INTEGRATING COMPUTER VISION INTO EQUIPMENT MAINTENANCE AT CHU-UFPA

This study applies computer vision techniques to detect defects in printed circuit boards of multiparameter monitors and pulmonary ventilators, in order to reduce corrective maintenance. Using transfer learning and data augmentation, the model achieved 77.77% accuracy, despite limited real data.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-10-16
DOI
https://doi.org/10.5281/zenodo.17363837
Primary Topic
Industrial Vision Systems and Defect Detection
Type
article
Field-Weighted Citation Impact
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article

INTEGRATING COMPUTER VISION INTO EQUIPMENT MAINTENANCE AT CHU-UFPA

Zenodo (CERN European Organization for Nuclear Research)
Industrial Vision Systems and Defect Detection
article

INTEGRATING COMPUTER VISION INTO EQUIPMENT MAINTENANCE AT CHU-UFPA

article en

Abstract

This study applies computer vision techniques to detect defects in printed circuit boards of multiparameter monitors and pulmonary ventilators, in order to reduce corrective maintenance. Using transfer learning and data augmentation, the model achieved 77.77% accuracy, despite limited real data.

Zenodo (CERN European Organization for Nuclear Research)
Universidade Federal do Pará (BR)
Industry, innovation and infrastructure
Openalex Percentile: Top 40%
Industrial Vision Systems and Defect Detection
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INTEGRATING COMPUTER VISION INTO EQUIPMENT MAINTENANCE AT CHU-UFPA · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS