| 基于数据智能可视化分析的滑坡信息化施工研究 |
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| 引用本文： | 张友良,冯夏庭,赵洪波,李邵军. 基于数据智能可视化分析的滑坡信息化施工研究[J]. 岩土力学, 2003, 24(6): 935-939 |
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| 作者姓名： | 张友良 冯夏庭 赵洪波 李邵军 |
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| 作者单位： | 中国科学院武汉岩土力学研究所 岩土力学重点实验室， 湖北 武汉 430071 |
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| 基金项目： | 中国科学院岩土所领域前沿基金项目,国家重点基础研究发展规划项目资助(编号:2002CB412708). |
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| 摘 要： | 采用信息化施工技术进行大型滑坡整治，既安全又经济。笔者探讨了基于大量监测数据处理为核心的信息化施工技术。采用数据可视化技术对大型滑坡巨大数据进行分析处理，确定了滑动面位置、滑动方向和对滑坡进行危险性分区。将支持向量机方法用于预测滑坡变形。将智能和可视化分析结果用于滑坡动态优化设计中，并用一个实际工程实例论述了方法的思路。
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| 关 键 词： | 滑坡监测 数据可视化 信息化施工 智能预测 |
| 文章编号： | 1000-7598-(2003)06-0935-05 |
| 收稿时间： | 2002-10-21 |
| 修稿时间： | 2002-10-21 |
Study on info-construction of large landslides based on intelligent and visual analysis of monitoring data |
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| ZHANG You-liang,FENG Xia-ting,ZHAO Hong-bo,LI Shao-jun. Study on info-construction of large landslides based on intelligent and visual analysis of monitoring data[J]. Rock and Soil Mechanics, 2003, 24(6): 935-939 |
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| Authors: | ZHANG You-liang FENG Xia-ting ZHAO Hong-bo LI Shao-jun |
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| Affiliation: | ZHANG You-liang, FENG Xia-ting, ZHAO Hong-bo, LI Shao-jun |
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| Abstract: | Application of info-construction to large landslides ensures the project both safer and more economical. Methods of info-construction focused on tremendous data analysis are studied. The slip plane, slide direction and landslide zonation are determined by method of data visualization of monitoring data. The support vector machine is applied to predicting landslide displacements. The results of intelligent and visual analysis of monitoring data are used in the dynamic optimizing design of landslides. Finally, an engineering example is given to discuss the train of thought of the methods. |
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| Keywords: | landslide monitoring data visualization info-construction intelligent prediction |
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