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Robust autonomous flight in cluttered environment using a depth sensor 基于深度传感器的混乱环境下的鲁棒自主飞行
IF 1.4 4区 工程技术 Q2 ENGINEERING, AEROSPACE Pub Date : 2020-05-01 DOI: 10.1177/1756829320924528
Liang Lu, Alexander Yunda, Adrian Carrio, P. Campoy
This paper presents a novel collision-free navigation system for the unmanned aerial vehicle based on point clouds that outperform compared to baseline methods, enabling high-speed flights in cluttered environments, such as forests or many indoor industrial plants. The algorithm takes the point cloud information from physical sensors (e.g. lidar, depth camera) and then converts it to an occupied map using Voxblox, which is then used by a rapid-exploring random tree to generate finite path candidates. A modified Covariant Hamiltonian Optimization for Motion Planning objective function is used to select the best candidate and update it. Finally, the best candidate trajectory is generated and sent to a Model Predictive Control controller. The proposed navigation strategy is evaluated in four different simulation environments; the results show that the proposed method has a better success rate and a shorter goal-reaching distance than the baseline method.
本文提出了一种新型的无人机无碰撞导航系统,该系统基于点云,与基线方法相比性能更好,能够在杂乱的环境中进行高速飞行,如森林或许多室内工业工厂。该算法从物理传感器(如激光雷达、深度相机)获取点云信息,然后使用Voxblox将其转换为占用地图,然后由快速探索随机树使用该地图生成有限的候选路径。使用改进的运动规划目标函数的协方差哈密顿优化来选择最佳候选轨迹并对其进行更新。最后,生成最佳候选轨迹,并将其发送到模型预测控制控制器。在四种不同的仿真环境中对所提出的导航策略进行了评估;结果表明,与基线方法相比,该方法具有更好的成功率和更短的目标到达距离。
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引用次数: 4
Vertical surface contact with a Micro Air Vehicle 垂直表面接触的微型飞行器
IF 1.4 4区 工程技术 Q2 ENGINEERING, AEROSPACE Pub Date : 2020-01-01 DOI: 10.1177/1756829320938745
Aaron Lopez Luna, Israel Cruz Vega, J. Martínez-Carranza
In this work, we present a novel design for vertical surface contact using a two degree of freedom robotic arm attached to a Micro Air Vehicle. To achieve this, we propose a controller based on a Gain-Scheduled Proportional–Integral–Derivative approach. In previous works, the Gain-Scheduled Proportional–Integral–Derivative method was used to control the attitude of the Micro Air Vehicle, thus mitigating the perturbations induced by the movement of the arm. The novel approach of this work focuses on the achievement of an automatized full-contact with a rigid vertical surface using a Micro Air Vehicle with a robotic arm. We have improved the capabilities of the Gain-Scheduled Proportional–Integral–Derivative control to consider the inherent issues of approximating to a flat structure in order to carry out an aerial interaction task successfully. For the Micro Air Vehicle’s position feedback, a motion capture system is used in this work. A paintbrush attached to the end effector of the arm is used to draw over a whiteboard surface to show the full contact of the aerial manipulator. A distance sensor is added to the on-board sensors to measure the distance between the vertical surface and the system to ensure a correct distance and achieve a safe contact. Experimental testing results show that the controller can maintain a stable flight with sufficient accuracy to complete the aerial interaction tasks.
在这项工作中,我们提出了一种新的设计,用于垂直表面接触,使用两个自由度的机械臂连接到一个微型飞行器。为此,我们提出了一种基于增益调度比例-积分-导数方法的控制器。在以往的研究中,采用增益-调度比例-积分-导数方法控制微型飞行器的姿态,从而减轻手臂运动引起的微扰。这项工作的新方法侧重于使用带有机械臂的微型飞行器实现与刚性垂直表面的自动化全接触。为了成功执行空中交互任务,我们改进了增益调度比例积分导数控制的能力,以考虑逼近平面结构的固有问题。对于微型飞行器的位置反馈,本文采用了运动捕捉系统。附着在手臂末端执行器上的画笔用于在白板表面上绘制,以显示空中机械手的完全接触。在板载传感器上增加一个距离传感器,用于测量垂直表面与系统之间的距离,保证垂直表面与系统之间的距离正确,实现安全接触。实验测试结果表明,该控制器能够保持稳定的飞行,并具有足够的精度来完成空中交互任务。
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引用次数: 3
Propulsion performance investigation of bio-inspired nano rotor base on fluid–structure interaction 基于流固耦合的仿生纳米转子推进性能研究
IF 1.4 4区 工程技术 Q2 ENGINEERING, AEROSPACE Pub Date : 2020-01-01 DOI: 10.1177/1756829319900886
Shanyong Zhao, Zhen Liu, P. Che, Bingfei Li, Tianjiao Dang, Chen Bu
In this paper, the bio-inspired blade motion is introduced to improve the propulsive performance of nano rotor at an ultra-low Reynolds number. However, the complex flow interacts with the flexible composite blade structure resulting in the change of nano rotor propulsion performance and the vibration of blade structure. A composite nano rotor with blade-pitch motion is investigated computationally with a computational solvers based on fluid–structure interaction. The finite element model for the composite rotor is created and verified with a non-contact modal test. It is found that the simulation results matched well with the experimental results. Successively, the propulsive performance of a rigid nano rotor is studied. The propulsive performance of the nano rotor is analysed at different bio-inspired pitch frequencies. The results show that the figure of merit of the bio-inspired pitch rotor increases because of the bio-inspired blade pitch motion. And it is also found that the improvement of the propulsive performance of the nano rotor varies with the pitch frequency. The propulsive performance of the flexible bio-inspired nano rotor is also studied with by using fluid–structure interaction method. It is found that the computational results for flexible nano rotor are lower than that for rigid nano rotor. It is evident that it is necessary to consider the flexibility of the composite nano rotor when investigating the propulsion performance of bio-inspired nano rotor. And the response of blade structure is also studied. Structural dynamic analysis shows that the blade structure vibrates with small amplitude. And two peak values are found at the rotation frequency and the fundamental frequency of the nano rotor structure.
本文引入生物激励叶片运动来改善纳米转子在超低雷诺数下的推进性能。然而,复杂的流动与柔性复合材料叶片结构相互作用,导致纳米转子推进性能的变化和叶片结构的振动。采用基于流体-结构相互作用的计算求解器,对具有叶片变桨运动的复合材料纳米转子进行了计算研究。建立了复合材料转子的有限元模型,并通过非接触模态试验进行了验证。仿真结果与实验结果吻合良好。接着,对刚性纳米转子的推进性能进行了研究。分析了纳米旋翼在不同生物激励桨距频率下的推进性能。结果表明,生物激励变桨转子的优值随着叶片的变桨运动而增大。研究还发现,纳米旋翼推进性能的改善程度随桨距频率的变化而变化。采用流体-结构相互作用方法研究了柔性仿生纳米转子的推进性能。研究发现,柔性纳米转子的计算结果低于刚性纳米转子。显然,在研究仿生纳米转子的推进性能时,有必要考虑复合材料纳米转子的柔性。并对叶片结构的响应进行了研究。结构动力学分析表明,叶片结构存在小振幅振动。在纳米转子结构的旋转频率和基频处发现了两个峰值。
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引用次数: 0
Actuator modelling for attitude control using incremental nonlinear dynamic inversion 基于增量非线性动态反演的姿态控制执行器建模
IF 1.4 4区 工程技术 Q2 ENGINEERING, AEROSPACE Pub Date : 2020-01-01 DOI: 10.1177/1756829320961925
F. Binz, D. Moormann
Recently, the concept of incremental nonlinear dynamic inversion has seen an increasing adoption as an attitude control method for a variety of aircraft configurations. The reasons for this are good stability and robustness properties, moderate computation requirements and low requirements on modelling fidelity. While previous work investigated the robust stability properties of incremental nonlinear dynamic inversion, the actual closed-loop performance may degrade severely in the face of model uncertainty. We address this issue by first analysing the effects of modelling errors on the closed-loop performance by observing the movement of the system poles. Based on this, we analyse the neccessary modelling fidelity and propose simple modelling methods for the usual actuators found on small-scale electric aircraft. Finally, we analyse the actuator models using (flight) test data where possible.
近年来,增量非线性动态反演的概念越来越多地被用作各种飞机构型的姿态控制方法。其原因是具有良好的稳定性和鲁棒性、适度的计算要求以及对建模保真度的低要求。虽然之前的工作研究了增量非线性动态反演的鲁棒稳定性,但面对模型的不确定性,实际的闭环性能可能会严重下降。我们首先通过观察系统极点的运动来分析建模误差对闭环性能的影响,从而解决这个问题。在此基础上,我们分析了必要的建模保真度,并为小型电动飞机上常见的执行器提出了简单的建模方法。最后,我们在可能的情况下使用(飞行)测试数据分析致动器模型。
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引用次数: 2
Model-free control algorithms for micro air vehicles with transitioning flight capabilities 具有过渡飞行能力的微型飞行器的无模型控制算法
IF 1.4 4区 工程技术 Q2 ENGINEERING, AEROSPACE Pub Date : 2020-01-01 DOI: 10.1177/1756829320914264
J. Barth, Jean-Philippe Condomines, M. Bronz, J. Moschetta, C. Join, M. Fliess
Micro air vehicles with transitioning flight capabilities, or simply hybrid micro air vehicles, combine the beneficial features of fixed-wing configurations, in terms of endurance, with vertical take-off and landing capabilities of rotorcrafts to perform five different flight phases during typical missions, such as vertical takeoff, transitioning flight, forward flight, hovering and vertical landing. This promising micro air vehicle class has a wider flight envelope than conventional micro air vehicles, which implies new challenges for both control community and aerodynamic designers. One of the major challenges of hybrid micro air vehicles is the fast variation of aerodynamic forces and moments during the transition flight phase which is difficult to model accurately. To overcome this problem, we propose a flight control architecture that estimates and counteracts in real-time these fast dynamics with an intelligent feedback controller. The proposed flight controller is designed to stabilize the hybrid micro air vehicle attitude as well as its velocity and position during all flight phases. By using model-free control algorithms, the proposed flight control architecture bypasses the need for a precise hybrid micro air vehicle model that is costly and time consuming to obtain. A comprehensive set of flight simulations covering the entire flight envelope of tailsitter micro air vehicles is presented. Finally, real-world flight tests were conducted to compare the model-free control performance to that of the Incremental Nonlinear Dynamic Inversion controller, which has been applied to a variety of aircraft providing effective flight performances.
具有过渡飞行能力的微型飞行器,或简单的混合型微型飞行器,结合了固定翼构型在续航能力方面的有益特征,以及旋翼飞机的垂直起飞和着陆能力,在典型任务中执行五个不同的飞行阶段,如垂直起飞、过渡飞行、向前飞行,悬停和垂直降落。这种有前景的微型飞行器比传统的微型飞行器有更宽的飞行范围,这对控制界和空气动力学设计师来说都意味着新的挑战。混合动力微型飞行器的主要挑战之一是在过渡飞行阶段气动力和力矩的快速变化,这很难准确建模。为了克服这个问题,我们提出了一种飞行控制架构,该架构通过智能反馈控制器实时估计和抵消这些快速动态。所提出的飞行控制器设计用于在所有飞行阶段稳定混合微型飞行器的姿态及其速度和位置。通过使用无模型控制算法,所提出的飞行控制架构绕过了对精确混合微型飞行器模型的需求,该模型的获得成本高且耗时。提出了一套涵盖尾座微型飞行器整个飞行包线的综合飞行模拟。最后,进行了真实世界的飞行测试,将无模型控制性能与增量非线性动态逆控制器的控制性能进行了比较,增量非线性动态逆变控制器已应用于各种飞机,提供了有效的飞行性能。
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引用次数: 23
Effects of asymmetrical inflow in forward flight on the deformation of interacting flapping wings 前飞不对称流入对相互作用扑翼变形的影响
IF 1.4 4区 工程技术 Q2 ENGINEERING, AEROSPACE Pub Date : 2020-01-01 DOI: 10.1177/1756829320941002
Dnwm Heitzig, B. V. van Oudheusden, D. Olejnik, M. Karásek
This study investigates the wing deformation of the DelFly II in forward flight conditions. A measurement setup was developed that maintains adequate viewing axes of the flapping wings for all pitch angles. Recordings of a high-speed camera pair were processed using a point tracking algorithm, allowing 136 points per wing to be measured simultaneously with an estimated accuracy of 0.25 mm. The measurements of forward flight show little change in the typical clap-and-peel motion, suggesting similar effectiveness in all cases. It was found that an air-buffer remains at all times during this phase. The wing rotation and camber reduction during the upstroke suggests low loading during the upstroke in fast forward flight. In slow cases a torsional wave and recoil is found. A study of the isolated effects showed asymmetric deformations even in symmetric freestream conditions. Furthermore, it shows a dominant role of the flapping frequency on the clap-and-peel, while the freestream velocity reduces wing loading outside this phase.
本研究调查了DelFly II在前向飞行条件下的机翼变形。开发了一种测量装置,在所有俯仰角下都能保持扑翼的足够视角。使用点跟踪算法处理高速相机对的记录,允许同时测量每个机翼的136个点,估计精度为0.25 向前飞行的测量显示典型的拍击和剥离运动几乎没有变化,这表明在所有情况下都有类似的效果。研究发现,在这一阶段,空气缓冲器始终保持不变。上行程过程中的机翼旋转和外倾角减小表明,在快进飞行中,上行程期间的载荷较低。在缓慢的情况下,会发现扭转波和反冲。对孤立效应的研究表明,即使在对称自由流条件下,也会出现不对称变形。此外,它显示了拍打频率对拍击和剥离的主导作用,而自由流速度降低了该阶段以外的机翼载荷。
{"title":"Effects of asymmetrical inflow in forward flight on the deformation of interacting flapping wings","authors":"Dnwm Heitzig, B. V. van Oudheusden, D. Olejnik, M. Karásek","doi":"10.1177/1756829320941002","DOIUrl":"https://doi.org/10.1177/1756829320941002","url":null,"abstract":"This study investigates the wing deformation of the DelFly II in forward flight conditions. A measurement setup was developed that maintains adequate viewing axes of the flapping wings for all pitch angles. Recordings of a high-speed camera pair were processed using a point tracking algorithm, allowing 136 points per wing to be measured simultaneously with an estimated accuracy of 0.25 mm. The measurements of forward flight show little change in the typical clap-and-peel motion, suggesting similar effectiveness in all cases. It was found that an air-buffer remains at all times during this phase. The wing rotation and camber reduction during the upstroke suggests low loading during the upstroke in fast forward flight. In slow cases a torsional wave and recoil is found. A study of the isolated effects showed asymmetric deformations even in symmetric freestream conditions. Furthermore, it shows a dominant role of the flapping frequency on the clap-and-peel, while the freestream velocity reduces wing loading outside this phase.","PeriodicalId":49053,"journal":{"name":"International Journal of Micro Air Vehicles","volume":" ","pages":""},"PeriodicalIF":1.4,"publicationDate":"2020-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1177/1756829320941002","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43331266","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Characterization of ducted contra-rotating propeller propulsions 管道对转螺旋桨推进器的特性
IF 1.4 4区 工程技术 Q2 ENGINEERING, AEROSPACE Pub Date : 2019-11-01 DOI: 10.1177/1756829319837661
Longfei Zhao, S. Shkarayev
This paper presents the experimental studies of the efficiency of open and ducted contra-rotating propeller systems operating in the low Reynolds number range. Eight off-the-shelf propellers were selected with a diameter in the range from 139 mm to 377 mm and seven ducts were built with the duct length of 0.28–0.53 the propeller diameter. Static and wind tunnel experiments were conducted. The maximum increase in the static thrust coefficient and power loading for the ducted contra-rotating propeller systems over the open systems was found to be 25% and 50%, respectively. This performance improvement for the medium size ducted systems is smaller than that observed in previous studies for ducts longer than the 0.8 propeller diameter but greater than for ducts shorter than the 0.15 propeller diameter. The thrust coefficient decreases with an advance ratio increase. The power loading of both open and ducted systems drops dramatically after reaching maxima.
本文对低雷诺数范围内开式和导管式对转螺旋桨系统的效率进行了实验研究。选择了8个现成的螺旋桨,直径在139毫米到377毫米之间,建造了7个管道,管道长度为螺旋桨直径的0.28-0.53。进行了静力和风洞实验。与开放式系统相比,导管式对转螺旋桨系统的静态推力系数和功率负荷的最大增幅分别为25%和50%。对于中等尺寸的导管系统,这种性能改进小于先前研究中观察到的长于0.8螺旋桨直径的导管,但大于短于0.15螺旋桨直径的导管。推力系数随推进比的增大而减小。开式和导管式系统的功率负荷在达到最大值后急剧下降。
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引用次数: 3
Predictive feedback augmentation for manual control of an unmanned aerial vehicle with latency 具有时延的无人机手动控制预测反馈增强
IF 1.4 4区 工程技术 Q2 ENGINEERING, AEROSPACE Pub Date : 2019-09-01 DOI: 10.1177/1756829319869645
J. Cox, K. Wong
Teleoperation of unmanned aerial vehicles is hampered by communication delay, which causes feedback from command inputs to take considerable time to be displayed to the operator. For an international internet connection, round trip latencies can reach 500 ms. The satellite connections used for military unmanned aerial vehicles can have latencies in the order of seconds. This delay presents a substantial control problem, which has been solved in the past by control abstraction (instead of “roll left” the aircraft might be instructed “go to these coordinates”). Manual control remains difficult. This study borrows the client-side prediction concept from multiplayer video games to attempt to address the control delay to allow manual control. An estimate of the change in the vehicle state due to the commands that are yet to affect the feedback is computed and then the feedback that the pilot receives is modified to reflect this predicted change. Because of this change, the pilot can see immediately the effect of the control inputs. This study has explored the concept and built a prototype system functional in real time for flight testing with qualitative results presented.
无人机的远程操作受到通信延迟的阻碍,这导致来自命令输入的反馈需要相当长的时间才能显示给操作员。对于国际互联网连接,往返延迟可能达到500 ms。用于军用无人机的卫星连接可能具有几秒量级的延迟。这种延迟带来了一个实质性的控制问题,过去通过控制抽象已经解决了这个问题(飞机可能会被指示“转到这些坐标”,而不是“向左滚动”)。手动控制仍然很困难。本研究借用了多人视频游戏的客户端预测概念,试图解决控制延迟问题,以允许手动控制。计算由于尚未影响反馈的命令而引起的车辆状态变化的估计,然后修改飞行员接收的反馈以反映该预测变化。由于这种变化,飞行员可以立即看到控制输入的效果。本研究探索了这一概念,并建立了一个用于飞行测试的实时原型系统,并给出了定性结果。
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引用次数: 3
Exploring aerial perching and grasping with dual symmetric manipulators and compliant end-effectors 利用双对称机械手和柔性末端执行器探索空中栖息和抓取
IF 1.4 4区 工程技术 Q2 ENGINEERING, AEROSPACE Pub Date : 2019-09-01 DOI: 10.1177/1756829319877416
Pengfei Yu, Zihao Wang, K. Wong
Inspired by talon of a predator bird, this paper presents a quadrotor with two 2- Degree of Freedoms (DOFs) compliant manipulators which could mimic bird perching and grasping. The symmetric configuration of the manipulators causes minimum shift in center of gravity and a minimum disturbance to the angular momentum of the platform during grasping and perching maneuvers. Thus, the dynamics of the manipulator is independent to that of the platform. Moreover, a compliant end-effector is introduced to decouple the dynamics of the unmanned aerial vehicles from the force interaction with the environment or target objects. Therefore, aerial manipulation problem is significantly simplified due to the minimum amount of disturbance among components. In addition, the manipulators could function as the landing gear, which allows larger work envelope, weight saving and less landing impact. It also has the potential to achieve a bird-like “perch and watch” to increase the endurance of unmanned aerial vehicles in missions that involve extended endurance.
本文以捕食鸟类的爪子为灵感,设计了一种四旋翼飞行器,该飞行器具有两个2自由度柔性操纵臂,可以模拟鸟类的栖息和抓握。机械手的对称结构使抓取和栖息机动时重心位移最小,对平台角动量的干扰最小。因此,机械臂的动力学与平台的动力学无关。此外,引入柔性末端执行器将无人机的动力学与环境或目标物体的力相互作用解耦。因此,由于组件之间的干扰量最小,因此大大简化了空中操纵问题。此外,机械手可以作为起落架,这样可以实现更大的工作范围,减轻重量,减少着陆冲击。它也有可能实现像鸟一样的“栖息和观察”,以增加无人机在需要延长续航时间的任务中的续航能力。
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引用次数: 13
Micro air vehicles energy transportation for a wireless power transfer system 用于无线电力传输系统的微型飞行器能量传输
IF 1.4 4区 工程技术 Q2 ENGINEERING, AEROSPACE Pub Date : 2019-08-01 DOI: 10.1177/1756829319870057
Jose Polo, Lluís Hontecillas, Ignacio Izquierdo, O. Casas
The aim of this work is to demonstrate the feasibility use of an Micro air vehicles (MAV) in order to power wirelessly an electric system, for example, a sensor network, using low-cost and open-source elements. To achieve this objective, an inductive system has been modelled and validated to power wirelessly a sensor node using a Crazyflie 2.0 as MAV. The design of the inductive system must be small and light enough to fulfil the requirements of the Crazyflie. An inductive model based on two resonant coils is presented. Several coils are defined to be tested using the most suitable resonant configuration. Measurements are performed to validate the model and to select the most suitable coil. While attempting to minimize the weight at transmitter’s side, on the receiver side it is intended to efficiently acquire and manage the power obtained from the transmitter. In order to prove its feasibility, a temperature sensor node is used as demonstrator. The experiment results show successfully energy transportation by MAV, and wireless power transfer for the resonant configuration, being able to completely charge the node battery and to power the temperature sensor.
这项工作的目的是证明微型飞行器(MAV)的可行性,以便使用低成本和开源元件为电气系统(例如传感器网络)无线供电。为了实现这一目标,已经对感应系统进行了建模和验证,以使用Crazyflie 2.0作为MAV为传感器节点无线供电。感应系统的设计必须足够小和轻,以满足Crazyflie的要求。提出了一种基于两个谐振线圈的电感模型。几个线圈被定义为使用最合适的谐振配置进行测试。进行测量以验证模型并选择最合适的线圈。在试图最小化发射机侧的重量的同时,在接收机侧,旨在有效地获取和管理从发射机获得的功率。为了证明其可行性,使用温度传感器节点作为演示器。实验结果表明,MAV成功地实现了能量传输,谐振配置的无线功率传输能够为节点电池完全充电并为温度传感器供电。
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引用次数: 2
期刊
International Journal of Micro Air Vehicles
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