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投稿时间:2023-05-31 修订日期:2023-07-07
投稿时间:2023-05-31 修订日期:2023-07-07
中文摘要: 传统的架空输电线路工程竣工验收过程依赖于人工测量和纸质记录。然而,这种方式存在人为误差和信息不准确的风险,人力和时间成本高、效率低、效果不理想。本文提出了一种数字化竣工验收模式,该模式利用激光雷达对验收工程进行实体扫描,采集点云数据和其他航飞数据,并通过数据预处理、AI数据分割与分类等步骤构建线路本体和通道点云模型。将分割后的点云数据与线路设计模型数据进行对比计算分析,判断其是否满足相关验收标准中的允许值。该数字化竣工验收模式可以有效降低人为误差和信息不准确的风险,同时提高验收效率和效果的提升。基于该模式开发的数字化验收平台在某工程项目中进行了实验,结果表明能大大减少人工的参与,且能有效地缩短验收的时间。
Abstract:The traditional overhead transmission line project completion acceptance process relies on manual measurement and paper records. However, this method has the risk of human error and inaccurate information, with high labor and time cost, low efficiency and unsatisfactory effect. This paper proposes a digital completion acceptance mode, which uses lidar to scan the acceptance project, collect point cloud data and other flight data, and build the line ontology and channel point cloud model through data preprocessing, AI data segmentation and classification. The segmented point cloud data and the line design model data are compared and analyzed to determine whether they meet the relevant acceptance criteria Allowed values in. The digital completion acceptance mode can effectively reduce the risk of human error and inaccurate information, and improve the acceptance efficiency and effect. The digital acceptance platform developed based on this mode is tested in an engineering project, and the results show that the manual participation can be greatly reduced, and the acceptance time can be effectively shortened.
keywords: digital technology laser point cloud overhead transmission line completion acceptance deep learning
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作者 | 单位 | |
蔡德成* | 中国电力工程顾问集团中南电力设计院有限公司 | dechengcai@sina.com |
胡星 | 中国电力工程顾问集团中南电力设计院有限公司 | |
吴海洋 | 中国电力工程顾问集团中南电力设计院有限公司 | |
吕健双 | 中国电力工程顾问集团中南电力设计院有限公司 |
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