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The quality of automatic tile quality inspection systems

机译:自动瓷砖质量检测系统的质量

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Based on the analysis of the error rates of the Cera Vision systems Installed and with the acknowledged help of our clients, today some well-founded answers can be given: · Many tile designs can be inspected and sorted automatically with an average error rate that Is substantially lower then the error rate of the human Inspector · Commercially available systems differ substantially In their abilities to detect aesthetic defects and to reliably grade by colour shades and colour textures. Systems such as Cera Vision which simulate the human perception have a definite advantage · A small number of very rustic tile designs remain that resist a robust automatic inspection. It is therefore important to check this percentage as well as the possibility of keeping one manual inspection station for such difficult tiles. · Automatic tile inspection systems from the leading suppliers are by now average prototypes, but rely on profound practical expertise operating such a system is far less complicated to a trained operator then commonly stated. · Apart from the system for the final quality check there are now systems on the market for monitoring defects in the production line at critical processing steps such as screen printing (see the low-cost CeraScreener system). · Correct manual or an automatic inspections both require “statistical thinking". Systems cannot be compared by intuition, personal feeling or analysing just a few defect samples.
机译:基于对已安装的Cera Vision系统的错误率的分析,并在我们客户的公认帮助下,今天可以给出一些有根据的答案:·许多瓷砖设计可以自动检查和分类,平均错误率是从而大大降低了人类检查员的错误率。•商业上可买到的系统在检测美学缺陷和根据色泽和颜色纹理进行可靠分级方面的能力差异很大。诸如Cera Vision之类的模拟人类感知的系统具有明显的优势。·仍然保留了少量非常粗糙的瓷砖设计,无法进行强大的自动检查。因此,重要的是检查该百分比以及为这样的困难瓷砖保留一个手动检查站的可能性。 ·目前,来自领先供应商的自动瓷砖检查系统只是普通的原型,但是依靠深厚的实际专业知识,对于受过训练的操作员来说,这种系统的复杂程度要比通常所说的要简单得多。 ·除了用于最终质量检查的系统外,现在市场上还有一些系统可以在诸如丝网印刷之类的关键处理步骤中监视生产线中的缺陷(请参见低成本CeraScreener系统)。 ·正确的手动检查或自动检查都需要“统计思考”,不能通过直觉,个人感觉或仅分析一些缺陷样本来比较系统。

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