Scientific reports
Heat exchanger pipe orifice recognition using an improved YOLOv5 model integrated with dual attention mechanisms.
Ruijun Yang, Yining Zhu, Bin Xu, Wenqi Dai, Shoucheng Ji, Dejian Meng
Published: 202610.1038/s41598-025-34704-x
Abstract
Heat exchangers are important equipment in the industrial sector, and the technology for cleaning the fouling on their densely packed tube ports is rapidly evolving towards automation, efficiency, and intelligence. To address the issues of missed det…
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