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基于无人机倾斜摄影技术的桥梁有限元逆向建模方法研究
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Method on Inverse Establishment of Bridge Finite Element Model Based on UAV Oblique Photography Technology
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    摘要:

    针对桥梁图纸缺乏或缺失,桥梁抗震分析中存在大量结构建模工作而其效率低下等问题,提出了一种基于无人机倾斜摄影技术的桥梁有限元逆向建模技术. 首先参数化桥梁有限元建模过程,再引入基于运动恢复结构和多视图立体匹配算法的倾斜摄影技术,结合无人机多视角序列影像构建目标桥梁三维实景模型,引入非均匀有理B样条算法提取桥梁复杂结构曲面,获取桥梁几何数据. 通过大数据信息和桥梁设计规范、设计标准图集、现场实测等调查方法获取无人机无法观测得到的桥梁内部结构参数,实现通过视觉外观、大数据信息和专家先验信息重建桥梁有限元模型. 对长沙市巴溪洲大桥建立三维实景模型,验证模型误差低于2%;利用大数据信息和专家先验信息获取桥梁内部参数,基于实景模型重建目标桥梁有限元模型,验证有限元模型模态频率误差低于2%,静载挠度校验系数为0.57~0.79. 研究结果表明:利用无人机倾斜摄影技术逆向建立的桥梁有限元模型可靠且精度较高,在桥梁健康监测和区域抗震分析领域具有较高的科学研究和工程实用价值.

    Abstract:

    Aiming at the miss of bridge drawings and extensive structural modeling works that need to be done in bridge seismic analysis, this paper presents a bridge finite element reverse modeling technology based on UAV oblique photography technology. The parametric bridge FE modeling process was first introduced. Then the oblique photography technology based on motion recovery structure and the multi-view stereo matching algorithm was introduced. Combined with UAV multi-view sequence images, a three-dimensional real-scene model of the target bridge was constructed. The non-uniform rational B-spline algorithm was introduced to extract the complex bridge surface and obtain the geometric data of the bridge. The internal structural parameters of bridges, which cannot be observed by UAV, were obtained through network big data, bridge design specifications, design standard atlas, and field measurement, and then the FE models of bridges can be reconstructed. A three-dimensional scene model of Baxizhou Bridge in Changsha City is established, and the model error is less than 2%. The Midas FE model of the target bridge was reconstructed based on the actual scene model and the bridge’s internal parameters obtained by big data and expert prior information. The modal frequency error of the Midas model was less than 2%, and the calibration coefficient of the static load test was 0.57~0.79. The research results show that the bridge FE model established by UAV oblique photography is reliable and accurate, which can facilitate bridge health monitoring and seismic analysis, and has scientific and engineering value.

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ZHOU Yun, LIU Peng?,HAO Guanwang, ZHU Zhengrong, PAN Heng, LI Jian.基于无人机倾斜摄影技术的桥梁有限元逆向建模方法研究[J].湖南大学学报:自然科学版,2023,(9):13~23

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  • 在线发布日期: 2023-10-07
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