赵仕浩, 张国忠, 徐广丽, 许道振, 张鑫. 基于图像处理的油水两相流含水率计算[J]. 油气储运, 2011, 30(5): 373-375. DOI: CNKI:13-1093/TE.20110510.2026.002
引用本文: 赵仕浩, 张国忠, 徐广丽, 许道振, 张鑫. 基于图像处理的油水两相流含水率计算[J]. 油气储运, 2011, 30(5): 373-375. DOI: CNKI:13-1093/TE.20110510.2026.002
Zhao Shihao, Zhang Guozhong, Xu Guangli, . Water content calculation for water/oil two-phase flow based on image process[J]. Oil & Gas Storage and Transportation, 2011, 30(5): 373-375. DOI: CNKI:13-1093/TE.20110510.2026.002
Citation: Zhao Shihao, Zhang Guozhong, Xu Guangli, . Water content calculation for water/oil two-phase flow based on image process[J]. Oil & Gas Storage and Transportation, 2011, 30(5): 373-375. DOI: CNKI:13-1093/TE.20110510.2026.002

基于图像处理的油水两相流含水率计算

Water content calculation for water/oil two-phase flow based on image process

  • 摘要: 研究了一种基于数字图像处理的油水两相流水相体积的计算方法。为提高图像质量,采用图像处理软件对图像进行降噪和增强预处理。运用图像处理技术中的边缘检测和图像填充计算得到了管道沿线的水层厚度分布,并利用最小二乘法拟合厚度分布曲线。建立计算圆管两相流水相体积的几何模型,通过数值积分的方法求得含水率。分析表明:透明管路油水两相流含水率的图像测量误差主要来自实验环境、图像处理、模型假设3个方面。实验结果表明:计算值和真实值比较,相对误差小于10%,具有较高的准确度,可应用于油水两相流水相体积的计算。

     

    Abstract: A method to calculate the volume of oil/gas two-phase flow based on digital image process is researched. Noise reduction and strengthening pretreatment are taken on the image with digital image process to improve its quality. It uses edge inspection and image-completing method to calculate the distribution in water layer thickness along the pipeline, and fits the thickness distribution curves with least squares method. Geometric model is formed to calculate the phase volume of two-phase flow and water content is gained by numerical integration (the former integration can not obtain the solution). The analysis shows that the errors of image measurement in water content of oil/water two-phase rate are mainly contributed by three aspects in experimental environment, image process and model assumption. The experiment shows that the relative error between calculated and real values is not more than 10%. Therefore, the method can be used to inspect phase volume of oil/gas twophase flow for its higher precision.

     

/

返回文章
返回