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Comparison of Approximate and Exact Approaches for the Optimization of Hybrid-Rocket Upper Stage

机译:混合火箭上段优化的近似方法与精确方法比较

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Different approaches for the optimization of a hybrid rocket engine, which is used as upper stage of a small launcher, are compared in terms of solution accuracy and computational time. High-fidelity approaches, which employ an evolutionary algorithm to optimize the engine design and an indirect optimization method for the ascent trajectory, provide the globally optimum design, but require long computational times. Low-fidelity approaches, which only carry out the evolutionary optimization of the engine design and use a suboptimal control law for the trajectory, exhibit remarkably shorter computational times, but only provide a suboptimal design; estimations of optimum performance and optimal design parameters are obtained with errors that reach values about 10 %. Nevertheless low-fidelity approaches are appealing to explore widely the solution space: interesting sub-optimal solutions can be identified that can also be used as a guess for high-fidelity approaches.
机译:在解决方案精度和计算时间方面,比较了用于小型火箭发射器的混合动力火箭发动机优化的不同方法。高保真方法采用了一种进化算法来优化发动机设计,并采用了一种间接的上升轨迹优化方法,从而提供了全局最优设计,但是需要较长的计算时间。低保真方法仅对引擎设计进行进化优化,并对轨迹使用次优控制律,计算时间明显缩短,但仅提供次优设计。获得的最佳性能和最佳设计参数的估算值的误差约为10%。然而,低保真度的方法吸引了人们广泛地探索解决方案的空间:可以找到有趣的次优解决方案,这些解法也可以用作高保真度方法的猜测。

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