测绘通报 ›› 2024, Vol. 0 ›› Issue (4): 101-106.doi: 10.13474/j.cnki.11-2246.2024.0417

• 基础测绘赋能城市建设 • 上一篇    

基于三维激光扫描技术的竣工盾构隧道渗漏水检测

鲍艳1, KIM IL BOM1, 张东亮1, 祝泽田2, 马能能2   

  1. 1. 北京工业大学城市与工程安全减灾教育部重点实验室, 北京 100124;
    2. 北京市政建设集团 有限责任公司, 北京 100045
  • 收稿日期:2023-08-28 发布日期:2024-04-29
  • 作者简介:鲍艳(1976—),女,博士,副教授,研究方向为重大基础设施智能运维。E-mail:baoy@bjut.edu.cn
  • 基金资助:
    国家自然科学基金(51829801);北京市朝阳区协同创新项目(CYXC2207)

Water leakage detection of shield tunnels based on 3D laser scanning

BAO Yan1, KIM IL BOM1, ZHANG Dongliang1, ZHU Zetian2, MA Nengneng2   

  1. 1. The Key Laboratory of Urban Security and Disaster Engineering of Ministry of Education, Beijing University of Technology, Beijing 100124, China;
    2. Beijing Municipal Construction Group Co., Ltd., Beijing 100045, China
  • Received:2023-08-28 Published:2024-04-29

摘要: 渗漏水是隧道常见的病害,长期渗漏会导致隧道结构开裂、裂缝、钢筋腐蚀,威胁到隧道运营安全,因此对其检测一直受到重视。本文利用三维激光扫描技术实现了竣工盾构隧道渗漏水的位置及面积的自动检测。首先采用架站式三维激光扫描仪采集竣工隧道点云,基于修正后的反射强度值生成隧道衬砌表面灰度图,再采用膨胀法与腐蚀法对灰度图像进行预处理;然后利用连通域算法计算渗漏水位置及其面积;最后结合实际工程验证本文方法的实用性及准确性。结果表明,应用本文方法竣工隧道的渗漏水检测准确率达92%。

关键词: 渗漏水检测, 盾构隧道, 三维激光扫描, 反射强度修正, 灰度图

Abstract: Water leakage always occurs in shield tunnels during operations that may result in cracks and corrosion of rebars. Such defects could jeopardize the safety of tunnel operations. Water leakage detection is thus necessary to ensure safe tunnel operations. This study proposes a method using 3D laser scanning technology for identifying locations of water leakages in shield tunnels. Firstly,the proposed method collects point cloud data for generating a grayscale image of the tunnel surface based on the corrected reflection intensity values. Then,dilation and erosion algorithms are used for preprocessing of the imagery data. Next,the authors use connected domain algorithm to derive locations and area of water leakage. Finally,the authors have validated the proposed method through a case study. Results show that the proposed method could achieve 92% accuracy for water leakage detection in shield tunnels.

Key words: water leakage detection, shield tunnel, 3D laser scanning, reflection intensity correction, grayscale image

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