THE LATEST "SMART FRAMING" TECHNOLOGYFOR MONITORING ROLLED METAL PRODUCTS IN ACTION

Authors

  • A. I. KANDRASHKINA Nord Clan, Russia, Moscow Author

DOI:

https://doi.org/10.32339/

Keywords:

metal products, defects, smart framing, visual inspection, machine vision

Abstract

The application of the "Smart framing" technology as part of the automatic visual quality control system for rolled metal products, implemented at the Technostil enterprise in cooperation with the Nord Clan company, is considered. The principle of operation, the architecture of the system, algorithmic solutions and the results of industrial operation are described. Special attention is paid to the problem of strip displacement and the need for adaptive determination of sheet boundaries during movement, which improves the accuracy of defect recognition at the edge sections of the rolled product. Currently, the system is in the process of optimization and industrial refinement. The results presented in the article reflect the results of the pilot implementation, which confirmed the effectiveness of the proposed algorithms and architectural solutions.

Author Biography

  • A. I. KANDRASHKINA, Nord Clan, Russia, Moscow

    head of the production stream,
    expert in the implementation of ML solutions

References

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Published

2026-06-03

Issue

Section

Прокатное производство

How to Cite

THE LATEST "SMART FRAMING" TECHNOLOGYFOR MONITORING ROLLED METAL PRODUCTS IN ACTION. (2026). Ferrous Metallurgy. Bulletin of Scientific , Technical and Economic Information, 81(10), 44-46. https://doi.org/10.32339/