LiDAR-based automated UAV inspection of wind turbine rotor blades

被引:5
|
作者
Wembers, Carlos Castelar [2 ]
Pflughaupt, Jasper [1 ]
Moshagen, Ludmila [1 ]
Kurenkov, Michael [1 ]
Lewejohann, Tim [1 ]
Schildbach, Georg [1 ]
机构
[1] Univ Lubeck, Inst Elect Engn Med, Lubeck, Germany
[2] Univ Lubeck, Inst Elect Engn Med, Ratzeburger Allee 160, D-23562 Lubeck, Germany
关键词
automated inspection; landing platform; offshore wind turbine; path planning; UAV;
D O I
10.1002/rob.22309
中图分类号
TP24 [机器人技术];
学科分类号
080202 ; 1405 ;
摘要
The global trend indicates that overall wind energy production, both onshore and offshore, will increase drastically in the next decade. Therefore, presently, much effort is focused on optimizing the operation and maintenance of wind turbines, since these are quite challenging and cost-intensive. To aid or even completely fulfill a specific inspection task, an automated solution is proposed in this paper. The prototype is built on an M300 drone platform from DJI Technology Co. and is presented here. It requires a single, additional 2D-LiDAR sensor mounted on an upwards frame. The proposed control and path planning algorithms have been tested in the AirSim simulation environment, as well as in local model airfields and at real onshore and offshore wind turbines. As a result, a comprehensive sequential-phased mission is presented, which reduces the total time required for the inspection routine to approximately 14 min, representing about half the time an expert pilot may need for the same task. Additionally, a platform prototype that may be deployed on a ship's deck for a safe landing is presented. It guarantees instant adhesion upon contact and avoids unwanted drone backlash due to sudden and unexpected ship movement during the landing approach. Further work will focus mainly on additional offshore flight probes, optimizing the landing platform, and tuning the flight algorithms.
引用
收藏
页码:1116 / 1132
页数:17
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