铁道标准设计2026，Vol.70Issue(7)：33-40,8.DOI:10.13238/j.issn.1004-2954.202408140002
基于监测关键数据的综合智能处理技术研究及应用
Research and Application of Integrated Intelligent Processing Technology Based on Key Monitoring Data
摘要
Abstract
[Objective]To address the accuracy and efficiency problems in landslide monitoring data processing and analysis,an integrated intelligent processing technology for monitoring key survey data is proposed,and a corresponding cloud platform system is developed.[Methods]By integrating multiple databases,the system realized efficient storage and management of various types of monitoring data.Specifically,an improved tangent-angle algorithm was adopted to identify the depth of the landslide slip surface,and a three-dimensional landslide model was constructed on this basis.Compared with the recognition accuracy of 5/12 of the traditional tangent-angle algorithm,the improved algorithm achieved 12/12,significantly improving the recognition accuracy.In terms of landslide model construction,compared with the several hours required for point cloud model construction,the method using Three.js and Delaunay generation could accurately construct a three-dimensional landslide model within only a few seconds.In addition,the system used Web-GIS technology to realize visualized management and early warning of monitoring data,enabling users to intuitively observe dynamic changes and potential landslide risks.[Results]The results showed that the system efficiently processed and analyzed multiple types of monitoring data and successfully realized intelligent analysis and dynamic monitoring of landslide slip-zone position,landslide spatial dimensions,and morphology.It also enabled continuous monitoring and recording of landslide deformation data and could comprehensively and continuously track the evolution of landslide deformation,thereby improving the timeliness and accuracy of early warning.The proposed integrated intelligent processing technology and cloud platform provided a generalized and intelligent tool for slope landslide prevention and control,which was of great significance for landslide prevention and treatment.[Conclusion]The proposed method not only realizes continuous monitoring and recording of landslide deformation data,but also helps relevant departments take timely preventive measures to safeguard people's lives and property.关键词
滑坡监测/综合智能处理技术/云平台/Web-GIS,切线角算法Key words
landslide monitoring/integrated intelligent processing technology/cloud platform/Web-GIS/tangent-angle algorithm分类
交通工程引用本文复制引用
王亚飞,周根郯,曾长贤,李富年..基于监测关键数据的综合智能处理技术研究及应用[J].铁道标准设计,2026,70(7):33-40,8.基金项目
国家重点研发计划项目(2021YFB2600400) （2021YFB2600400）
