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quality inspection apparatus for gas injection molding products and method thereof

机译:气体注塑产品质量检测装置及其方法

摘要

The present invention relates to an apparatus and method for quality inspection of gas injection molded products. According to the present invention, a thermal image acquisition unit that receives a thermal image generated by shooting an injection-molded target product by injecting gas from a thermal imaging camera, analyzes the acquired thermal image to detect the target product, and detects the detected target product It includes a temperature data extraction unit for extracting surface temperature data within the area of , and a determination unit for determining whether the target product is defective by inputting the extracted temperature data into a machine learning algorithm that has been trained. As described above, according to the present invention, a non-destructive inspection is possible because a determination result for a thermal image of a gas injection-molded product is automatically provided using a machine learning algorithm, and an increase in the work speed for detecting product defects and a reduction in labor costs can do it
机译:本发明涉及气体注塑产品质量检测的装置和方法。根据本发明,通过从热成像相机注入气体来接收通过从热成像摄像机注入气体而产生的热图像的热图像采集单元分析了所获取的热图像以检测目标产品,并检测检测到的目标产品包括用于在区域内提取表面温度数据的温度数据提取单元,以及通过将提取的温度数据输入已训练的机器学习算法来确定目标产品是否有缺陷。如上所述,根据本发明,由于使用机器学习算法自动提供了用于气体注塑产品的热图像的测定结果,并且使用机器学习算法,以及用于检测的工作速度的增加产品缺陷和劳动力成本的降低可以做到

著录项

  • 公开/公告号KR20210124758A

    专利类型

  • 公开/公告日2021-10-15

    原文格式PDF

  • 申请/专利权人 울산과학기술원;

    申请/专利号KR20200042204

  • 发明设计人 양승준;정태석;곽문성;

    申请日2020-04-07

  • 分类号B29C45/76;G01J5/48;G01N25/20;G01N25/72;G06N20;

  • 国家 KR

  • 入库时间 2022-08-24 21:44:08

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