南开大学 人工智能学院,天津 300350
[ "孙昊(1991—),男,副研究员,硕士生导师,研究方向为翼伞系统的建模与控制。E-mail: sunh@nankai.edu.cn;" ]
孙青林(1963—),男,教授,博士生导师,研究方向为智能自适应控制、嵌入式控制系统、飞行器建模与智能控制。E-mail: sunql@nankai.edu.cn
[ "孙明玮(1972—),男,教授,博士生导师,研究方向为飞行器制导与控制和非线性优化。E-mail: smw_sunmingwei@163.com;" ]
[ "陈增强(1964—),男,教授,博士生导师,研究方向为智能预测控制与智能优化计算、复杂系统建模优化与控制。E-mail: chenzq@nankai.edu.cn" ]
收稿:2022-05-12,
纸质出版:2023-03-28
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孙昊, 孙青林, 孙明玮, 等. 随机初值条件下基于翼伞的无人机回收方法[J]. 兵工学报, 2023,44(3):718-727.
Hao SUN, Qinglin SUN, Mingwei SUN, et al. Parafoil-based UAV Recovery System Under Random Initial Conditions[J]. Acta Armamentarii, 2023, 44(3): 718-727.
孙昊, 孙青林, 孙明玮, 等. 随机初值条件下基于翼伞的无人机回收方法[J]. 兵工学报, 2023,44(3):718-727. DOI: 10.12382/bgxb.2021.0450.
Hao SUN, Qinglin SUN, Mingwei SUN, et al. Parafoil-based UAV Recovery System Under Random Initial Conditions[J]. Acta Armamentarii, 2023, 44(3): 718-727. DOI: 10.12382/bgxb.2021.0450.
翼伞回收系统由柔性伞衣和所回收负载组成,存在对着陆场要求低、飞行安全稳定、可雀降无损着陆等独特优势,在无人机回收、物资空投等军用及航空航天领域都发挥着不可替代的重要作用。翼伞回收系统依靠柔性伞衣提供升力,但伞衣存在复杂的非线性动力学特性,导致其控制难度较传统刚性飞行器更高。针对该问题,基于部分假设,通过对柔性伞衣和系统负载间的相互作用进行动力学分析,建立翼伞回收系统的简化动力学模型。基于自抗扰控制技术设计水平控制器与归航策略,实现随机初值条件下的翼伞高精度归航,从任意初始位置及角度将无人机精确地运输至目标位置。飞行测试结果表明:所建立的动力学模型可为翼伞的实际飞行实验提供仿真调试环境,实现控制器参数调节;在15次翼伞归航控制实验中,翼伞系统的平均归航落点误差为21.9 m。
A parafoil recovery system consists of a flexible parafoil wing and a payload. It has unique advantages such as low requirements for landing ground
flight stability
and flared landing. As a result
this system is indispensable for airdrop supplies and recovery of unmanned aerial vehicles (UAVs). Considering that the parafoil system relies on a flexible wing for lift
it exhibits complicated dynamic characteristics. Tracking the trajectory of such a flexible aircraft is much more challenging than tracking a traditional rigid one. For solving this problem
this study first analyzes the forces between the flexible wing and the payload
and builds an accurate dynamic model of the parafoil recovery system. Then
based on the active disturbance rejection control theory
the horizontal controller and homing strategy are designed to realize the homing control under random initial condition. The UAV will be transported to the target position from a random initial yaw angle. Lastly
the results of the flight tests indicate that the simplified model can provide the simulation environment for the actual flight test
and realize the adjustment of the controller parameters. The average landing error of the parafoil system is 21.9 m in fifteen homing control tests.
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DEK C , OVERKAMP J L , TOETER A , et al. A recovery system for the key components of the first stage of a heavy launch vehicle [J ] . Aerospace Science and Technology , 2020 , 100 : 105778 . DOI: 10.1016/j.ast.2020.105778 http://doi.org/10.1016/j.ast.2020.105778 https://linkinghub.elsevier.com/retrieve/pii/S1270963819326458 https://linkinghub.elsevier.com/retrieve/pii/S1270963819326458
LÜ F K , HE W L , ZHAO L G . An improved nonlinear multibody dynamic model for a parafoil-UAV system [J ] . IEEE Access , 2019 , 7 : 139994 - 140009 . DOI: 10.1109/ACCESS.2019.2943496 http://doi.org/10.1109/ACCESS.2019.2943496 A recovery system for an unmanned aerial vehicle (UAV) using a steerable parafoil is an attractive concept. However, due to the complex interaction between the parafoil and the UAV, this parafoil system has not seen widespread use in the UAV recovery. Under the influence of the UAV, the suspension lines of the system are not always tight, so most of the existing models do not work. To analyze the parafoil and UAV interaction when the suspension lines are tight or slack, this study presents a method for improving a multibody dynamic model for a parafoil-UAV system. The parafoil and UAV are modeled as usual, while the suspension lines are modeled as a combination of several linear viscoelastic elements. All models are coupled, and the nonlinear equations of motion are then derived. To analyze the influence of the invalid suspension lines, this improved model has been compared with an 8-degrees of freedom model. The comparisons demonstrate that the simulation results of the improved model and the 8-DoF model are similar under a small control input. However, under a large control input, the results become significantly different. In an actual flight test, the accuracy of this improved model is found to be better than the 8-DoF model. Finally, an attitude optimal control system is designed for this improved model. The performance of this autonomous control is presented at the end of this paper.
ZHAO L G , HE W L , LÜ F K . Model-free adaptive control for parafoil systems based on the iterative feedback tuning method [J ] . IEEE Access , 2021 , 9 : 35900 - 35914 . DOI: 10.1109/Access.6287639 http://doi.org/10.1109/Access.6287639 https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6287639 https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6287639
NIE S , CAO Y H , WU Z L . Numerical simulation of parafoil inflation via a Robin-Neumann transmission-based approach [J ] . Proceedings of the Institution of Mechanical Engineers, Part G: Journal of Aerospace Engineering , 2018 , 232 ( 4 ): 797 - 810 . DOI: 10.1177/0954410016688925 http://doi.org/10.1177/0954410016688925 http://journals.sagepub.com/doi/10.1177/0954410016688925 http://journals.sagepub.com/doi/10.1177/0954410016688925 In this paper, a partitioned coupled iterative approach based on the Robin–Neumann transmission condition is proposed for the fluid–structure interaction simulation of the inflation process of a parafoil. The Reynold-averaged Navier–Stokes equations and the versatile finite element method are employed to solve the fluid flow field and the structural deformation, respectively. The generalized-α time integration scheme for the structure and the second order back Euler scheme for the fluid are incorporated in the Robin-Neumann method. A modified spring-transfinite interpolation hybrid method is exploited to detect the deformation of the grid and regenerate the grid for the fluid architecture. Both a two-dimensional case and a three-dimensional case are studied to examine the feasibility of the present approach. The simulation results reveal the evolution of the flow regime during the inflation process when the air pours into the parafoil. The whole inflation process can be concluded as two stages: the span-wise deployment and the longitudinal expansion. The numerical aerodynamic performance agrees well with that obtained by wind-tunnel experiment, suggesting the effectiveness of this method in handling such a highly nonlinear fluid–structure interaction in parachute inflation.
ZHANG S Y , YU L , WU Z H , et al. Numerical investigation of ram-air parachutes inflation with fluid-structure interaction method in wind environments [J ] . Aerospace Science and Technology , 2021 , 109 : 106400 . DOI: 10.1016/j.ast.2020.106400 http://doi.org/10.1016/j.ast.2020.106400 https://linkinghub.elsevier.com/retrieve/pii/S1270963820310828 https://linkinghub.elsevier.com/retrieve/pii/S1270963820310828
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SLEGERS N , COSTELLO M . Model predictive control of a parafoil and payload system [J ] . Journal of Guidance, Control, and Dynamics , 2005 , 28 ( 4 ): 816 - 821 . DOI: 10.2514/1.12251 http://doi.org/10.2514/1.12251 https://arc.aiaa.org/doi/10.2514/1.12251 https://arc.aiaa.org/doi/10.2514/1.12251
ROGERS J , SLEGERS N . Robust parafoil terminal guidance using massively parallel processing [J ] . Journal of Guidance, Control, and Dynamics , 2013 , 36 ( 5 ): 1336 - 1345 . DOI: 10.2514/1.59782 http://doi.org/10.2514/1.59782 https://arc.aiaa.org/doi/10.2514/1.59782 https://arc.aiaa.org/doi/10.2514/1.59782
CHEN Q , SUN Y X , ZHAO M , et al. A virtual structure formation guidance strategy for multi-parafoil systems [J ] . IEEE Access , 2019 , 7 : 123592 - 123603 . DOI: 10.1109/Access.6287639 http://doi.org/10.1109/Access.6287639 https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6287639 https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6287639
高峰 , 郭锐 , 丰志伟 , 等 . 翼伞系统5段归航轨迹优化研究 [J ] . 兵工学报 , 2020 , 41 ( 5 ): 1025 - 1033 . DOI: 10.3969/j.issn.1000-1093.2020.05.022 http://doi.org/10.3969/j.issn.1000-1093.2020.05.022 为实现翼伞系统精确空投和方便归航过程下拉操控,需对翼伞归航轨迹分段处理并优化。建立翼伞系统高精度9自由度动力学模型,通过数值分析得到稳态滑翔比以及转弯角速率限值。以耗能最小为目标函数,耗时和转弯半径为输入变量,建立5段归航轨迹优化模型。将5段归航轨迹作为初始条件,利用伪谱法进行轨迹优化,给出归航最优参考路径,并对比分析了5段归航与直接归航过程能量损耗。仿真结果表明,所提出的5段归航轨迹优化策略,具有其控制量函数形式简单、便于应用的优点。
GAO F , GUO R , FENG Z W , et al. Optimization design of homing trajectory of parafoil system with five segments [J ] . Acta Armamentarii , 2020 , 41 ( 5 ): 1025 - 1033 . (in Chinese) DOI: 10.3969/j.issn.1000-1093.2020.05.022 http://doi.org/10.3969/j.issn.1000-1093.2020.05.022 The parafoil homing trajectory should be processed and optimized in segments in order to realize the accurate airdrop and easy drop-down control during homing. A high precision 9-degree-of-freedom dynamic model of parafoil system is established. A five-segment homing trajectory optimization model is established, in which the minimum energy consumption is taken as the objective function and the time consumption and turning radius are taken as the input variables. The optimal reference path of homing is given by using the five-segment homing trajectory as the initial condition and using the pseudo-spectral method to optimize the trajectory, and the energy losses in the five-segment homing and direct homing processes are compared and analyzed. The simulated results show that the five-segment homing trajectory optimization strategy proposed in this paper has the advantage of simple control function form and easy application. Key
GAO X L , ZHANG Q B , TANG Q G . Parachute dynamics and perturbation analysis of precision airdrop system [J ] . Chinese Journal of Aeronautics , 2016 , 29 ( 3 ): 596 - 607 . DOI: 10.1016/j.cja.2016.04.003 http://doi.org/10.1016/j.cja.2016.04.003 https://linkinghub.elsevier.com/retrieve/pii/S1000936116300218 https://linkinghub.elsevier.com/retrieve/pii/S1000936116300218
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SUN L , XUE W C , LI D H , et al. Quantitative tuning of active disturbance rejection controller for FOPDT model with application to power plant control [J ] . IEEE Transactions on Industrial Electronics , 2021 , 69 ( 1 ): 805 - 815 . DOI: 10.1109/TIE.2021.3050372 http://doi.org/10.1109/TIE.2021.3050372 https://ieeexplore.ieee.org/document/9325092/ https://ieeexplore.ieee.org/document/9325092/
LI B Y , GAO S , LI C , et al. Maritime buoyage inspection system based on an unmanned aerial vehicle and active disturbance rejection control [J ] . IEEE Access , 2021 , 9 : 22883 - 22893 . DOI: 10.1109/Access.6287639 http://doi.org/10.1109/Access.6287639 https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6287639 https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6287639
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