通过分析催化剂图像来检测积炭

Jingqiong Zhang, Wenbiao Zhang, Yong Yan
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引用次数: 1

摘要

催化剂上积炭不仅会降低催化活性和选择性,还会影响产物收率、反应停留时间、再生器温度等。因此,有必要对催化剂上的焦炭沉积量进行测量。本文提出了一种基于图像分析的新方法。采用由平板扫描仪和不透明罩组成的图像采集系统获取催化剂图像。经过图像处理和分析,选择灰度层作为最有效的颜色层,基于判别指标d提取颜色特征,从图像中提取8个颜色特征(均值、方差、偏度、熵、能量、H、S、V),对不同焦炭量的催化剂具有较好的分类能力。结果表明,H值与催化剂上沉积的焦炭量之间存在显著的线性相关关系,可以有效地反映焦炭的沉积状态和结焦过程。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Coke deposition detection through the analysis of catalyst images
Coke deposition on catalyst will not only reduce catalytic activity and selectivity, but also affect the product yield, the reaction residence time, the regenerator temperature and so on. As a result, it is necessary to measure the amount of coke deposition on catalyst. This paper proposes a new method based on image analysis. An image acquisition system consisting of a flatbed scanner and an opaque cover is used to obtain catalyst images. After imaging processing and analysis, the gray layer is selected to be the most effective colour layer for colour features extraction based on a discriminability index, D. Eight colour features (mean, variance, skewness, entropy, energy, H, S, V) are extracted from images with a good ability to classify the catalysts with different coke amount. Furthermore, the results show that there is a significant linear correlation between the H value and amount of coke deposition on catalyst, which could reflect the coke deposited state and coking progress effectively.
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