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Use of Unmanned Aircraft Systems for Bridge Inspection: A Review

机译:无人驾驶飞机系统用于桥梁检查:综述

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This review describes the use of Unmanned Aircraft Systems (UAS) for bridge inspection, with an emphasis on Multi-rotor UAS. It depicts the different levels of automation and autonomy during UAS operation and what levels are achieved during inspections. A description of the payload of UAS consisting of the equipment required to acquire data and images is included. It also contains a compendium of the techniques used to create models from images in order to detect failures and perform Structural Health Monitoring (SHM) through techniques, such as: 3D reconstruction, infrared thermography, Structure From Motion (SFM), Convolutional Neural Network (CNN) and others. The software required to apply the mentioned techniques is also mentioned. It subsequently explains the generation of mathematical models to characterize the multirotor and generate efficient trajectories. Finally, the review concludes by describing the operational limitations of UAS and future challenges.
机译:该审查描述了无人驾驶飞机系统(UAS)用于桥接检查,重点是多转子UA。它描绘了UAS操作期间的自动化和自动性的不同程度,以及在检查期间实现了哪些水平。包括由获取数据和图像所需的设备的UA的有效载荷的描述。它还包含用于从图像创建模型的技术的概要,以便通过技术检测故障并执行结构健康监测(SHM),例如:3D重建,红外热成像,来自运动(SFM)的结构,卷积神经网络( CNN)和其他人。还提到了应用所提到的技术所需的软件。它随后解释了数学模型的生成,以表征多电机并产生有效的轨迹。最后,审查通过描述UAS和未来挑战的运营限制来结束。

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