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Abstract

In order to solve inner packaging caused by food packaging machine faults, a food inner packaging detection device was designed based on the machine vision. The device was mainly composed of image acquisition, image processing system, judging and eliminating system. Depending on ultra-small CCD cameras to detect inner liner, at the same time the defective inner liner was determined and rejected via PLC program. By adopting different defective inner liner and FLUKE thermal imager, the detection rates of the machine vision and the stability of the equipment were tested. The results showed that the detection accuracy of the machine vision based device for defective inner liner reached 95%. After development, the defective cigarette packs on white shift, eve shift and night shift reduced by 13.3, 8.4 and 8.0 packs per month, respectively, and all instruments met the requirements of long-term stable operation.

Publication Date

7-28-2018

First Page

111

Last Page

114

DOI

10.13652/j.issn.1003-5788.2018.07.024

References

[1] DUNCAN T V. Applications of nanotechnology in food packaging and food safety: barrier materials, antimicrobials and sensors[J]. J Colloid Interface Sci, 2011, 363(1): 1-24.
[2] 杨慧斌, 闫娟. 基于LabVIE的食品包装喷码视觉检测方法[J]. 食品与机械, 2016, 32(4): 123-126.
[3] 李萌, 孙铁波. 基于机器视觉的食品包装缺陷检测研究[J]. 食品研究与开发, 2016, 37(24): 125-127.
[4] 薛延学, 张二虎, 吴学毅. 基于计算机视觉的印刷包装品缺陷检测系统[J]. 包装工程, 2004, 25(5): 185-187.
[5] 侯远韶. 机器视觉系统中光源的选择[J]. 洛阳师范学院学报, 2014(8): 45-49.
[6] BAYINDIR R, CETINCEVIZ Y. A water pumping control system with a programmable logic controller (PLC) and industrial wireless modules for industrial plants: An experimental setup[J]. Isa Transactions, 2011, 50(2): 321.
[7] 尚会超, 杨锐, 段梦珍, 等. 机器视觉照明系统的关键技术分析[J]. 中原工学院学报, 2016, 27(3): 16-21.
[8] 潘安岳. GDX2卷烟包装机五轮铝箔纸检测装置的设计应用[J]. 科技风, 2013(23): 72.
[9] GAN Y Y. The design and application of packaging wheel tracking sampling system in GDX2 hard packet packer[J]. Construction & Design for Engineering, 2017(8): 21-23.
[10] 杨洋, 项辉宇, 冷崇杰, 等. 基于OpenCV的食品包装缺陷分割方法[J]. 食品与机械, 2017, 33(7): 104-106.
[11] 高慧, 曾庆尚, 韩明峰. 基于梯度直方图与密度度量模型的图像伪造检测算法[J]. 包装工程, 2017(23): 205-210.
[12] 郝琳. CCD传感器在烟叶面积检测中应用[J]. 工程技术: 引文版, 2016(5): 39.
[13] 史媛芳, 江治国. 几种斑点检测算法及其性能比较[J]. 科技信息, 2012(35): 91-92.

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