CPC B21C 51/00 (2013.01) [G01N 21/952 (2013.01); G06T 7/0004 (2013.01); G06T 2207/10028 (2013.01); G06T 2207/30108 (2013.01); H04N 23/90 (2023.01)] | 20 Claims |
1. A method of quality control inspection of louvers formed by a louver perforation system, the method comprising:
receiving data corresponding to a pipe length and a number of perforations to form along the pipe length;
receiving data corresponding to an upper and lower blade size threshold of a louver blade portion of a perforation of the perforations to form along the pipe length;
receiving data corresponding to a maximum count of broken perforations of the perforations to form along the pipe length;
receiving data corresponding to an upper and lower opening size threshold corresponding to an opening portion of the perforation of the perforations to form along the pipe length;
forming, by the louver perforation system, a plurality of perforations along the pipe length;
collecting, by a 3D camera, an image of the perforations of the plurality of perforations during the forming;
processing the image to measure, by a controller, a blade size of the louver blade portion;
processing the image to measure, by the controller, an opening size of the opening portion of the perforation;
determining, by the controller, whether the louver blade portion of the perforation is broken and updating a count of broken perforations in response to the determining;
computing a rolling average of at least one of the blade size or the opening size; and
displaying, on a display terminal, a graph of the rolling average.
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