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首页> 外文期刊>International journal of simulation: systems, science and technology >Advanced Mechatronic System For In-Line Automated Optical Inspection Of Metal Parts
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Advanced Mechatronic System For In-Line Automated Optical Inspection Of Metal Parts

机译:先进的机电一体化系统,用于金属零件的在线自动光学检查

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摘要

The paper presents a solution of the mechatronie system for in-line optical inspection of the mass produced metal parts in the automotive industry. To replace human visual inspection, a method based on machine vision, computer image analysis and nechatronic modules were applied. To inspect a variety of defects (e.g. cracks, scratches, grinding defects, spots, material losses) a Kqueoce of 5 pictures of the object is analysed by specialised algorithms during an inspection cycle lasting a maximum of 300 ms. In order to achieve micrometric measurement accuracy and high inspection process efficiency, crucial problems concerning the cleaning of the inspected surface, surface illumination and mechatronic hardware were studied and solved. Some aspects of knowledge transfer to the industry are discussed. The developed inspection system has been successfully implemented in the manufacturing line of bearing rollers. Tests results and the basic features of the system are presented.
机译:本文提出了一种用于汽车工业中批量生产的金属零件的在线光学检查的机电一体化系统解决方案。为了取代人类视觉检查,应用了一种基于机器视觉,计算机图像分析和电子集成模块的方法。为了检查各种缺陷(例如裂纹,划痕,研磨缺陷,斑点,材料损失),在长达300毫秒的检查周期内,通过专用算法分析了5张物体的Kqueoce图像。为了达到微米测量的精度和较高的检查过程效率,研究并解决了涉及被检查表面清洁,表面照明和机电一体化硬件的关键问题。讨论了知识向行业转移的某些方面。所开发的检查系统已在轴承滚子生产线中成功实施。介绍了测试结果和系统的基本功能。

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