- Tytuł:
- Vision-based Online Defect Detection of Polymeric Film via Structural Quality Metrics
- Autorzy:
-
Rawashdeh, Nathir
Hazaveh, Paniz
Altarazi, Safwan - Powiązania:
- https://bibliotekanauki.pl/articles/2201189.pdf
- Data publikacji:
- 2023
- Wydawca:
- Polska Akademia Nauk. Czytelnia Czasopism PAN
- Tematy:
-
industrial inspection
quality control
defect detection
polymer film
vision - Opis:
- Nondestructive and contactless online approaches for detecting defects in polymer films are of significant interest in manufacturing. This paper develops vision-based quality metrics for detecting the defects of width consistency, film edge straightness, and specks in a polymeric film production process. The three metrics are calculated from an online low-cost grayscale camera positioned over the moving film before the final collection roller and can be imple mented in real-time to monitor the film manufacturing for process and quality control. The objective metrics are calibrated to correlate with an expert ranking of test samples, and results show that they can be used to detect defects and measure the quality of polymer films with satisfactory accuracy.
- Źródło:
-
Management and Production Engineering Review; 2023, 14, 1; 61--71
2080-8208
2082-1344 - Pojawia się w:
- Management and Production Engineering Review
- Dostawca treści:
- Biblioteka Nauki
Artykuł