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Finite time sliding mode control for agile rigid satellite with CMG actuators using fast high-order sliding mode observer 利用快速高阶滑模观测器对带有 CMG 执行器的敏捷刚性卫星进行有限时间滑模控制
Q3 Earth and Planetary Sciences Pub Date : 2024-03-29 DOI: 10.1007/s42401-024-00283-4
Narges Nazari, Hossein Moladavoudi, Jalil Beyramzad

This paper proposes a finite-time stable chattering-free output feedback control method for rigid satellites equipped with single gimbal control moment gyro (SGCMG) actuators, considering dynamic uncertainties and external disturbances. The dynamics of a rigid satellite are first represented using the modified Rodrigues parameter (MRP) explanation, and then transformed into Lagrangian state space affine form. Because of cost or technical restrictions, angular velocity data are not always accessible for practical application. So angular velocity is considered to be unmeasurable. In order to avoid increasing mathematical calculations and designing separate observers to estimate external disturbances and system states with finite time convergence, a fast third-order sliding mode state observer has been used to simultaneously estimate disturbances and system states. The main part of the proposed controller is also composed of the fast non-singular terminal sliding mode method, which is a combination of linear sliding mode and terminal sliding mode and guarantees finite-time stability and elimination of chattering phenomenon. For the computation of inverse of Jacobian matrix, off-diagonal singularity robust steering algorithm has been used that capable of escaping any kind of singularities. The stability of the proposed method and the simulation results of the proposed method have been presented and compared with the results of the methods available in the literature, which shows the efficiency of the method proposed.

本文针对装有单万向控制力矩陀螺(SGCMG)致动器的刚性卫星,提出了一种考虑动态不确定性和外部干扰的有限时间稳定无颤振输出反馈控制方法。刚性卫星的动力学首先使用修正的罗德里格斯参数(MRP)解释来表示,然后转换为拉格朗日状态空间仿射形式。由于成本或技术限制,实际应用中并不总能获得角速度数据。因此,角速度被认为是不可测量的。为了避免增加数学计算和设计单独的观测器来估计外部干扰和系统状态,以及有限时间收敛,我们使用了快速三阶滑模状态观测器来同时估计干扰和系统状态。拟议控制器的主要部分也是由快速非矢量终端滑动模态法组成,它是线性滑动模态和终端滑动模态的结合,保证了有限时间稳定性并消除了颤振现象。在计算雅各布矩阵的逆时,采用了离对角奇异性鲁棒性转向算法,该算法能够摆脱各种奇异性。本文介绍了所提方法的稳定性和仿真结果,并将其与文献中已有方法的结果进行了比较,从而显示了所提方法的高效性。
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引用次数: 0
Dynamic modeling of the electrical actuation system of the hypersonic aircraft considering the temperature effects 考虑温度效应的高超音速飞机电气驱动系统动态建模
Q3 Earth and Planetary Sciences Pub Date : 2024-03-29 DOI: 10.1007/s42401-024-00274-5
Binghang Xiao, Jianzhe Huang, Dejia Tang, Zhiwei Xu, Zhongliang Jing

The electrical actuator is usually used in the navigation and control system of the hypersonic aircraft, and it can be described by a multi-body dynamical system, which contains brushless motor, gear pairs, ball screw, folk, rudder, etc. For such a complex multi-body system, it may contain clearance between the mating components, such as the gear pairs, the nut of the ball screw and the folk. Additionally, the discontinuous friction force is introduced due to the friction sheet between the folk and the rudder shaft. Since the working temperature of the electrical actuator for the hypersonic aircraft can be extremely high and time-varying, the stiffness, clearance and friction coefficient will also change during the maneuvering flight of the hypersonic aircraft. In this paper, the ordinary differential equations of each subsystem of the electrical actuation system for the hypersonic aircraft will be developed. The continuous and discontinuous interaction forces between the mating components will be derived. The temperature effects will be considered such that the stiffness, clearance and the friction coefficient of such an actuation system are in the function of the working temperature. The dynamic responses of such an electrical actuation system for different working temperatures will be compared based on the numerical simulations, which shows the evidence that the temperature can reduce the transmission ratio of such a system, as well as affecting the system flutter behavior, through changing the contact position of the adjacent meshing components.

高超音速飞行器的导航和控制系统中通常会用到电动推杆,它可以用一个多体动力学系统来描述,其中包括无刷电机、齿轮对、滚珠丝杠、民间、舵等。对于这样一个复杂的多体系统,它可能包含齿轮对、滚珠丝杠螺母和民间组织等配合部件之间的间隙。此外,民间组织和舵轴之间的摩擦片也会带来不连续的摩擦力。由于高超音速飞行器电动推杆的工作温度可能极高且随时间变化,因此在高超音速飞行器的操纵飞行过程中,其刚度、间隙和摩擦系数也会发生变化。本文将建立高超声速飞机电驱动系统各子系统的常微分方程。将推导出配合组件之间的连续和不连续相互作用力。本文还将考虑温度效应,使该致动系统的刚度、间隙和摩擦系数与工作温度成函数关系。根据数值模拟,将比较这种电气致动系统在不同工作温度下的动态响应,结果表明,通过改变相邻啮合部件的接触位置,温度可以降低这种系统的传动比,并影响系统的扑动行为。
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引用次数: 0
Optimal power management and sizing of a fuel cell electric UAV 燃料电池电动无人机的优化电源管理和尺寸确定
Q3 Earth and Planetary Sciences Pub Date : 2024-03-28 DOI: 10.1007/s42401-024-00285-2
Yahia Achour, Sabah Saib, Nassim Rizoug, Khoudir Marouani, Tarak Ghennam

This paper puts forth a new approach for reducing the weight of a fuel cell (FC) powered fixed-wing unmanned aerial vehicle (UAV). The key innovation combines concurrent optimization of the FC and battery sizes along with their power management strategy. A particle swarm optimization (PSO) algorithm is leveraged to perform this concurrent optimization. Through these optimizations, reductions in weight are achieved for both the power sources and fuel tank, while maintaining optimized power output profiles. The optimization results demonstrate significant system weight reductions of 66.87% and 47.72%, for two distinct power profiles that were analyzed. Profile I corresponds to a smooth, continuous power demand over time, while Profile II is a fluctuant profile. In addition to weight savings, the power management optimization reveals an important interplay between the power profile demanded, control strategy, and sizing of the power sources. It was found that the FC is best sized to match the longest duration high power segment of the mission. This power-matched sizing results in stable, efficient operation of the FC over time. Conversely, the battery is sized sufficiently large to meet peak instantaneous power demands that exceed the FC capability. These findings showcase the potential of the proposed optimization approach to facilitate improved performance for electric fixed-wing UAVs. Moving forward, a series of numerical simulations validate the proposed methodology and confirm the deduced results.

提出了一种减轻燃料电池固定翼无人机重量的新方法。关键的创新结合了FC和电池尺寸的并发优化以及他们的电源管理策略。利用粒子群优化(PSO)算法来实现这种并行优化。通过这些优化,动力源和油箱的重量都得到了减轻,同时保持了优化的功率输出曲线。优化结果表明,在分析两种不同的功率分布时,系统重量分别减轻了66.87%和47.72%。剖面I对应于一段时间内平稳、连续的电力需求,而剖面II则是一个波动的剖面。除了减轻重量外,电源管理优化还揭示了所需电源配置、控制策略和电源尺寸之间的重要相互作用。研究发现,FC的尺寸与任务中持续时间最长的高功率段相匹配。随着时间的推移,这种功率匹配的大小可以使FC稳定、高效地运行。相反,电池的尺寸足够大,以满足超过FC能力的峰值瞬时功率需求。这些发现展示了所提出的优化方法在提高电动固定翼无人机性能方面的潜力。接下来,一系列的数值模拟验证了所提出的方法和推导的结果。
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引用次数: 0
Bayesian inference of airfoil icing condition from simulated ice shapes 根据模拟冰型对机翼结冰状况进行贝叶斯推断
Q3 Earth and Planetary Sciences Pub Date : 2024-03-21 DOI: 10.1007/s42401-024-00281-6
Xinyu Zhong, Zifei Yin, Weiliang Kong, Hong Liu

Motivated by the difficulty of accurately determining the inflow parameters in icing wind tunnels and flight tests, the Markov Chain Monte Carlo (MCMC) method, a commonly used Bayesian inference method, is explored to solve the inverse problem with the help of an icing software. The icing software, SJTUICE, is used to produce ice shapes for inversion and serves as the prediction tool in the iterations of the inversion problem. The influence of prior estimation of different icing parameters on the convergence and accuracy of the inversion problem is discussed. The feasibility of the MCMC method in inferring the inflow condition in terms of rime ice and glaze ice is assessed. Generally, fast convergence and good accuracy in terms of single inflow parameter inversion can be easily achieved. However, the number of iterations required increases rapidly with the number of inflow parameters in the MCMC method.

针对结冰风洞和飞行试验中入流参数难以准确确定的问题,利用常用的贝叶斯推理方法——马尔可夫链蒙特卡罗(MCMC)方法,结合结冰软件进行求解。结冰软件SJTUICE用于生成用于反演的冰形,并在反演问题的迭代中作为预测工具。讨论了不同结冰参数的先验估计对反演问题收敛性和精度的影响。评价了MCMC法根据灰冰和釉冰推断入流情况的可行性。一般来说,单入流参数反演的收敛速度快,精度好。然而,在MCMC方法中,所需的迭代次数随着流入参数的增加而迅速增加。
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引用次数: 0
Low-level memory and timing analysis of flight code for unmanned aerial systems 无人驾驶航空系统飞行代码的低级存储器和时序分析
Q3 Earth and Planetary Sciences Pub Date : 2024-03-21 DOI: 10.1007/s42401-024-00279-0
Micheal Saleab, Franz Sax, Johann Schumann, Florian Holzapfel

The development of flight software for Unmanned Aerial Systems (UAS) is challenging due to the absence of an established development process defined by aerospace certification authorities. This research paper outlines our methods and tools for analyzing flight-critical UAS control software on the target hardware. We present our toolchain and methodology for evaluating the flight control computer stack, runtime memory, and timing characteristics. Additionally, we compare the performance of the flight control computer under various hardware and cache settings to justify, which hardware features should be enabled. The tools and processes employed in this research are deployable to any other development environment and are not restricted to the specific target hardware used in this paper.

由于缺乏由航空航天认证机构定义的既定开发流程,无人机系统(UAS)飞行软件的开发具有挑战性。本研究论文概述了我们在目标硬件上分析对飞行至关重要的无人机系统控制软件的方法和工具。我们介绍了评估飞行控制计算机堆栈、运行时内存和时序特性的工具链和方法。此外,我们还比较了飞行控制计算机在各种硬件和缓存设置下的性能,以证明哪些硬件功能应该启用。本研究中使用的工具和流程可部署到任何其他开发环境中,并不局限于本文中使用的特定目标硬件。
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引用次数: 0
Numerical study of the hybrid rocket engine 混合火箭发动机的数值研究
Q3 Earth and Planetary Sciences Pub Date : 2024-03-11 DOI: 10.1007/s42401-024-00280-7
C. Ommounica, Sachin Srivastava, Subham Haldar

Hybrid rocket engines have gathered significant attention due to their ease of use, safety, and affordability associated with traditional chemical propulsion systems. They offer the advantage of on-demand throttle and thrust adjustments. The performance of hybrid rocket engines depends on the regression rate, which is the transition of the solid fuel grain to flammable gas. Unlike solid and liquid engines, hybrids experience varying oxidizer-to-fuel (O/F) ratios over time. Factors such as changes in oxidizer flow and fuel port diameter contribute to this fluctuation, leading to incomplete combustion and reduced efficiency. To enhance hybrid rocket engine performance, ongoing research explores various methods. One approach is increasing the oxidizer flow velocity over the burning fuel surface. This paper employs analytical and numerical techniques to determine the effective oxidizer/fuel ratio for a single-port fuel grain in a hybrid rocket engine. Ultimately, the research aims to optimize performance, allowing this secure and efficient propulsion technology to mature.

混合火箭发动机由于其与传统化学推进系统相关的易用性、安全性和可负担性而引起了极大的关注。它们提供按需调节油门和推力的优势。混合动力火箭发动机的性能取决于回归率,即固体燃料颗粒向可燃气体的转变。与固体和液体发动机不同,混合动力发动机随着时间的推移会经历不同的氧化剂与燃料(O/F)比率。氧化剂流量和燃油口直径的变化等因素会导致这种波动,从而导致燃烧不完全和效率降低。为了提高混合动力火箭发动机的性能,研究人员正在探索各种方法。一种方法是增加氧化剂在燃烧燃料表面的流动速度。本文采用解析和数值方法确定了混合动力火箭发动机单孔燃料颗粒的有效氧化剂/燃料比。最终,研究的目标是优化性能,使这种安全高效的推进技术成熟。
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引用次数: 0
Manipulation of optimal size-weight project parameters of composite structurally anisotropic aircraft panels with restrictions according to the refined buckling theory 根据精炼屈曲理论对有限制的各向异性复合结构飞机面板的最佳尺寸-重量项目参数进行操纵
Q3 Earth and Planetary Sciences Pub Date : 2024-03-08 DOI: 10.1007/s42401-024-00277-2
V. V. Korolskii, N. V. Turbin, L. M. Gavva

This article discusses the challenge of defining the geometry parameters for minimum mass stiffened aircraft panels made of composite materials. The thickness and size of the panel elements are unknown variables, and the optimal design is based on the condition of equal buckling. To solve this problem, the authors reduce the optimal design problem to the investigation of the weight function with multiple variables using analytical methods and refined buckling theory restrictions. The article introduces novel mathematical relationships for investigating the buckling of structurally anisotropic composite panels. The model couples bending with a plane stress state, resulting in a boundary value problem that involves solving an eighth-order partial differential equation within a rectangular field. To facilitate this, a software package was developed using the MATLAB operating environment. A set of computer programs was created to conduct multi-criteria optimization of the optimal design of structurally anisotropic aircraft composite panels. The study also examines the impact of design parameters on the critical buckling forces for both bending and torsion modes. The results of a new implementation of an optimal size-weight project for carbon-epoxy skin are given. A project with restrictions on the refined buckling theory for structurally anisotropic aircraft panels made of composite materials has been manipulated in terms of plies thicknesses. Optimal solutions are obtained.

本文讨论了如何为复合材料制成的最小质量加劲飞机面板确定几何参数这一难题。面板元素的厚度和尺寸是未知变量,而优化设计是基于等屈曲条件的。为解决这一问题,作者利用分析方法和精炼屈曲理论限制,将优化设计问题简化为对多变量重量函数的研究。文章介绍了用于研究结构各向异性复合板屈曲的新型数学关系。该模型将弯曲与平面应力状态结合起来,从而产生了一个边界值问题,涉及在矩形场内求解一个八阶偏微分方程。为此,我们使用 MATLAB 操作环境开发了一个软件包。创建了一套计算机程序,用于对结构各向异性飞机复合材料面板的优化设计进行多标准优化。研究还考察了设计参数对弯曲和扭转模式临界屈曲力的影响。研究给出了碳-环氧蒙皮尺寸-重量优化项目的新实施结果。对复合材料制成的结构各向异性飞机面板的精制屈曲理论进行了限制,并根据层厚进行了处理。获得了最优解。
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引用次数: 0
Design of a novel artificial intelligence technique for Cube-Sat power budget calculations 设计用于计算立方体卫星功率预算的新型人工智能技术
Q3 Earth and Planetary Sciences Pub Date : 2024-03-04 DOI: 10.1007/s42401-024-00278-1
Ahmed Mokhtar Mohamed Refaie, Mohamed Sameh Elkerdany, Y. Z. Elhalwagy, Fawzy ElTohamy H. Amer, Mohamed E. Hanafy

The electrical power subsystem (EPS) is one of the most critical subsystems in a spacecraft (SC). It provides the power needed for SC loads. Any failure in the EPS leads to SC mission failure. However, power budget calculation is necessary for the analysis of the energy flow of the SC subsystems for in-orbit nominal operation and to ensure the adequacy of solar array (SA) power and storage battery capacity. The average power generated by SA of a SC should be carefully calculated to accurately estimate the energy budget process. Nevertheless, SC operational scenarios should be designed and then justified by the power budget calculation. The investigation of power capability is to satisfy the mission requirements for all nominal operating modes of the SC. The solar illumination and orbit shadow period, as well as EPS parameters including SA output power, bus voltage, load profile, and storage battery capacity graph during in-orbit nominal operation, are all taken into consideration. In this paper, a mission profile with the worst-case scenario (WCS) for EPS of a Low-earth orbit (LEO) Cube-Sat is demonstrated. Moreover, a novel energy management strategy is developed using artificial intelligence to justify the power budget calculation of SC EPS.

电力子系统(EPS)是航天器(SC)中最关键的子系统之一。它为 SC 负载提供所需的电力。EPS 的任何故障都会导致 SC 任务失败。然而,功率预算计算对于分析 SC 子系统在轨额定运行的能量流以及确保太阳能电池组(SA)功率和蓄电池容量的充足性是必要的。应仔细计算 SC 的太阳能电池板产生的平均功率,以准确估算能量预算过程。不过,应设计太阳能电池板的运行方案,然后通过功率预算计算来证明其合理性。对动力能力的考察是为了满足飞行任务对太阳能电池板所有额定运行模式的要求。太阳光照度和轨道阴影周期以及 EPS 参数(包括在轨标称运行期间的 SA 输出功率、总线电压、负载曲线和蓄电池容量图)都在考虑之列。本文展示了低地轨道(LEO)立方体卫星 EPS 的最坏情况(WCS)任务概况。此外,还利用人工智能开发了一种新型能源管理策略,以证明 SC EPS 功率预算计算的合理性。
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引用次数: 0
Nonlinear dynamic modeling and optimal control of (J_2) perturbed spacecraft formation flying with periodic coefficients 具有周期性系数的$J_2$$扰动航天器编队飞行的非线性动态建模和优化控制
Q3 Earth and Planetary Sciences Pub Date : 2024-02-27 DOI: 10.1007/s42401-024-00276-3
Ayansola D. Ogundele, Olufemi A. Agboola, Olasunkanmi F. Oseni

Nonlinear time-varying system, such as a spacecraft formation flying system with chief spacecraft in elliptical orbit and under the effect of perturbation forces, is difficult to analyze, design, and control based on the presence of time-varying parameters. The proper functioning of aerospace systems and their ability to be able to achieve the designed mission objectives depend largely on proper understanding of their nonlinear time-varying nature, dynamics, and ability to keep them in the required mission operation configurations through high-fidelity optimal control strategy. This paper presents nonlinear dynamics and optimal control of (J_2) perturbed spacecraft formation flying. Via Euler–Lagrange approach, the nonlinear (J_2) perturbed motion dynamics was approximated into a time-varying nonlinear form, having periodic coefficients and time-varying parameters, suitable for designing fuel efficient control strategies, spacecraft formation flying, relative motion, and rendezvous mission analysis. Through the application of State-Dependent Riccati Equation (SDRE) approach, the approximated model was converted into a non-unique, pseudo-linear state-dependent coefficient (SDC) form. The numerical simulations confirmed that the SDRE controllers, developed using SDC parameterized systems, are maximally robust and able to return the system to the desired radial, along-track, and cross-track positions.

非线性时变系统,如在椭圆轨道上受扰动力作用的主航天器编队飞行系统,由于存在时变参数而难以分析、设计和控制。航空航天系统的正常运行及其实现设计任务目标的能力在很大程度上取决于对其非线性时变性质、动力学的正确理解,以及通过高保真优化控制策略使其保持在所需任务运行配置中的能力。本文介绍了受(J_2)扰动的航天器编队飞行的非线性动力学和优化控制。通过欧拉-拉格朗日方法,将非线性的(J_2)扰动运动动力学近似为具有周期系数和时变参数的时变非线性形式,适用于设计燃料效率控制策略、航天器编队飞行、相对运动和交会任务分析。通过应用状态相关里卡提方程(SDRE)方法,近似模型被转换为非唯一、伪线性的状态相关系数(SDC)形式。数值模拟证实,利用 SDC 参数化系统开发的 SDRE 控制器具有最大的鲁棒性,能够使系统返回所需的径向、沿轨道和跨轨道位置。
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引用次数: 0
Distributed information fusion based trajectory tracking for USV and UAV clusters via multi-agent deep learning approach 通过多代理深度学习方法为 USV 和 UAV 集群进行基于分布式信息融合的轨迹跟踪
Q3 Earth and Planetary Sciences Pub Date : 2024-02-23 DOI: 10.1007/s42401-024-00275-4
Hongzhi Wu, Miao wang, Jingshi Wang, Guoqing wang

Considering the complexities of the modern maritime operational environment and aiming for effective safe navigation and communication maintenance, research into the collaborative trajectory tracking problem of unmanned surface vehicles (USVs) and unmanned aerial vehicles (UAVs) clusters during patrol and target tracking missions holds paramount significance. This paper proposes a multi-agent deep reinforcement learning (MADRL) approach, specifically the action-constrained multi-agent deep deterministic policy gradient (MADDPG), to efficiently solve the collaborative maritime-aerial distributed information fusion-based trajectory tracking problem. The proposed approach incorporates a constraint model based on the characteristics of maritime-aerial distributed information fusion mode and two designed reward functions—one global for target tracking and one local for cross-domain collaborative unmanned clusters. Simulation experiments under three different mission scenarios have been conducted, and results demonstrate that the proposed approach possesses excellent applicability to trajectory tracking tasks in collaborative maritime-aerial settings, exhibiting strong convergence and robustness in mobile target tracking. In a complex three-dimensional simulation environment, the improved algorithm demonstrated an 11.04% reduction in training time for convergence and an 8.03% increase in reward values compared to the original algorithm. This indicates that the introduction of attention mechanisms and the design of reward functions enable the algorithm to learn optimal strategies more quickly and effectively.

考虑到现代海上作战环境的复杂性,并以有效的安全导航和通信维护为目标,研究无人水面飞行器(USV)和无人机(UAV)集群在巡逻和目标跟踪任务中的协同轨迹跟踪问题具有极其重要的意义。本文提出了一种多代理深度强化学习(MADRL)方法,特别是行动约束多代理深度确定性策略梯度(MADDPG),以高效解决基于分布式信息融合的海空协同轨迹跟踪问题。所提出的方法结合了基于海空分布式信息融合模式特征的约束模型和两个设计的奖励函数--一个用于目标跟踪的全局奖励函数和一个用于跨域协作无人集群的局部奖励函数。在三种不同的任务场景下进行了仿真实验,结果表明所提出的方法非常适用于海空协同环境下的轨迹跟踪任务,在移动目标跟踪方面表现出很强的收敛性和鲁棒性。在复杂的三维模拟环境中,改进算法与原始算法相比,收敛训练时间缩短了 11.04%,奖励值增加了 8.03%。这表明,注意力机制的引入和奖励函数的设计使算法能够更快、更有效地学习最优策略。
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引用次数: 0
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Aerospace Systems
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