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Autonomous predictive maintenance of quadrotor UAV with multi-actuator degradation 多执行器退化的四旋翼无人机自主预测维护
Pub Date : 2024-02-08 DOI: 10.1017/aer.2024.8
F.-y. Shen, W. Li, D.-n. Jiang, H.-j. Mao
With the wide application of quadrotor unmanned aerial vehicles (UAVs), the requirements for their safety and reliability are becoming increasingly stringent. In this paper, based on the feedback of airframe performance health perception information and the predictive function control strategy, the autonomous maintenance of a quadrotor UAV with multi-actuator degradation is realised. Autonomous maintenance architecture is constructed by the predictive maintenance (PdM) idea and the Laguerre function model predictive pontrol (LF-MPC) strategy. Using the two-stage Kalman filter (TSKF) method, based on the established UAV degradation model, the aircraft state and actuator degradation state are predicted simultaneously. For the predictive perception of system health, on the one hand, the system health degree (HD) based on Mahalanobis distance is defined by the degree of airframe state deviation from the expected state, and then the failure threshold of the UAV is obtained. On the other hand, according to the degradation state of each actuator, a comprehensive degradation variable fused with different weight coefficients of multiple actuators degradation is used to obtain the probability density function (PDF) of remaining useful life (RUL) prediction. For the autonomous maintenance of system health, the LF-MPC weight matrixes are adjusted adaptively in real-time based on the HD evaluation, to achieve a compromise balance between UAV performance and control effect, and greatly extend the working time of UAV. Simulation results verified the effectiveness of the proposed method.
随着四旋翼无人飞行器(UAV)的广泛应用,对其安全性和可靠性的要求也越来越严格。本文基于机身性能健康感知信息反馈和预测功能控制策略,实现了多执行器退化的四旋翼无人机的自主维护。自主维护架构由预测维护(PdM)思想和拉盖尔函数模型预测控制(LF-MPC)策略构建。基于已建立的无人机退化模型,采用两阶段卡尔曼滤波器(TSKF)方法,同时预测飞机状态和作动器退化状态。在系统健康度预测感知方面,一方面,根据机体状态与预期状态的偏离程度,定义基于马哈拉诺比距离的系统健康度(HD),进而得到无人机的故障阈值。另一方面,根据每个作动器的退化状态,利用融合了多个作动器退化的不同权重系数的综合退化变量,得到剩余使用寿命(RUL)预测的概率密度函数(PDF)。为自主维护系统健康,根据 HD 评估结果实时自适应调整 LF-MPC 权重矩阵,实现无人机性能与控制效果的折中平衡,大大延长了无人机的工作时间。仿真结果验证了所提方法的有效性。
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引用次数: 0
On the secondary stall of a wing in tandem configuration 关于串联配置中机翼的二次失速
Pub Date : 2024-02-08 DOI: 10.1017/aer.2024.7
S.H.R. Shah, A. Ahmed
The aerodynamic response of a NACA0012 wing section was investigated at a Reynolds number of 100,000 in an open return wind tunnel in the presence of a second wing in tandem. The angle-of-attack of the front wing ranged from −5° to 90° while the rear wing remained at zero incidence. The presence of the downstream wing significantly altered the post-stall behaviour of the upstream wing in the form of a secondary stall characterised by a sudden drop in lift and drag for a specific combination of angle-of-attack and the spacing between the wings. The secondary stall was found to be insensitive to the Reynolds number and the aspect ratio of the downstream wing and did not affect the lift-to-drag ratio. Flow visualisation in the water tunnel indicated that the downstream wing effectively suppressed vortex shedding and lift fluctuations of the upstream wing.
在雷诺数为 100,000 的开放式回流风洞中,研究了 NACA0012 机翼截面的气动响应,当时第二个机翼串联在一起。前翼的攻角范围为 -5° 至 90°,而后翼则保持零入射角。下游机翼的存在极大地改变了上游机翼的失速后行为,表现为二次失速,其特点是在特定的攻角和机翼间距组合下,升力和阻力突然下降。研究发现,二次失速对雷诺数和下游机翼的长宽比不敏感,也不影响升阻比。水洞中的流动可视化显示,下游机翼有效地抑制了上游机翼的涡流脱落和升力波动。
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引用次数: 0
Design and dynamic analysis of supporting mechanism for large scale space deployable membrane sunshield 大型空间可部署膜式遮阳板支撑机构的设计与动态分析
Pub Date : 2024-02-08 DOI: 10.1017/aer.2024.1
B.Y. Chang, X. Guan, D. Liang, S.J. Yan, G.G. Jin
Stray light from the sun is one of the most significant factors affecting image quality for the optical system of a spacecraft. This paper proposes a method to design a deployable supporting mechanism for the sunshield based on origami. Firstly, a new type of space mechanism with single-closed loop was proposed according to thick-panel origami, and its mobility was analysed by using the screw theory. In order to design a deployable structure with high controllability, the tetrahedral constraint was introduced to reduce the degree of freedom (DOF), and a corresponding deployable unit named tetrahedral deployable unit (TDU) was obtained. Secondly, the process to constructing a large space deployable mechanism with infinite number of units was explained based on the characteristics of motion and planar mosaic array, and kinematics analysis and folding ratio of supporting mechanism were conducted. A physical prototype was constructed to demonstrate the mobility and deployment of the supporting mechanism. Finally, based on the Lagrange method, a dynamic model of supporting mechanism was established, and the influence of the torsion spring parameters on the deployment process was analysed.
来自太阳的杂散光是影响航天器光学系统图像质量的最重要因素之一。本文提出了一种基于折纸的可展开遮阳板支撑机构的设计方法。首先,根据厚板折纸提出了一种新型的单闭环空间机构,并利用螺钉理论分析了其活动性。为了设计出具有高可控性的可展开结构,引入了四面体约束来降低自由度(DOF),并得到了相应的可展开单元,命名为四面体可展开单元(TDU)。其次,根据运动和平面镶嵌阵列的特点,解释了构建具有无限单元数的大空间可展开机构的过程,并对支撑机构进行了运动学分析和折叠率分析。为了演示支撑机构的移动和部署,还制作了一个物理原型。最后,基于拉格朗日方法,建立了支撑机构的动态模型,并分析了扭转弹簧参数对展开过程的影响。
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引用次数: 0
Use of VEGA data to analyse balloon options for possible subsequent long endurance Venus cloud layer missions 利用 VEGA 数据分析气球选项,以执行可能的后续长航时金星云层飞行任务
Pub Date : 2024-02-08 DOI: 10.1017/aer.2023.105
G. dorrington
The vertical motions and buoyancy variations of the two VEGA super-pressure balloons, flown in the middle cloud layer of Venus, are discussed. Using data derived from these 1985 nightside flights, estimates are made of the energy required to operate some alternative balloon platform schemes under consideration for future-proposed Venus-atmosphere in situ science missions. Despite the dissimilarity of these alternative platform schemes, the energy inputs required to operate each scheme on the Venus nightside are found to be similar. Estimates of the associated mass penalties of the associated energy sources are also made. Further investigation of a vertical propulsive assist scheme is recommended.
讨论了在金星中间云层飞行的两个 VEGA 超压气球的垂直运动和浮力变化。利用 1985 年这些夜间飞行获得的数据,估算了未来拟议的金星大气层现场科学任务考虑采用的一些替代气球平台方案的运行所需能量。尽管这些替代平台方案不尽相同,但在金星夜面运行每个方案所需的能量输入是相似的。此外,还对相关能源的质量损失进行了估算。建议进一步研究垂直推进辅助方案。
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引用次数: 0
Autonomous predictive maintenance of quadrotor UAV with multi-actuator degradation 多执行器退化的四旋翼无人机自主预测维护
Pub Date : 2024-02-08 DOI: 10.1017/aer.2024.8
F.-y. Shen, W. Li, D.-n. Jiang, H.-j. Mao
With the wide application of quadrotor unmanned aerial vehicles (UAVs), the requirements for their safety and reliability are becoming increasingly stringent. In this paper, based on the feedback of airframe performance health perception information and the predictive function control strategy, the autonomous maintenance of a quadrotor UAV with multi-actuator degradation is realised. Autonomous maintenance architecture is constructed by the predictive maintenance (PdM) idea and the Laguerre function model predictive pontrol (LF-MPC) strategy. Using the two-stage Kalman filter (TSKF) method, based on the established UAV degradation model, the aircraft state and actuator degradation state are predicted simultaneously. For the predictive perception of system health, on the one hand, the system health degree (HD) based on Mahalanobis distance is defined by the degree of airframe state deviation from the expected state, and then the failure threshold of the UAV is obtained. On the other hand, according to the degradation state of each actuator, a comprehensive degradation variable fused with different weight coefficients of multiple actuators degradation is used to obtain the probability density function (PDF) of remaining useful life (RUL) prediction. For the autonomous maintenance of system health, the LF-MPC weight matrixes are adjusted adaptively in real-time based on the HD evaluation, to achieve a compromise balance between UAV performance and control effect, and greatly extend the working time of UAV. Simulation results verified the effectiveness of the proposed method.
随着四旋翼无人飞行器(UAV)的广泛应用,对其安全性和可靠性的要求也越来越严格。本文基于机身性能健康感知信息反馈和预测功能控制策略,实现了多执行器退化的四旋翼无人机的自主维护。自主维护架构由预测维护(PdM)思想和拉盖尔函数模型预测控制(LF-MPC)策略构建。基于已建立的无人机退化模型,采用两阶段卡尔曼滤波器(TSKF)方法,同时预测飞机状态和作动器退化状态。在系统健康度预测感知方面,一方面,根据机体状态与预期状态的偏离程度,定义基于马哈拉诺比距离的系统健康度(HD),进而得到无人机的故障阈值。另一方面,根据每个作动器的退化状态,利用融合了多个作动器退化的不同权重系数的综合退化变量,得到剩余使用寿命(RUL)预测的概率密度函数(PDF)。为自主维护系统健康,根据 HD 评估结果实时自适应调整 LF-MPC 权重矩阵,实现无人机性能与控制效果的折中平衡,大大延长了无人机的工作时间。仿真结果验证了所提方法的有效性。
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引用次数: 0
Use of VEGA data to analyse balloon options for possible subsequent long endurance Venus cloud layer missions 利用 VEGA 数据分析气球选项,以执行可能的后续长航时金星云层飞行任务
Pub Date : 2024-02-08 DOI: 10.1017/aer.2023.105
G. dorrington
The vertical motions and buoyancy variations of the two VEGA super-pressure balloons, flown in the middle cloud layer of Venus, are discussed. Using data derived from these 1985 nightside flights, estimates are made of the energy required to operate some alternative balloon platform schemes under consideration for future-proposed Venus-atmosphere in situ science missions. Despite the dissimilarity of these alternative platform schemes, the energy inputs required to operate each scheme on the Venus nightside are found to be similar. Estimates of the associated mass penalties of the associated energy sources are also made. Further investigation of a vertical propulsive assist scheme is recommended.
讨论了在金星中间云层飞行的两个 VEGA 超压气球的垂直运动和浮力变化。利用 1985 年这些夜间飞行获得的数据,估算了未来拟议的金星大气层现场科学任务考虑采用的一些替代气球平台方案的运行所需能量。尽管这些替代平台方案不尽相同,但在金星夜面运行每个方案所需的能量输入是相似的。此外,还对相关能源的质量损失进行了估算。建议进一步研究垂直推进辅助方案。
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引用次数: 0
Improving pilots’ tactical decisions in air combat training using the critical decision method 在空战训练中利用关键决策法改进飞行员的战术决策
Pub Date : 2024-02-01 DOI: 10.1017/aer.2024.3
H. Mansikka, K. Virtanen, T. Lipponen, D. Harris
In fighter pilot training, much of upgrade pilots’ (UPs’) learning takes place during mission debriefs. A debrief provides instructor pilots (IPs) the opportunity to correct situation awareness (SA) upon which the UPs base their tactical decisions. Unless the debrief is conducted with proper depth and breadth, the IPs’ feedback on UPs’ SA and tactical decision-making may be incomplete or false, resulting in poor, or even negative learning. In this study, a new debrief protocol based on the Critical Decision Method (CDM) is introduced. The protocol specifically addresses the SA of UPs. An evaluation was conducted to examine if a short CDM training programme to IPs would enhance their ability to provide performance feedback to UPs regarding their SA and tactical decision-making. The IPs were qualified flying instructors and the UPs were air force cadets completing their air combat training with BAe Hawk jet trainer aircraft. The impact of the training intervention was evaluated using Kirkpatrick’s four-level model. The first three levels of evaluation (Reactions, Learning and Behaviour) focused on the IPs, whereas the fourth level (Results) focused on the UPs. The training intervention had a positive impact on the Reactions, Learning and debrief Behaviour of the IPs. In air combat training missions, the UPs whose debriefs were based on the CDM protocol, had superior SA and overall performance compared to a control group.
在战斗机飞行员训练中,升级飞行员(UPs)的大部分学习都是在任务汇报中进行的。汇报为教官飞行员(IP)提供了纠正情况意识(SA)的机会,而情况意识是升级飞行员做出战术决策的基础。除非汇报具有适当的深度和广度,否则教官对飞行学员的态势感知和战术决策的反馈可能是不完整或错误的,从而导致学习效果不佳,甚至产生负面影响。本研究介绍了一种基于关键决策法(CDM)的新汇报规程。该方案专门针对 UPs 的 SA 问题。研究人员进行了一项评估,以研究为飞行指导员提供的短期 CDM 培训课程能否提高他们就飞行学员的安全保障和战术决策向飞行学员提供绩效反馈的能力。IP是合格的飞行教官,而UP是空军学员,他们正在使用BAe Hawk喷气式教练机完成空战训练。培训干预的影响采用柯克帕特里克的四级模型进行评估。前三个评估层次(反应、学习和行为)主要针对学员,而第四个层次(结果)主要针对学员。培训干预对执行人员的反应、学习和汇报行为产生了积极影响。在空战训练任务中,与对照组相比,根据 CDM 协议进行汇报的 UPs 在 SA 和总体表现方面更胜一筹。
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引用次数: 0
Aerodynamic design of a high-efficiency two-stage axial turbine, using streamline curvature method and performance optimisation by clocking of stator blades 利用流线曲率法和定子叶片时钟优化性能的高效两级轴流式涡轮机空气动力学设计
Pub Date : 2024-02-01 DOI: 10.1017/aer.2024.5
R. Taghavi Zenouz, S. Abiri
Aerodynamic design of a high-efficiency two-stage axial turbine is carried out using a hybrid method through implantation of a two-step design procedure. In the first step, the well-known streamline curvature (SLC) and free vortex (FV) methods are properly combined to establish three-dimensional geometries of the blades at each row and to obtain the flow field properties. The second step is provided to obtain the highest aerodynamic efficiency by optimum clocking of the second stator blades relative to the first ones through executing steady and unsteady computational fluid dynamics (CFD) of three-dimensional viscous flow. Slight discrepancies were observed between gas dynamics results of the SLC and those of CFD. Total pressure and temperature at the turbine outlet, obtained from SLC method, differed from those obtained by 3D-CFD technique by 13.06% and 1.88% respectively. Aerodynamic efficiency of the turbine is obtained about 91.83%, based on 3D-CFD. Time-averaged results showed that under the optimum clocking of the second row stator blades, inlet total pressure and output power of the second rotor increase by 0.23%, and 0.93%, respectively, in comparison to the worst clocking case. These augmentations resulted in increased total to total efficiency of the second stage by 0.444%. Additionally, the total output power of the two stages increased by 0.71% through the optimum clocking. Modeling the unsteady wake flow trajectory within the blades passages confirmed that all of these beneficial effects happen if the upstream wake impinges on the leading edge region of the second stator blades.
通过植入两步设计程序,采用混合方法对高效两级轴流式涡轮机进行了空气动力学设计。在第一步中,将著名的流线曲率法(SLC)和自由涡流法(FV)适当结合,以确定每排叶片的三维几何形状并获得流场特性。第二步是通过执行三维粘性流的稳定和非稳定计算流体动力学 (CFD),优化第二排定子叶片相对于第一排定子叶片的时序,从而获得最高的气动效率。在 SLC 和 CFD 的气体动力学结果之间发现了轻微的差异。通过 SLC 方法获得的涡轮机出口处的总压力和总温度分别与三维流体动力学(CFD)技术获得的结果相差 13.06% 和 1.88%。根据 3D-CFD 计算,涡轮机的空气动力效率约为 91.83%。时间平均结果显示,在第二排定子叶片的最佳时序下,与最差时序情况相比,第二转子的进气总压和输出功率分别增加了 0.23% 和 0.93%。这些改进使第二级的总效率提高了 0.444%。此外,通过优化时钟,两级的总输出功率增加了 0.71%。叶片通道内的非稳定尾流轨迹建模证实,如果上游尾流撞击到第二级定子叶片的前缘区域,就会产生所有这些有利影响。
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引用次数: 0
Aerodynamic design of a high-efficiency two-stage axial turbine, using streamline curvature method and performance optimisation by clocking of stator blades 利用流线曲率法和定子叶片时钟优化性能的高效两级轴流式涡轮机空气动力学设计
Pub Date : 2024-02-01 DOI: 10.1017/aer.2024.5
R. Taghavi Zenouz, S. Abiri
Aerodynamic design of a high-efficiency two-stage axial turbine is carried out using a hybrid method through implantation of a two-step design procedure. In the first step, the well-known streamline curvature (SLC) and free vortex (FV) methods are properly combined to establish three-dimensional geometries of the blades at each row and to obtain the flow field properties. The second step is provided to obtain the highest aerodynamic efficiency by optimum clocking of the second stator blades relative to the first ones through executing steady and unsteady computational fluid dynamics (CFD) of three-dimensional viscous flow. Slight discrepancies were observed between gas dynamics results of the SLC and those of CFD. Total pressure and temperature at the turbine outlet, obtained from SLC method, differed from those obtained by 3D-CFD technique by 13.06% and 1.88% respectively. Aerodynamic efficiency of the turbine is obtained about 91.83%, based on 3D-CFD. Time-averaged results showed that under the optimum clocking of the second row stator blades, inlet total pressure and output power of the second rotor increase by 0.23%, and 0.93%, respectively, in comparison to the worst clocking case. These augmentations resulted in increased total to total efficiency of the second stage by 0.444%. Additionally, the total output power of the two stages increased by 0.71% through the optimum clocking. Modeling the unsteady wake flow trajectory within the blades passages confirmed that all of these beneficial effects happen if the upstream wake impinges on the leading edge region of the second stator blades.
通过植入两步设计程序,采用混合方法对高效两级轴流式涡轮机进行了空气动力学设计。在第一步中,将著名的流线曲率法(SLC)和自由涡流法(FV)适当结合,以确定每排叶片的三维几何形状并获得流场特性。第二步是通过执行三维粘性流的稳定和非稳定计算流体动力学 (CFD),优化第二排定子叶片相对于第一排定子叶片的时序,从而获得最高的气动效率。在 SLC 和 CFD 的气体动力学结果之间发现了轻微的差异。通过 SLC 方法获得的涡轮机出口处的总压力和总温度分别与三维流体动力学(CFD)技术获得的结果相差 13.06% 和 1.88%。根据 3D-CFD 计算,涡轮机的空气动力效率约为 91.83%。时间平均结果显示,在第二排定子叶片的最佳时序下,与最差时序情况相比,第二转子的进气总压和输出功率分别增加了 0.23% 和 0.93%。这些改进使第二级的总效率提高了 0.444%。此外,通过优化时钟,两级的总输出功率增加了 0.71%。叶片通道内的非稳定尾流轨迹建模证实,如果上游尾流撞击到第二级定子叶片的前缘区域,就会产生所有这些有利影响。
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引用次数: 0
Finite-time attitude tracking control of stratospheric airship in the presence of multiple disturbances 存在多重干扰时平流层飞艇的有限时间姿态跟踪控制
Pub Date : 2024-02-01 DOI: 10.1017/aer.2024.4
Z.B. Li, D. He, J.Q. Zhang, X.R. Meng
This paper proposes a composite non-singular fast terminal sliding mode attitude control scheme based on a reduced-order extended state observer for the stratospheric airship’s attitude system affected by multiple disturbances. First, the feedback linearisation method is applied to address the nonlinearity of the attitude motion model and achieve decoupling of the model in three channels. Second, the overall disturbances, encompassing airship parameter perturbations and external disturbances, are treated as an aggregate. A reduced-order extended state observer is designed for each channel to formulate a composite non-singular fast terminal sliding mode surface. In the control design phase, the hyperbolic sine function is adopted as replacement for the sign function to ensure the continuity of the control signal. The estimated disturbances are incorporated in the control law design to directly offset the effects of multiple disturbances on the attitude motion of the airship. Third, based on Lyapunov theory, it has been proven that the control law can drive the attitude tracking error to converge to zero within a finite time. Simulation results demonstrate that the proposed control scheme exhibits favorable disturbance rejection capability, as well as higher tracking accuracy and faster response speed.
本文针对受多重干扰影响的平流层飞艇姿态系统,提出了一种基于降阶扩展状态观测器的复合非矢量快速终端滑模姿态控制方案。首先,应用反馈线性化方法解决姿态运动模型的非线性问题,实现模型在三个通道的解耦。其次,将包括飞艇参数扰动和外部扰动在内的总体扰动作为一个总体进行处理。为每个通道设计了一个降阶扩展状态观测器,以制定一个复合非矢量快速终端滑模曲面。在控制设计阶段,采用双曲正弦函数替代符号函数,以确保控制信号的连续性。在控制律设计中加入估计的扰动,以直接抵消多重扰动对飞艇姿态运动的影响。第三,基于李亚普诺夫理论,证明了控制法则能在有限时间内驱动姿态跟踪误差收敛为零。仿真结果表明,所提出的控制方案具有良好的干扰抑制能力、更高的跟踪精度和更快的响应速度。
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引用次数: 0
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