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A Method for Launch Vehicle Performance Analysis via Surrogate Modeling

机译:通过代理建模启动车辆性能分析的方法

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Launch vehicle performance analysis in conceptual design is traditionally done by finding the optimal trajectory on a vehicle-by-vehicle basis. In general, the direct method is used to solve the infinite dimensional optimal control problem for each vehicle. Subject matter experts and trajectory analysts work manually to find usable trajectories by changing the control variable initial guesses for the direct method. In conceptual design studies, where multiple vehicles are considered and compared, the manual trajectory analysis process limits the number of vehicles considered. This paper presents a method for analyzing set of vehicles with the goal of generating a surrogate model, which can be used to rapidly explore the launch vehicle design space of interest. The method is applied to a Delta IV Heavy launch vehicle. This vehicle is used because it represents the challenges of trajectory optimization for earth-to-orbit launch vehicles. The method is applied to consider vehicles in the design space around the Delta Ⅳ Heavy to simulate a conceptual design study for a new launch vehicle.
机译:传统上通过在车载基础上找到最佳轨迹来开发车辆性能分析。通常,直接方法用于解决每个车辆的无限维度最佳控制问题。主题专家和轨迹分析师通过改变直接方法的控制变量初始猜测来手动工作以找到可用的轨迹。在考虑和比较多车辆的概念设计研究中,手动轨迹分析过程限制了所考虑的车辆数量。本文介绍了一种分析一组车辆的方法,其目的是产生代理模型,可用于迅速探索感兴趣的发射车辆设计空间。该方法应用于Delta IV重型发射车辆。使用该车辆是因为它代表了地球轨道发射车辆的轨迹优化的挑战。该方法适用于考虑三角洲的设计空间中的车辆,以模拟新的发动车辆的概念设计研究。

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