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Aerostructural design optimization of a 100-passenger regional jet with surrogate-based mission analysis

机译:基于代理任务分析的100人座支线飞机的飞机结构优化

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In this paper we present a coupled aerostructural optimization procedure for the design of a fuel-efficient regional aircraft configuration. A detailed mission analysis is performed on an optimized flight mission profile to accurately compute the mission range, fuel burn, and flight time. The mission analysis procedure is designed to allow flexible mission profiles including those with a variety of cruise, climb and descent segments in the profile. The direct operating cost (DOC) is computed based on the mission characteristics (fuel weight, range, and time), and is then used as the objective function in the optimization problem. We use a coupled aerostructural solver comprised of a high-fidelity structural solver and medium-fidelity aerodynamic solver to solve for the static aeroelastic shape of the lifting surfaces. Due to the large computational cost associated with these solvers, "kriging with a trend" surrogate models are employed to approximate the aerodynamic force and moment coefficients required in the mission analysis. This approach is demonstrated in two DOC minimization cases: a mission profile optimization with a fixed geometry, and an aerostructural optimization with fixed, previously optimized mission profiles for a 100-passenger regional jet aircraft.
机译:在本文中,我们提出了一种用于设计节油型支线飞机配置的耦合航空结构优化程序。在优化的飞行任务配置文件上执行详细的任务分析,以准确计算任务范围,燃油消耗和飞行时间。任务分析程序旨在允许灵活的任务配置文件,包括在配置文件中具有各种巡航,爬升和下降段的任务配置文件。根据任务特征(燃料重量,范围和时间)计算直接运营成本(DOC),然后将其用作优化问题中的目标函数。我们使用由高保真结构求解器和中保真度气动求解器组成的耦合航空结构求解器来求解提升面的静态气动弹性形状。由于与这些求解器相关的大量计算成本,因此采用“带有趋势的克里金法”替代模型来近似执行任务分析中所需的空气动力和力矩系数。这种方法在两个DOC最小化案例中得到了证明:具有固定几何形状的任务配置文件优化以及具有固定,先前优化的任务配置文件的航空结构优化(可用于100名乘客的支线喷气飞机)。

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