A.S. Shchukarev, R.V. Khrunichev
Semiconductor Lasers and Optical Devices
article

RESEARCH OF APPROACHES TO THE IMPLEMENTATION OF AUTOMATIC OPTICAL CONTROL SYSTEMS FOR PRINTED CIRCUIT BOARDS

A.S. Shchukarev, R.V. Khrunichev
article en

Abstract

The paper considers such methods of automated optical control of the technology of automatic verification of printed circuit boards as a method of comparison with a reference, a method of checking design rules and a hybrid approach. It is noted that in addition to these methods, special attention is now being paid to research based on the integration of machine learning methods into the automatic optical inspection (AOI) system. The use of genetic algorithms for optimizing AOI for printed circuit boards is described. The description of the listed methods for solving the problems of detecting defects in printed circuit boards (PCBs) is given.

Openalex Percentile: Top 78%
Semiconductor Lasers and Optical Devices
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RESEARCH OF APPROACHES TO THE IMPLEMENTATION OF AUTOMATIC OPTICAL CONTROL SYSTEMS FOR PRINTED CIRCUIT BOARDS — A.S. Shchukarev, R.V. Khrunichev · (2025) | TGRS Research Map | TGRS