基于激光雷达的风力涡轮机叶片空间大偏转测量系统

Optics Pub Date : 2024-03-04 DOI:10.3390/opt5010011
Yue Hu, Yutian Zhu, Aiguo Zhou, Penghui Liu
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引用次数: 0

摘要

随着中国风电产业的发展,包括静态测试和疲劳测试在内的风力涡轮机叶片全尺寸结构测试研究已显示出越来越重要的意义。静态测试在工业实践中使用拉线传感器测量固定点的挠度。然而,这种方法存在尺寸单一、偏差过大、实验成本高、安装复杂等缺点。鉴于激光雷达具有数据密度高、精度高、使用方便等优点,我们提出了一种简单高效的多激光雷达风力涡轮机叶片空间大挠度测量系统。对于激光雷达扫描仪采集的点云,采用基于点基元和几何基元的注册、动态半径 DBSCAN 聚类、空间线聚类和线积分来计算叶片上测量点的三维坐标。经过实验验证,所提出的方法可有效替代传统的拉线传感器测量方法。在最小摆动方向测试中,测量误差与理论值相比控制在 3% 以内。同时,在最大摆动方向测试中,测量点的三维坐标与小变形下观察到的变化趋势保持一致。这些结果证实了该系统的可行性及其推广潜力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Lidar-Based Spatial Large Deflection Measurement System for Wind Turbine Blades
With the advancement of China’s wind power industry, research into full-scale structural testing of wind turbine blades, including static testing and fatigue testing, has shown increasing significance. Static testing measures the deflection at fixed points, using pull-wire sensors in industrial practice. However, the demerits of this method involve single dimension, excessive deviation, costly experiment, and complex installment. Given the advantages that lidar provides, correspondingly, high data density, precision, and convenience, we proposed a simple and efficient spatial large deflection measurement system for wind turbine blades with multi lidars. For point clouds collected from lidar scanners, registration based on point primitives and geometric primitives, dynamic radius DBSCAN clustering, spatial line clustering, and line integrals are applied to calculate the 3D coordinates of measured points on the blade. Experimentally validated, the proposed method demonstrates its effectiveness in serving as a viable alternative to the traditional pull-wire sensor measurement approach. In the minimum oscillation direction test, the measurement error is controlled within 3% compared to the theoretical value. Simultaneously, in the maximum swing direction test, the 3D coordinates of the measured point remain consistent with the changing trend observed under small deformation. These results confirm the feasibility of the system and its potentials to be generalized.
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CiteScore
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