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Coverage Path Planning Method for Agricultural Spraying UAV in Arbitrary Polygon Area 农业喷洒无人机在任意多边形区域的覆盖路径规划方法
IF 0.1 4区 工程技术 Q4 Engineering Pub Date : 2023-08-25 DOI: 10.3390/aerospace10090755
Jiacheng Li, Hanlin Sheng, J. Zhang, Haibo Zhang
In the coverage path planning (CPP) problem of an agricultural spraying UAV, a margin reduction algorithm was designed first to address special situations such as ditches and channels within the operational terrain. Regarding the particularity of a concave polygon area, an algorithm based on topology mapping was developed to judge the concave points of the concave polygon area, and the path with special concave points was scheduled. For the evaluation of the pesticide spraying mission, the flight distance and extra coverage ratio were the most appropriate optimization objectives. Therefore, this paper selected these two indicators to form a fitness function, then found the optimal operating heading angle of the mission after iterative optimization. Finally, the CPP for an agricultural spraying UAV in an arbitrary polygon area under the optimal heading angle was realized. The simulation and flight test results showed that the CPP method could significantly shorten the flight distance and reduce additional coverage, then avoid energy consumption and pesticide waste. In addition, the engineering practicability of the method was verified in this paper. This method can be popularized and widely used for an agricultural spraying UAV, which has great engineering application value.
在农业喷洒无人机覆盖路径规划问题中,针对作战地形中沟渠等特殊情况,首先设计了一种余量缩减算法。针对凹多边形区域的特殊性,提出了一种基于拓扑映射的凹多边形区域凹点判断算法,并对特殊凹点路径进行调度。对于农药喷洒任务的评价,飞行距离和额外覆盖率是最合适的优化目标。因此,本文选取这两个指标组成适应度函数,通过迭代优化找到任务的最优操作航向角。最后,实现了农业喷洒无人机在最优航向角下在任意多边形区域的CPP。仿真和飞行试验结果表明,CPP方法可以显著缩短飞行距离,减少附加覆盖,避免能源消耗和农药浪费。此外,本文还验证了该方法的工程实用性。该方法可推广并广泛应用于农用喷洒无人机,具有较大的工程应用价值。
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引用次数: 0
Parametric Analysis of the Toothed Electromagnetic Spring Based on the Finite Element Model 基于有限元模型的齿形电磁弹簧参数分析
IF 0.1 4区 工程技术 Q4 Engineering Pub Date : 2023-08-25 DOI: 10.3390/aerospace10090750
Xiaoyuan Zheng, Cheng Zhang, Yifang Lou, Guangming Xue, H. Bai
Active vibration control shows excellent performance in vibration isolation. In this work, the finite element model of a toothed electromagnetic spring (TES) is established using ANSYS Maxwell software. Subsequently, a static characteristic experiment of the TES is carried out, and the validity of the model is verified. Based on the established finite element model, the influence of key structural parameters on the static characteristics of the electromagnetic spring is analyzed. The results show that the parameters of the magnetic teeth have a significant impact on the performance of the electromagnetic spring. As the number of teeth increases, the electromagnetic force first increases and then decreases. With the increase in the tooth height or width, the maximum electromagnetic force gradually increases to the maximum value and then stabilizes. It should be noted that the tooth width simultaneously affects the maximum electromagnetic force, stiffness characteristics, and effective working range of the TES. This work provides a basis for further exploring the application of electromagnetic springs within the field of active vibration control.
主动振动控制在隔振方面表现出优异的性能。本文利用ANSYS Maxwell软件建立了齿形电磁弹簧(TES)的有限元模型。随后,对TES进行了静态特性实验,验证了模型的有效性。在建立有限元模型的基础上,分析了关键结构参数对电磁弹簧静态特性的影响。结果表明,磁齿参数对电磁弹簧的性能有显著影响。随着齿数的增加,电磁力先增大后减小。随着齿高或齿宽的增加,最大电磁力逐渐增大到最大值,然后趋于稳定。需要注意的是,齿宽同时影响TES的最大电磁力、刚度特性和有效工作范围。为进一步探索电磁弹簧在振动主动控制领域的应用奠定了基础。
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引用次数: 0
Aerodynamic Characteristics of a Z-Shaped Folding Wing z形折叠翼的气动特性
IF 0.1 4区 工程技术 Q4 Engineering Pub Date : 2023-08-24 DOI: 10.3390/aerospace10090749
Yongchang Huang, Xiangying Guo, D. Cao
Z-shaped folding wings have the potential to enhance the flight performance of an aircraft, contingent upon its mission requirements. However, the current scope of research on unmanned aerial vehicles (UAVs) with Z-shaped folding wings primarily focuses on the analysis of their folding structure and aeroelasticity-related vibrations. Computational fluid dynamics methods and dynamic meshing are employed to examine the folding process of Z-shaped folding wings. By comparing the steady aerodynamic characteristics of Z-shaped folding wings with those of conventional wings, this investigation explores the dynamic aerodynamic properties of Z-shaped folding wings at varying upward folding speeds. The numerical findings reveal that the folding of Z-shaped folding wings reduces the lift-to-drag ratio, yet simultaneously diminishes the nose-down pitching moment, thereby augmenting maneuverability. Concerning unsteady aerodynamics, the transient lift and drag coefficients of the folded wing initially increase and subsequently decrease as the folding angle increases at small angles of attack. Likewise, the nose-down pitching moment exhibits the same pattern in response to the folding angle. Additionally, the aerodynamic coefficients experience a slight decrease during the initial half of the folding process with increasing folding speed. Once the wing reaches approximately 40°~45° of folding, there is an abrupt change in the transient aerodynamic coefficients. Notably, this abrupt change is delayed with higher folding speeds, eventually converging to similar values across different folding speeds.
根据任务要求,z形折叠机翼有可能提高飞机的飞行性能。然而,目前对z型折叠翼无人机的研究范围主要集中在对其折叠结构和气动弹性相关振动的分析上。采用计算流体力学方法和动态网格法对z型折叠翼的折叠过程进行了研究。通过对z型折叠翼与常规机翼稳态气动特性的比较,探讨了不同向上折叠速度下z型折叠翼的动态气动特性。数值结果表明,z型折叠翼的折叠减小了升阻比,同时减小了机头向下俯仰力矩,从而提高了机动性。在非定常空气动力学方面,在小迎角下,随着折叠角的增大,折叠翼的瞬态升力和阻力系数先增大后减小。同样,俯仰力矩对折叠角的响应也表现出相同的模式。此外,随着折叠速度的增加,气动系数在折叠前半段略有下降。一旦机翼达到大约40°~45°的折叠,瞬态气动系数就会发生突变。值得注意的是,这种突变随着更高的折叠速度而延迟,最终在不同的折叠速度下收敛到相似的值。
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引用次数: 1
Star-Identification System Based on Polygon Recognition 基于多边形识别的恒星识别系统
IF 0.1 4区 工程技术 Q4 Engineering Pub Date : 2023-08-24 DOI: 10.3390/aerospace10090748
Gustavo E. Ramos-Alcaraz, Miguel A. Alonso-Arévalo, J. M. Nuñez-Alfonso
Accurate attitude determination is crucial for satellites and spacecraft. Among attitude determination devices, star sensors are the most accurate. Solving the lost-in-space problem is the most critical function of the star sensor. Our research introduces a novel star-identification system that utilizes a polygon-recognition algorithm to assign a unique complex number to polygons created by stars. This system aims to solve the lost-in-space problem. Our system includes a full solution with a lens, image sensor, processing unit, and algorithm implementation. To test the system’s performance, we analyzed 100 night sky images that resembled what a real star sensor in orbit would experience. We used a k-d tree algorithm to accelerate the search in the star catalog of complex numbers. We implemented various verification methods, including internal polygon verification and a voting mechanism, to ensure the system’s reliability. We obtained the star database used as a reference from the Gaia DR2 catalog, which we filtered, to eliminate irrelevant stars, and which we arranged by apparent magnitude. Despite manually introducing up to three false stars, the system successfully identified at least one star in 97% of the analyzed images.
准确的姿态确定对卫星和航天器至关重要。在姿态确定装置中,星敏感器精度最高。解决空间丢失问题是星敏感器最关键的功能。我们的研究介绍了一种新的恒星识别系统,该系统利用多边形识别算法为恒星产生的多边形分配唯一的复数。该系统旨在解决空间丢失问题。我们的系统包括一个完整的解决方案,包括镜头、图像传感器、处理单元和算法实现。为了测试该系统的性能,我们分析了100张夜空图像,这些图像与轨道上真正的恒星传感器所经历的图像相似。我们使用k-d树算法来加速在复数星表中的搜索。我们实现了多种验证方法,包括内部多边形验证和投票机制,以确保系统的可靠性。我们从盖亚DR2星表中获得了作为参考的恒星数据库,我们对其进行了过滤,以消除不相关的恒星,并按视星等排列。尽管人工引入了多达三颗假星,但该系统在97%的分析图像中成功识别了至少一颗星。
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引用次数: 0
Dynamic Surface-Based Adaptive Active Disturbance Rejection Control of Electrohydrostatic Actuators 基于动态表面的电静液执行器自适应自抗扰控制
IF 0.1 4区 工程技术 Q4 Engineering Pub Date : 2023-08-23 DOI: 10.3390/aerospace10090747
Xudong Han, Y. Fu, Yan Wang, Mingkang Wang, Deming Zhu
The control accuracy and stability of the electrohydrostatic actuator (EHA) are directly impacted by parameter uncertainty, disturbance uncertainty, and non-matching disturbance, which negatively impacts aircraft rudder maneuvering performance and even results in rudder chatter. A dynamic surface-based adaptive active disturbance rejection control (DSAADRC) is proposed as a solution for these issues. It does this by developing a novel parametric adaptive law driven by the combination of tracking error, parameter estimation error, and state estimation error to estimate the unknown parameters, using three low-order ESOs to estimate and compensate the uncertain disturbances online, and employing a dynamic surface method to obtain the differential values of virtual control signals in the backstepping method to deal with non-matching disturbances. In this research, a Lyapunov stability analysis demonstrates that the method can achieve the position tracking accuracy of the EHA under time-varying external disturbances after first establishing an EHA dynamics model with nonlinearity and uncertainty, followed by the design of an adaptive active disturbance rejection control method based on dynamic surfaces for the uncertainties and perturbations. In contrast to control strategies like Robust Control (RC) and Adaptive Robust Control (ARC), simulation and experiment comparison shows that the method has stronger anti-disturbance under time-varying external disturbances.
电静液作动器的参数不确定性、扰动不确定性和非匹配扰动直接影响其控制精度和稳定性,对飞机方向舵的操纵性能产生负面影响,甚至导致方向舵颤振。针对这些问题,提出了一种基于动态表面的自适应自抗扰控制(DSAADRC)。通过建立一种由跟踪误差、参数估计误差和状态估计误差组合驱动的参数自适应律来估计未知参数,利用三个低阶eso在线估计和补偿不确定干扰,并采用动态曲面法获取反演方法中的虚拟控制信号的微分值来处理非匹配干扰。在本研究中,Lyapunov稳定性分析表明,该方法首先建立了具有非线性和不确定性的EHA动力学模型,然后针对不确定性和摄动设计了基于动态曲面的自适应自抗扰控制方法,可以在时变外部扰动下实现EHA的位置跟踪精度。与鲁棒控制(RC)和自适应鲁棒控制(ARC)等控制策略相比,仿真和实验对比表明,该方法在时变外部干扰下具有更强的抗扰性。
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引用次数: 0
A Study on Thermal Management Systems for Hybrid–Electric Aircraft 混合动力飞机热管理系统研究
IF 0.1 4区 工程技术 Q4 Engineering Pub Date : 2023-08-23 DOI: 10.3390/aerospace10090745
Maria Coutinho, F. Afonso, Alain Souza, David Bento, Ricardo Gandolfi, Felipe R. Barbosa, F. Lau, A. Suleman
The electrification of an aircraft’s propulsive system is identified as a potential solution towards a lower carbon footprint in the aviation industry. One of the effects of increased electrification is the generation of a large amount of waste heat that needs to be removed. As high-power systems must be cooled to avoid performance deterioration such as battery thermal runaway, a suitable thermal management system is required to regulate the temperature of the powertrain components. With this in mind, the main objective of this research is to identify promising heat transfer technologies to be integrated into a thermal management system (TMS) such that power, mass, and drag can be minimised for a parallel hybrid–electric regional aircraft in the context of the EU-funded FutPrInt50 project. Five different TMS architectures are modelled using the Matlab/Simulink environment based on thermodynamic principles, heat transfer fundamentals, and fluid flow equations. The systems are a combination of a closed-loop liquid cooling integrated with different heat dissipation components, namely ram air heat exchanger, skin heat exchanger, and fuel. Their cooling capacity and overall aircraft performance penalties under different flight conditions are estimated and compared to each other. Then, a parametric study is conducted, followed by a multi-objective optimisation analysis with the aim of minimising the TMS impact. As expected, none of the investigated architectures exhibit an ideal performance across the range of the studied metrics. The research revealed that, while planning the TMS for future hybrid–electric aircraft, alternative architectures will have to be developed and studied in light of the power requirements.
飞机推进系统的电气化被认为是航空业降低碳足迹的潜在解决方案。电气化程度提高的影响之一是产生了大量需要去除的废热。由于大功率系统必须进行冷却,以避免电池热失控等性能下降,因此需要合适的热管理系统来调节动力总成组件的温度。考虑到这一点,本研究的主要目标是确定有前途的传热技术,将其集成到热管理系统(TMS)中,以便在欧盟资助的FutPrInt50项目中,将并联式混合动力支线飞机的功率、质量和阻力降至最低。基于热力学原理、传热基础和流体流动方程,使用Matlab/Simulink环境对五种不同的TMS架构进行建模。该系统是一个闭环液体冷却的组合,集成了不同的散热组件,即冲压空气热交换器,表面热交换器和燃料。它们的冷却能力和在不同飞行条件下的整体飞机性能损失进行了估计和比较。然后,进行参数化研究,然后进行多目标优化分析,以最大限度地减少经颅磁刺激的影响。正如预期的那样,在所研究的指标范围内,所研究的体系结构都没有表现出理想的性能。研究表明,在为未来的混合动力飞机规划TMS时,必须根据电力需求开发和研究替代架构。
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引用次数: 0
A Generic Model for Benchmark Aerodynamic Analysis of Fifth-Generation High-Performance Aircraft 第五代高性能飞机基准气动分析通用模型
IF 0.1 4区 工程技术 Q4 Engineering Pub Date : 2023-08-23 DOI: 10.3390/aerospace10090746
N. Giannelis, Tamas Bykerk, G. Vio
This paper introduces a generic model for the study of aerodynamic behaviour relevant to fifth-generation high-performance aircraft. The model design is presented, outlining simplifications made to retain the key features of modern high-performance vehicles while ensuring a manufacturable geometry. Subsonic wind tunnel tests were performed with force and moment balance measurements used to develop a database of experimental validation data for the platform at a freestream velocity of 20 m/s. Numerical simulations are also presented and validated by the experiments and further employed to ensure the vortex behaviour is consistent with contemporary high-performance platforms. A sensitivity study of the computational predictions from the turbulence modelling approach is also presented. This geometry is the first in a suite of representative aircraft geometries (the Sydney Standard Aerodynamic Models), in which all geometries, computational models, and experimental data are made openly available to the research community (accessible via this link: https://zenodo.org/communities/ssam_gen5/) to serve as validation test cases and promote best practices in aerodynamic modelling.
本文介绍了第五代高性能飞机气动性能研究的通用模型。提出了模型设计,概述了简化,以保留现代高性能车辆的关键特征,同时确保可制造的几何形状。在自由流速度为20 m/s的情况下,进行了亚音速风洞试验,并使用力和力矩平衡测量来建立平台的实验验证数据数据库。通过实验验证了数值模拟的正确性,并进一步采用数值模拟的方法来确保涡流的行为符合当代高性能平台的要求。本文还对湍流模拟方法的计算预测进行了敏感性研究。该几何形状是一套具有代表性的飞机几何形状(悉尼标准空气动力学模型)中的第一个,其中所有几何形状,计算模型和实验数据都公开提供给研究界(可通过此链接访问:https://zenodo.org/communities/ssam_gen5/),作为验证测试用例并促进空气动力学建模的最佳实践。
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引用次数: 0
Comparison of Actual and Time-Optimized Flight Trajectories in the Context of the In-Service Aircraft for a Global Observing System (IAGOS) Programme 全球观测系统(IAGOS)项目中在役飞机实际飞行轨迹和时间优化飞行轨迹的比较
IF 0.1 4区 工程技术 Q4 Engineering Pub Date : 2023-08-23 DOI: 10.3390/aerospace10090744
O. Boucher, N. Bellouin, H. Clark, E. Gryspeerdt, Julien Karadayi
Airlines optimize flight trajectories in order to minimize their operational costs, of which fuel consumption is a large contributor. It is known that flight trajectories are not fuel-optimal because of airspace congestion and restrictions, safety regulations, bad weather and other operational constraints. However, the extent to which trajectories are not fuel-optimal (and therefore CO2-optimal) is not well known. In this study, we present two methods for optimizing the flight cruising time by taking best advantage of the wind pattern at a given flight level and for constant airspeed. We test these methods against actual flight trajectories recorded under the In-service Aircraft for a Global Observing System (IAGOS) programme. One method is more robust than the other (computationally faster) method, but when successful, the two methods agree very well with each other, with optima generally within the order of 0.1%. The IAGOS actual cruising trajectories are on average 1% longer than the computed optimal for the transatlantic route, which leaves little room for improvement given that by construction the actual trajectory cannot be better than our optimum. The average degree of non-optimality is larger for some other routes and can be up to 10%. On some routes, there are also outlier flights that are not well optimized; however, the reason for this is not known.
航空公司优化飞行轨迹是为了最大限度地降低运营成本,其中燃料消耗是一个很大的贡献者。众所周知,由于空域拥挤和限制、安全法规、恶劣天气和其他操作限制,飞行轨迹并非燃油最优。然而,轨迹在多大程度上不是燃料最优的(因此也不是二氧化碳最优的)还不为人所知。在本研究中,我们提出了两种优化飞行巡航时间的方法,即在给定的飞行高度和恒定的空速下充分利用风型。我们根据全球观测系统(IAGOS)项目在役飞机记录的实际飞行轨迹对这些方法进行了测试。一种方法比另一种方法更鲁棒(计算速度更快),但当成功时,两种方法非常吻合,最优值通常在0.1%左右。IAGOS的实际巡航轨迹平均比跨大西洋航线计算出的最优值长1%,考虑到实际轨迹的构造不可能比我们的最优值更好,这使得改进的空间很小。其他路线的平均非最优度较大,可达10%。在一些航线上,也存在未得到很好优化的离群航班;然而,其原因尚不清楚。
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引用次数: 0
Airspace Designs and Operations for UAS Traffic Management at Low Altitude 低空无人机交通管理空域设计与操作
IF 0.1 4区 工程技术 Q4 Engineering Pub Date : 2023-08-22 DOI: 10.3390/aerospace10090737
Ui-Jeong Lee, S. Ahn, Dong-Young Choi, Sang-Min Chin, Dae-Sung Jang
As the usability of and demand for unmanned aerial vehicles (UAVs) have increased, it has become necessary to establish a UAS traffic management (UTM) system for efficient UAV operations at low altitudes. To avoid collisions with ground obstacles, other UAVs, and manned aircraft, in building a safe path, the UTM needs to determine the time and space allocated to each flight. Ideas for discretizing and structuring airspace in various forms have been proposed to enhance the efficiency of system operation and improve traffic congestion through effectual airspace allocation. Additionally, various methods of allocating UAVs to structured unit spaces have been studied in the literature. In this paper, the methods and structural designs for allocating airspace that have appeared in related studies are classified into several types, and their strengths and weaknesses are analyzed. The structured airspace designs are categorized into three models: Air-Matrix, Air-Network, and Air-Tube, and analyzed according to their sub-structures and temporal allocation methods. In addition, a quantitative analysis is conducted by re-categorizing the structured airspace and operation methods and building their combinations.
随着无人机(UAV)的可用性和需求的增加,建立无人机交通管理(UTM)系统以实现无人机在低空的有效操作已成为必要。为了避免与地面障碍物、其他无人机和有人驾驶飞机发生碰撞,在建立安全路径时,UTM需要确定分配给每次飞行的时间和空间。提出了以各种形式离散化和结构化空域的思路,以提高系统运行效率,并通过有效的空域分配来改善交通拥堵。此外,文献中还研究了将无人机分配到结构化单元空间的各种方法。本文对相关研究中出现的空域分配方法和结构设计进行了分类,并对其优缺点进行了分析。将结构化空域设计分为Air-Matrix、Air-Network和Air-Tube三种模型,并根据其子结构和时间分配方法进行了分析。此外,通过对结构化空域和操作方法进行重新分类并构建其组合进行定量分析。
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引用次数: 0
Three-Dimensional Flight Conflict Detection and Resolution Based on Particle Swarm Optimization 基于粒子群优化的三维飞行冲突检测与解决
IF 0.1 4区 工程技术 Q4 Engineering Pub Date : 2023-08-22 DOI: 10.3390/aerospace10090740
Weijun Pan, Liru Qin, Qinyue He, Yuanjing Huang
This paper presents a conflict detection and resolution method based on a velocity obstacle method for flight conflicts in a three-dimensional space. With the location and speed information of the two aircraft, the optimal relief strategy is obtained using particle swarm optimization. Aiming at the problem of excessive computational complexity in solving flight conflicts in a three-dimensional space with a cylindrical flight protection zone, an improved method for narrowing the search range is proposed to achieve a rapid solution by simplifying the complicated three-dimensional problem into a two-dimensional problem. The generality and flexibility of the method is effectively verified through simulations in flight conflict scenarios which almost cover all common situations. The experimental results show that the method can accurately determine the conflict time and generate the optimal relief strategy for different scenarios. The improved method of optimizing-search-range can significantly improve the computational efficiency, taking about 0.4 s to find the optimal solution, which can be used in real-time conflict resolution. The study provides a new solution for the flight conflict resolution problem.
提出了一种基于速度障碍法的三维空间飞行冲突检测与解决方法。利用两架飞机的位置和速度信息,利用粒子群算法获得最优救援策略。针对在具有圆柱形飞行保护区的三维空间中求解飞行冲突计算量过大的问题,提出了一种改进的缩小搜索范围的方法,将复杂的三维问题简化为二维问题,实现了快速求解。通过对几乎涵盖所有常见情况的飞行冲突场景的仿真,有效验证了该方法的通用性和灵活性。实验结果表明,该方法能够准确地确定冲突时间,并针对不同场景生成最优救援策略。改进后的优化-搜索范围方法可以显著提高计算效率,找到最优解的时间约为0.4 s,可用于实时冲突解决。该研究为飞行冲突解决问题提供了一种新的解决方案。
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引用次数: 0
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Aerospace America
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