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    宋兆谦, 孙冬敏. 图像识别技术在黄河坝岸根石走失监测中的应用研究[J]. 中国防汛抗旱, 2023, 33(4): 66-70. DOI: 10.16867/j.issn.1673-9264.2022354
    引用本文: 宋兆谦, 孙冬敏. 图像识别技术在黄河坝岸根石走失监测中的应用研究[J]. 中国防汛抗旱, 2023, 33(4): 66-70. DOI: 10.16867/j.issn.1673-9264.2022354
    SONG Zhaoqian, SUN Dongmin. Application of image recognition technology in monitoring root-rock loss on the groin bank of Yellow River[J]. China Flood & Drought Management, 2023, 33(4): 66-70. DOI: 10.16867/j.issn.1673-9264.2022354
    Citation: SONG Zhaoqian, SUN Dongmin. Application of image recognition technology in monitoring root-rock loss on the groin bank of Yellow River[J]. China Flood & Drought Management, 2023, 33(4): 66-70. DOI: 10.16867/j.issn.1673-9264.2022354

    图像识别技术在黄河坝岸根石走失监测中的应用研究

    Application of image recognition technology in monitoring root-rock loss on the groin bank of Yellow River

    • 摘要: 根石走失问题是坝岸根石堆稳定性研究的关键, 通过及时识别根石大量走失的前兆来避免险情发生。 根石走失的预测并不能靠主观臆断, 将传统人工探测方法的判断依据信息化是本次研究的关键。 利用图像识别技术在对171处坝岸根石堆实时监测的基础上, 按灰色理论的原理和方法将有限的根石堆变形特征进行处理, 再通过与缺陷形态数据库的图形进行迭代比对, 生成更多的信息使根石大量走失的前兆问题尽可能变得清楚。 研究结果表明, 利用灰色理论构建的系统模型, 能够客观地反映走失的根石与根石堆整体稳定性的关联度, 以及根石堆变形的发展趋势, 从而帮助防汛部门对坝岸根石堆稳定性快速、 准确地做出预测。

       

      Abstract: The problem of root rock loss is the key to the stability study of groin bank root-rock pile. By timely identifying the precursors of a large number of root rock loss, danger situation can be avoided. The prediction of root stone loss cannot be based on subjective assumptions, and the key to this study is to informationization the judgment basis of traditional manual detection methods. On the basis of real-time monitoring of 171 groin bank root-rock piles using image recognition technology, the limited deformation characteristics of the root rock piles are processed according to the principles and methods of grey theory. Then, by iteratively comparing with the graphics of the defect morphology database, more information is generated to make the precursor problem of large-scale loss of the root-rock as clear as possible. The research results indicate that the system model constructed using grey theory can objectively reflect the correlation between the overall stability of the lost root-rock and the root-rock pile, as well as the development trend of the deformation of the rootrock pile. This helps flood departments to quickly and accurately predict the stability of the groin bank root-rock pile.

       

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