A monitoring network SIMNet for weld penetration status based on multimodal fusion

Abstract This paper primarily addresses the challenges posed by the difficulties in directly measuring the fusion width at the bottom of the weld and in real-time monitoring of the penetration state during the groove welding process. It focuses on the research of online penetration state monitoring...

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Bibliographic Details
Main Authors: Qi Jiang, Yiming Wang, Yan Kong, Yu Liu, Ce Ma
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-06324-y
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