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Optimal trajectories and normal load analysis of hypersonic glide vehicles via convex optimization

机译:高超音速滑行车的最优轨迹和正载荷分析的凸优化

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摘要

Hypersonic trajectory optimization has been intensively investigated through different approaches; however, the normal-load-optimal entry problems were barely studied and reported in the literature. Finding the optimal trajectories with maximum or minimum peak normal load is essential to evaluate the maneuverability and structural strength of the vehicle. In this paper, both the maximum and minimum peak-normal-load entry trajectories are explored using convex optimization. Based on the previous work, the maximum-peak-normal-load entry problem is firstly addressed by a Big-M method and a line-search approach. Through successive relaxations, the nonconvex discrete-event optimal control problem associated with maximum-peak-normal-load entry is transformed into a sequence of mixed-integer convex optimization problems. Then, a line-search technique is introduced to improve the convergence of the proposed method. Additionally, a sequential convex programming method is designed to solve the minimum-peak-normal-load entry problem to comprehensively analyze the normal load during the entry flight. There are efficient solvers that can solve each relaxed convex subproblem with a global optimum if the feasible set of the subproblem is nonempty. The convergence and accuracy of the proposed methodologies are demonstrated by numerical simulations, and the feasibility of the converged solutions is discussed based on an entry-corridor approach. (C) 2019 Elsevier Masson SAS. All rights reserved.
机译:高超音速轨迹优化已通过不同的方法进行了深入研究。然而,文献中很少研究和报道正常载荷最优进入问题。找到具有最大或最小峰值法向载荷的最佳轨迹对于评估车辆的可操纵性和结构强度至关重要。在本文中,使用凸优化来探索最大和最小峰值法向载荷进入轨迹。在以前的工作的基础上,首先通过Big-M方法和线搜索方法解决了最大峰值法向负荷进入问题。通过连续的松弛,与最大峰值法向负荷进入相关的非凸离散事件最优控制问题转化为一系列混合整数凸优化问题。然后,引入线搜索技术以改善所提出方法的收敛性。另外,设计了一种顺序凸规划方法来解决最小峰值法向载荷进入问题,从而对进入飞行过程中的法向载荷进行综合分析。如果子问题的可行集是非空的,则有一些有效的求解器可以全局最优地解决每个松弛凸子问题。通过数值仿真证明了所提方法的收敛性和准确性,并基于入口走廊方法讨论了收敛解的可行性。 (C)2019 Elsevier Masson SAS。版权所有。

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