Ground, Ceiling and Wall Effect Evaluation of Small Quadcopters in Pressure-controlled Environments

IF 3.1 4区 计算机科学 Q2 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Iris David Du Mutel de Pierrepont Franzetti, Riccardo Parin, Elisa Capello, Matthew J. Rutherford, Kimon P. Valavanis
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Abstract

Multicopters are used for a wide range of applications that often involve approaching buildings or navigating enclosed spaces. Opposed to the open spaces in obstacle-free environments commonly flown by fixed-wing unmanned aerial vehicles, multicopters frequently fly close to surfaces and must take into account the airflow variations caused by airflow rebound. Such disturbances must be identified in order to design algorithms capable of compensating them. The evaluation of ground, ceiling and wall effects using two different test stands is proposed in this work. Different propellers and sensors have been considered for testing. The first test setup used was placed inside terraXcube’s large climatic chamber allowing a precise control of temperature and pressure of around 20°C and 1000 hPa, respectively. The second test setup is located at the University of Denver (DU) Unmanned Systems Research Institute (DU\(^2\)SRI) laboratory with a stable pressure of around 800 hPa. Two different fixed 6 degrees of freedom force-torque sensors have been used for the experiments, allowing to sample forces and moments in three orthogonal axes. The tests simulate a hovering situation of a quadcopter at different distances to either the ground, the ceiling or a wall. The influence of the propeller size, rotation speed, pressure and temperature have also been considered and used for later dimensionless coefficient comparison. A thorough analysis of the measurement uncertainty is also included based on experimental evaluations and manufacturer information. Experimental data collected in these tests can be used for the definition of a mathematical model in which the effect of the proximity to the different surfaces is evaluated.

小型四旋翼飞行器在压力控制环境中的地面、天花板和墙壁效应评估
多旋翼飞行器的应用范围很广,通常涉及接近建筑物或在封闭空间内航行。与固定翼无人飞行器通常在无障碍环境中的开放空间飞行不同,多旋翼飞行器经常贴近地面飞行,必须考虑气流反弹造成的气流变化。必须识别这些干扰,以便设计出能够补偿这些干扰的算法。本研究建议使用两个不同的测试台对地面、天花板和墙壁的影响进行评估。测试中考虑了不同的推进器和传感器。第一个测试装置放置在 terraXcube 的大型气候室中,可分别精确控制约 20°C 和 1000 hPa 的温度和压力。第二个测试装置位于丹佛大学(DU)无人系统研究所(DU\(^2\)SRI)实验室,压力稳定在 800 hPa 左右。实验使用了两个不同的固定式 6 自由度力矩传感器,可对三个正交轴的力和力矩进行采样。测试模拟了四旋翼飞行器在距离地面、天花板或墙壁不同距离的悬停情况。此外,还考虑了螺旋桨尺寸、转速、压力和温度的影响,并用于后期的无量纲系数比较。此外,还根据实验评估和制造商信息对测量不确定性进行了全面分析。在这些测试中收集的实验数据可用于定义一个数学模型,在该模型中,可对不同表面的接近程度所产生的影响进行评估。
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来源期刊
Journal of Intelligent & Robotic Systems
Journal of Intelligent & Robotic Systems 工程技术-机器人学
CiteScore
7.00
自引率
9.10%
发文量
219
审稿时长
6 months
期刊介绍: The Journal of Intelligent and Robotic Systems bridges the gap between theory and practice in all areas of intelligent systems and robotics. It publishes original, peer reviewed contributions from initial concept and theory to prototyping to final product development and commercialization. On the theoretical side, the journal features papers focusing on intelligent systems engineering, distributed intelligence systems, multi-level systems, intelligent control, multi-robot systems, cooperation and coordination of unmanned vehicle systems, etc. On the application side, the journal emphasizes autonomous systems, industrial robotic systems, multi-robot systems, aerial vehicles, mobile robot platforms, underwater robots, sensors, sensor-fusion, and sensor-based control. Readers will also find papers on real applications of intelligent and robotic systems (e.g., mechatronics, manufacturing, biomedical, underwater, humanoid, mobile/legged robot and space applications, etc.).
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