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Torque Direction Constrained Singular Avoidance Steering Law for Five-Skewed SGCMG System 五斜SGCMG系统的力矩方向约束奇异回避转向律
Pub Date : 2025-05-30 DOI: 10.1007/s42423-025-00176-4
Tao Nie, Zhijun Que, Tao Yi

The five-skewed single gimbal control moment gyroscope (SGCMG) system, with its superior symmetry and weight advantages compared to the regular pentagonal pyramid configuration, has been widely applied in agile satellites. However, uncertainties in the moment of inertia, actuator installation errors, and other factors induce deviations in control torque execution. Addressing the challenge of avoiding singular states in SGCMGs during attitude maneuvers, this paper proposes a torque direction constrained (TDC) singular avoidance steering law tailored for the five-skewed configuration, solving the non-singular steering problem under control torque deviations. The method determines the optimal initial gimbal angle (IGA) according to the constraints imposed by the five-skewed configuration and designs a robust singular avoidance steering law by introducing torque direction constraints. Simulations demonstrate that the algorithm enables non-singular attitude maneuvers for any zero-angular-momentum initial state.

五斜单万向控制力矩陀螺仪(SGCMG)系统与正五边形金字塔结构相比,具有优越的对称性和重量优势,在敏捷卫星上得到了广泛的应用。然而,惯性矩的不确定性、执行机构安装误差和其他因素会导致控制扭矩执行的偏差。针对姿态机动时SGCMGs的奇异状态避免问题,提出了一种针对五偏构型的力矩方向约束奇异避免转向律,解决了控制力矩偏差下的非奇异转向问题。该方法根据五偏转构型的约束确定最优初始框架角,并引入力矩方向约束,设计了鲁棒奇异回避转向律。仿真结果表明,该算法可以实现任意零角动量初始状态下的非奇异姿态机动。
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引用次数: 0
Active Vibration Control of Beam-Pointing-Sensitive Modes in Large Space Deployable Antennas 大型空间可展开天线波束指向敏感模式的主动振动控制
Pub Date : 2025-05-26 DOI: 10.1007/s42423-025-00174-6
Zhenglin Yang, Keda He, Lei Liu, Wei Li, Peng Su, Qing Li, Hui Wang

Large space deployable antennas play a critical role in satellite microwave communications, remote sensing, and deep space exploration due to their high-precision, light weight, and reliability. However, their large size and extremely low stiffness and damping make them susceptible to vibrations, which degrade the stability of antenna beam pointing under continuous external excitation. To mitigate the effects of such vibrations on beam pointing stability, this paper proposes an active hybrid control method targeting beam-pointing-sensitive vibration modes which significantly degrade beam pointing accuracy. First, the dynamic model of the antenna is established, and finite element computing is used to solve the mode shapes and identify the sensitive modes. A model-independent hybrid control method, based on independent modal space control approach, is then designed to control the specific modes, with initial effectiveness verified through numerical simulations. To further validate the practical feasibility of the proposed control method, active vibration control experiments are conducted on a 10 m aperture antenna prototype for a specific beam pointing sensitive mode (approximately 4.6 Hz). Experimental results indicate that steady state vibration is achieved within 1.1 s after initiating active control, with root-mean-square acceleration suppression exceeding 77% at monitoring points. These results demonstrate that the active control method effectively suppresses vibrations in beam-pointing-sensitive modes.

大型空间可展开天线以其精度高、重量轻、可靠性好等特点,在卫星微波通信、遥感、深空探测等领域发挥着重要作用。然而,由于其体积大,刚度和阻尼极低,容易受到振动的影响,从而降低了天线波束指向在持续外部激励下的稳定性。为了减轻这种振动对光束指向稳定性的影响,本文提出了一种针对严重降低光束指向精度的光束指向敏感振动模式的主动混合控制方法。首先,建立天线的动力学模型,利用有限元方法求解振型,识别敏感振型;在独立模态空间控制方法的基础上,设计了一种与模型无关的混合控制方法来控制特定模态,并通过数值仿真验证了其初始有效性。为了进一步验证所提出的控制方法的实际可行性,在10 m孔径天线样机上进行了特定波束指向敏感模式(约4.6 Hz)的主动振动控制实验。实验结果表明,主动控制启动后1.1 s内实现稳态振动,测点加速度均方根抑制超过77%。结果表明,主动控制方法能有效地抑制波束指向敏感模式下的振动。
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引用次数: 0
A Data-Driven Equivalent Modeling Approach for Large-Amplitude Liquid Sloshing Under Microgravity Environment 微重力环境下大振幅液体晃动的数据驱动等效建模方法
Pub Date : 2025-05-09 DOI: 10.1007/s42423-025-00172-8
Jiawei Huo, Jing Lyu

The establishment of an equivalent model of liquid sloshing in spacecraft tanks is of great importance for the stabilization of spacecraft attitude motions and the design of attitude control system. In this paper, a composite moving pulsating ball equivalent mechanical model (MPBM) with parameter identification and neural-network based error correction is proposed. In this model, the MPBM parameters are identified using a genetic algorithm combined with a particle swarm optimization algorithm (GA-PSO). The associated model error is predicted using a gate recurrent unit (GRU) neural network and compensated. Numerical experiments have been conducted and simulation results have confirmed the accuracy and reliability of the composite model, as well as the fast estimation of sloshing force and moment compared with the original MPBM.

航天器储罐内液体晃动等效模型的建立对航天器姿态运动的稳定和姿态控制系统的设计具有重要意义。提出了一种具有参数辨识和基于神经网络误差修正的复合运动脉动球等效力学模型。在该模型中,采用遗传算法结合粒子群优化算法(GA-PSO)对MPBM参数进行识别。使用门递归单元(GRU)神经网络预测相关模型误差并进行补偿。数值实验和仿真结果验证了复合模型的准确性和可靠性,并且与原MPBM相比,可以快速估计出晃动力和力矩。
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引用次数: 0
Adaptive IMM Algorithm Based on Variational Inference for Multiple Maneuvering Extended Targets Tracking 基于变分推理的多机动扩展目标跟踪自适应IMM算法
Pub Date : 2025-04-27 DOI: 10.1007/s42423-025-00173-7
Shenghua Wang, Renxian Li, Chenkai Men, Yunhe Cao, Tat-Soon Yeo

In order to track multiple maneuvering extended targets accurately, an adaptive interacting multiple model algorithm based on variational inference (AIMM-VI) is proposed. An augmented state is constructed to cater for time-varying orientation angle and track realistic shape changes, resulting in better elliptical shape estimation and tracking accuracy. Multiple measurements from multiple extended targets are effectively assigned to corresponding targets through the marginal association probability distribution criterion, and the variational inference is used to accurately estimate the augmented state and shape information, which greatly improves the parameters estimation performance. The residual and likelihood functions are updated in real-time according to the results of variational inference, allowing for the updating of the model probability in real-time. The Markov probability transfer matrix is subsequently adaptively updated by the compression ratio, which makes the algorithm more adaptable to maneuvering target and significantly improves the adaptability and robustness of the algorithm. The final simulation and experiment results show that the proposed algorithm can effectively improve the tracking performance of multiple maneuvering extended targets.

为了精确跟踪多个机动扩展目标,提出了一种基于变分推理的自适应交互多模型算法(AIMM-VI)。构造增广状态以适应随时间变化的方向角,跟踪真实的形状变化,从而获得更好的椭圆形状估计和跟踪精度。通过边际关联概率分布准则,将多个扩展目标的多个测量值有效地分配给相应的目标,并利用变分推理来准确估计扩展后的状态和形状信息,大大提高了参数估计性能。根据变分推理结果实时更新残差函数和似然函数,实现模型概率的实时更新。随后根据压缩比自适应更新马尔可夫概率传递矩阵,提高了算法对机动目标的适应性,显著提高了算法的自适应性和鲁棒性。最后的仿真和实验结果表明,该算法能有效提高多机动扩展目标的跟踪性能。
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引用次数: 0
Research Progress and Prospect of High-Speed Vehicle Control Technology Based on Reinforcement Learning 基于强化学习的高速车辆控制技术研究进展与展望
Pub Date : 2025-03-22 DOI: 10.1007/s42423-025-00170-w
Kunfeng Lu, Weili Wang, Xiaodong Liu, Wanwei Huang, Chenhui Jia, Yue Yu

High reliability and intelligence mark the cutting-edge development trend of high-speed vehicle control technology. This research focuses on the progress of high-speed vehicle control technology based on reinforcement learning, and sorts out its application in control parameter tuning, compensation control, and end-to-end control. Focusing on the development framework of intelligent control safety and efficiency, this paper deeply analyzes the challenges of safety, training efficiency, and interpretability faced by high-speed vehicle in reinforcement learning control, and proposes feasible paths and development directions for future research.

高可靠性和智能化标志着高速车辆控制技术的前沿发展趋势。本研究重点介绍了基于强化学习的高速车辆控制技术的研究进展,并对其在控制参数整定、补偿控制、端到端控制等方面的应用进行了梳理。本文围绕智能控制安全和效率的发展框架,深入分析了高速车辆在强化学习控制中所面临的安全性、训练效率和可解释性方面的挑战,提出了未来研究的可行路径和发展方向。
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引用次数: 0
Online Uncertainty Evaluation on the Launch Vehicle Mission Re-planning Under Thrust Faults 推力故障下运载火箭任务重规划的在线不确定性评估
Pub Date : 2025-03-20 DOI: 10.1007/s42423-025-00169-3
Keshu Li, Ying Ma, Wanqing Zhang, Xiqiang Lin, Yuanjun He

The propulsion system failure is statistically acknowledged as the most fatal factor of launch vehicles, which has received extensive attention. In this paper, mission re-planning is conducted to address typical thrust faults when they exceed the adaptability of the guidance system. This is achieved by generating degraded orbits according to the residual capacity of the launch vehicle using successive convex optimization. Since the uncertainties of some critical parameters provided by the fault diagnosis system are not considered in the re-planning process, their influence is then analyzed by the polynomial chaos expansion (PCE) method. Considering the non-coincident engine cut-off phenomenon, an additional coasting phase is introduced to enable the evaluation of the stochastic distribution of the final orbit by PCE. Moreover, a deep neural network (DNN) is trained to reduce the time consumption of the uncertainty evaluation process. By implementing the DNN, the terminal states can be predicted directly from the fault information, enabling the online application. Simulation results verify the effectiveness and the accuracy of the PCE-based uncertainty evaluation. Besides, the DNN-assisted PCE is confirmed to greatly improve the computational efficiency while maintaining comparable accuracy to Monte-Carlo simulation and conventional PCE. Since the computational time of the DNN-assisted PCE is on the order of hundreds of milliseconds, it can be applied in real-time to support making appropriate and reliable mission re-planning decisions based on probability.

推进系统故障是统计上公认的运载火箭最致命的故障之一,受到了广泛的关注。本文针对典型推力故障超出制导系统自适应能力的情况,进行任务重规划。根据运载火箭的剩余容量,采用逐次凸优化方法生成退化轨道。由于在重新规划过程中没有考虑故障诊断系统提供的一些关键参数的不确定性,因此采用多项式混沌展开(PCE)方法分析了它们的影响。考虑发动机非重合切断现象,引入额外的滑行相位,使PCE能够评估最终轨道的随机分布,并训练深度神经网络(DNN)以减少不确定性评估过程的时间消耗。通过实现深度神经网络,可以直接从故障信息中预测终端状态,实现在线应用。仿真结果验证了基于pce的不确定度评定的有效性和准确性。此外,dnn辅助PCE在保持与蒙特卡罗模拟和传统PCE相当的精度的同时,大大提高了计算效率,由于dnn辅助PCE的计算时间在数百毫秒量级,因此可以实时应用于支持基于概率的适当可靠的任务重规划决策。
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引用次数: 0
Research on Overload Characteristics of Projectile Penetrating Layered Protective Structures with High-Velocity 弹丸高速侵彻层状防护结构过载特性研究
Pub Date : 2024-12-18 DOI: 10.1007/s42423-024-00168-w
Heng Ye, Yuanchao Wang, Xiaoming Chen, Yuxuan Zheng, Chun Cheng

The LS-DYNA simulation software was used to study the overload characteristics of a projectile penetrating a layered protective structure at high velocity. Firstly, the simulation data were compared with experimental data to verify the accuracy of the finite element model. The process of projectiles penetrating two different protective structures was analyzed, and the overload characteristics of the projectile under different working conditions were studied. Results show that the peak overload of the projectile penetrating the light protective structure at 1200 m/s and 1700 m/s can exceed 80,000 g and 130,000 g, respectively, and the peak overload of the projectile penetrating the heavy protective structure at 1200 m/s and 1700 m/s can exceed 40,000 g and 70,000 g, respectively. When the projectile penetrates a lightweight protective structure with different material shielding layers at the same velocity, the overload peak value of penetrating the shielding layer material of reinforced concrete is greater than that of penetrating the shielding layer material of granite. The deceleration peak value of the projectile penetrating a light protective structure is larger than that of a projectile penetrating a heavy protective structure at the same velocity mainly due to the good buffering effect of the thick soil layer of the heavy protective structure.

采用LS-DYNA仿真软件,研究了弹丸高速侵穿层状防护结构的过载特性。首先,将仿真数据与实验数据进行对比,验证有限元模型的准确性。分析了弹丸侵彻两种不同防护结构的过程,研究了不同工况下弹丸的过载特性。结果表明:弹丸在1200 m/s和1700 m/s时穿透轻型防护结构的峰值过载分别可超过80,000 g和130,000 g,弹丸在1200 m/s和1700 m/s时穿透重型防护结构的峰值过载分别可超过40,000 g和70,000 g。当弹丸以相同速度穿透具有不同材料屏蔽层的轻型防护结构时,穿透钢筋混凝土屏蔽层材料的过载峰值大于穿透花岗岩屏蔽层材料的过载峰值。弹丸在相同速度下穿透轻型防护结构的减速峰值要大于穿透重型防护结构的减速峰值,这主要是由于重型防护结构的厚土层具有良好的缓冲作用。
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引用次数: 0
Video Information-Based Liquid Rocket Engine Fault Simulation Test Method under Complex Environment 基于视频信息的复杂环境下液体火箭发动机故障模拟试验方法
Pub Date : 2024-09-24 DOI: 10.1007/s42423-024-00167-x
Yang Zhang, Meng Ma, Zhirong Zhong, Xuanhao Hua, Zhi Zhai

Liquid rocket engines are fault-prone parts on launch vehicles. Due to its complex working environment and strict performance requirements, liquid rocket engines often face many kinds of failure risks during actual commissioning and operation. In view of the high risk of liquid rocket engine failure and the scarcity of abnormal video data in the actual commissioning process, the traditional fault monitoring methods are faced with many challenges. In response, this paper proposes a fault simulation testing methodology specifically for liquid rocket engines under complex interference conditions. A semi-physical model has been developed to mimic the abnormal states that liquid rocket engines may experience during debugging or operational activities. This model enables the collection and generation of a series of video data that closely resemble real-life fault scenarios, enhancing the effectiveness of fault monitoring and analysis. Finally, by comparing with the data of the actual test run, the simulation test data achieved a high degree of similarity, indicating that the designed simulation test can effectively simulate the actual physical process during the actual test run. Through the innovative fault simulation test method, this study successfully solved the problem of abnormal video data scarcity, and provided support for the research of liquid rocket engine video anomaly monitoring.

液体火箭发动机是运载火箭上容易发生故障的部件。液体火箭发动机由于其复杂的工作环境和严格的性能要求,在实际调试和运行过程中经常面临各种故障风险。鉴于液体火箭发动机在实际调试过程中发生故障的危险性高,加之异常视频数据的稀缺性,传统的故障监测方法面临着诸多挑战。为此,本文提出了一种针对复杂干扰条件下液体火箭发动机的故障仿真测试方法。为了模拟液体火箭发动机在调试或运行过程中可能遇到的异常状态,建立了半物理模型。该模型能够收集和生成一系列与真实故障场景非常相似的视频数据,提高故障监测和分析的有效性。最后,通过与实际试车数据的对比,仿真试验数据具有较高的相似性,说明所设计的仿真试验能够有效地模拟实际试车过程中的实际物理过程。本研究通过创新的故障模拟测试方法,成功解决了异常视频数据稀缺的问题,为液体火箭发动机视频异常监控的研究提供了支持。
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引用次数: 0
Game Strategies Against High Orbit Surveillance Satellites 对抗高轨道监视卫星的博弈策略
Pub Date : 2024-09-15 DOI: 10.1007/s42423-024-00163-1
Fei Zong, Mengping Zhu, Xinlong Chen

Surveillance and anti-surveillance are currently the dominant forms of orbital game of spacecraft. Based on the maneuver capabilities and surveil strategies of typical surveillance satellites, an evasion strategy as well as a defend strategy using an escort satellite are proposed. The maneuver capabilities of a typical geostationary earth orbit (GEO) satellite are first demonstrated, followed by a detailed demonstration of the evasion abilities against the approaching surveillance satellite. Then a high-maneuvering escort satellite is proposed as another way to cope with the surveillance satellite and the corresponding defend strategies are analyzed. Simulation results demonstrate that a normal satellite can hardly escape the approach and detection of a smart surveillance satellite. However, a high-maneuvering escort satellite can maintain precise sight tracking of the surveillance satellite, which means with certain protective payloads installed, the escort satellite can successfully drive the surveillance satellite away from our high-valued GEO satellite.

监视和反监视是目前航天器轨道博弈的主要形式。根据典型监视卫星的机动能力和监视策略,提出了使用护卫卫星的规避策略和防御策略。首先演示了一颗典型地球静止轨道(GEO)卫星的机动能力,然后详细演示了针对接近的监视卫星的规避能力。然后提出了高机动性护卫卫星作为应对监视卫星的另一种方法,并分析了相应的防御策略。仿真结果表明,普通卫星很难逃脱智能监视卫星的接近和探测。然而,高机动性护卫卫星可以保持对监视卫星的精确视线跟踪,这意味着在安装一定的保护性有效载荷后,护卫卫星可以成功地将监视卫星从我们的高价值地球同步轨道卫星上驱离。
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引用次数: 0
Orbital Rendezvous Guidance Strategy for Time-Sensitive Missions 时间敏感型飞行任务的轨道会合制导战略
Pub Date : 2024-08-17 DOI: 10.1007/s42423-024-00164-0
Tian Liao, Xinlong Chen, Jitang Guo, Shunli Li

A fixed-time orbital rendezvous guidance strategy was proposed to meet the requirements of the time-sensitive pursuit-capture game mission. A key problem of fixed-time orbit rendezvous is the design of deceleration guidance strategy and the choice of transfer time. In order to solve the deceleration guidance problem under limited thrust, a displacement formula under constant rocket thrust is proposed. Basing on the formula, a deceleration guidance strategy of "pulse correction, deceleration condition, inverse-relative-velocity deceleration" was designed so that the spacecraft can meet the terminal position constraint. Basing on the formula, a deceleration guidance strategy of "pulse correction, deceleration condition, inverse-relative-velocity deceleration" was designed so that the spacecraft can meet the terminal position constraint. For the mission time delay caused by deceleration process, a differential correction method was designed based on the displacement formula, which can obtain the Lambert transfer time corresponding to a given mission time. With the proposed method, the mission time error is reduced less than 1 s.

提出了一种固定时间轨道交会制导策略,以满足时间敏感的追逐捕捉博弈任务的要求。定时轨道交会的关键问题是减速制导策略的设计和转移时间的选择。为了解决有限推力下的减速制导问题,提出了恒定火箭推力下的位移公式。根据该公式,设计了 "脉冲修正、减速条件、反相对速度减速 "的减速制导策略,使航天器能够满足末端位置约束。根据公式,设计了 "脉冲修正、减速条件、反相对速度减速 "的减速制导策略,使航天器能够满足终端位置约束。针对减速过程造成的任务时间延迟,设计了一种基于位移公式的差分修正方法,可以得到与给定任务时间相对应的兰伯特转移时间。采用所提出的方法,飞行任务时间误差可减小到 1 秒以内。
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引用次数: 0
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Advances in Astronautics Science and Technology
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