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吉林化工学院学报, 2025, 42(9): 67-74     https://doi.org/10.16039/j.cnki.cn22-1249.2025.09.012
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一种加约束的零攻角飞行器再入与龙格库塔并行计算算法
李思瑶1
1. 江西航空职业技术学院计算机学院,江西 南昌 330001
A parallel computation algorithm combining constrained zero-angle-of-attack vehicle reentry and Runge-Kutta method
LI Si-yao1
1. School of computing,Jiangxi Aviation Vocational and Technical College,330001,Nanchang
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摘要 助推滑翔飞行器有飞行速度高、突破拦截能力强、打击范围广等优点,成为现在全球所有军事国家投入研究的重点。飞行力学与控制轨迹优化是助推滑翔式飞行器关键技术之一。本文通过使用庞特里亚金极大值定理与拉格朗日乘子法以及序列二次规划算法对于弹道的再入进行了计算,并且将弹道计算进行了并行处理提高了计算速度与精度,实现了多重打靶法的并行计算。算法通过梯形离散、建立拉格朗日乘子函数以及求偏导进行计算,利用SQP算法求非线性规划最优解。本文使用高斯伪谱法进行计算做了对比,设置相同的参数出现了matlab关机情况。基于拉格朗日乘子的优化并行计算获得了1.0599倍加速比,减小了大概8s的计算时间。本文还使用并行计算对于零攻角再入进行了实验,得到2.2437的加速比,解决了多条弹道加速计算问题。本文实现一种龙格库塔公式的并行方式,应用在零攻角再入取得可观加速效果。
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李思瑶
关键词:  SQP   高超声速   零攻角再入   龙格库塔并行     
Abstract: Boosted gliders have the advantages of high flight speed, strong breakthrough interception capability, and wide strike range, making them a focus of research for all military countries around the world. Flight mechanics and control trajectory optimization are key technologies for assisting gliding aircraft. This article calculates the re-entry of trajectories using Pontryagin's maximum value theorem, Lagrange multiplier method, and sequential quadratic programming algorithm. The trajectory calculation is processed in parallel to improve the calculation speed and accuracy, and the parallel calculation of multiple shooting methods is achieved. The algorithm uses trapezoidal discretization, establishes Lagrange multiplier functions, and calculates partial derivatives to find the optimal solution for nonlinear programming using the SQP algorithm. This article compared the calculations using Gaussian pseudospectral method and found that setting the same parameters resulted in MATLAB shutting down. The optimized parallel computing based on Lagrange multipliers achieved an acceleration ratio of 1.0599 times, reducing the computation time by approximately 8 seconds. This article also conducted experiments on zero angle of attack reentry using parallel computing, and obtained an acceleration ratio of 2.2437, solving multiple trajectory acceleration calculation problems.This article implements a parallel approach to the Runge Kutta formula and applies it to achieve significant acceleration effects during zero angle reentry.
Key words:  SQP    Hypersonic speed    Zero angle re-entry    Runge Kutta Parallel
               出版日期:  2025-09-25      发布日期:  2026-03-22      整期出版日期:  2025-09-25
ZTFLH:  E 911  
引用本文:    
李思瑶. 一种加约束的零攻角飞行器再入与龙格库塔并行计算算法[J]. 吉林化工学院学报, 2025, 42(9): 67-74.
LI Si-yao. A parallel computation algorithm combining constrained zero-angle-of-attack vehicle reentry and Runge-Kutta method. Journal of Jilin Institute of Chemical Technology, 2025, 42(9): 67-74.
链接本文:  
https://xuebao.jlict.edu.cn/CN/10.16039/j.cnki.cn22-1249.2025.09.012  或          https://xuebao.jlict.edu.cn/CN/Y2025/V42/I9/67
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