2021
DOI: 10.3103/s1068798x21020039
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Ultrasonic Testing of Welded Joints in Polyethylene Pipe

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Cited by 7 publications
(4 citation statements)
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“…With ongoing improvements in computer hardware, deep learning algorithms have outperformed traditional algorithms in detection probability and speed due to their streamlined and efficient network architectures. Non-destructive detection techniques include ultrasound [6][7][8], magnetic particle [9,10], X-ray [11,12], and optical inspections [13][14][15], with the latter progressively becoming the preferred choice due to its minimal material requirements and capability for continuous product monitoring. The prevalent approach involves capturing images of the inspection areas and analyzing them with various image recognition algorithms.…”
Section: Introductionmentioning
confidence: 99%
“…With ongoing improvements in computer hardware, deep learning algorithms have outperformed traditional algorithms in detection probability and speed due to their streamlined and efficient network architectures. Non-destructive detection techniques include ultrasound [6][7][8], magnetic particle [9,10], X-ray [11,12], and optical inspections [13][14][15], with the latter progressively becoming the preferred choice due to its minimal material requirements and capability for continuous product monitoring. The prevalent approach involves capturing images of the inspection areas and analyzing them with various image recognition algorithms.…”
Section: Introductionmentioning
confidence: 99%
“…As a safe and efficient clean energy, natural gas has become an ideal fuel for urban households [1][2][3] . High-density polyethylene (HDPE) pipes are an important way to transport gas.…”
Section: Introductionmentioning
confidence: 99%
“…With the increasing demand for natural gas, high-density polyethylene (HDPE) pipelines have been widely used [1][2][3] . Thermal fusion welding is an important way for HDPE pipe connection 4,5 .…”
Section: Introductionmentioning
confidence: 99%