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Power and Design Optimization of Electro-Thermal Anti-Icing Systems via FENSAP-ICE

机译:基于FENSAP-ICE的电热防冰系统的电源和设计优化

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A general methodology for the power and design optimization of electro-thermal in-flight anti-icing systems is presented. The optimization goal is to achieve an ice-free area over the protected zone by using the lowest energy possible. The power and/or length of the electric pads are considered as design variables. The optimization procedure is performed via a derivative-free method that typically needs many objective function evaluations. This would be impractical as aero-icing flow simulation remains computationally intensive when coupled with conjugate heat transfer calculations, as in the case of ice protection systems. The cost is even more prohibitive for an optimization process, as a large number of simulations are needed. To make it practical, this work presents a surrogate-based optimization approach using proper orthogonal decomposition (POD), in conjunction with Kriging. The numerical results obtained for some optimization cases show the benefits of the methodology in substantially reducing the cost of high-fidelity optimization of electrothermal anti-icing systems, in particular, and other types of thermal-based ice protection systems, in general.
机译:提出了一种用于电热机上除冰系统的功率和设计优化的通用方法。优化目标是通过使用尽可能最低的能量在保护区上实现无冰区域。电垫的功率和/或长度被认为是设计变量。优化过程是通过无导数方法执行的,该方法通常需要进行许多目标函数评估。这是不切实际的,因为当与共轭传热计算结合使用时(如防冰系统),空气流模拟仍然需要大量计算。由于需要大量的模拟,因此对于优化过程而言,成本甚至更高。为了使其实用,这项工作提出了一种使用代理正交优化(POD)结合克里格(Kriging)的基于代理的优化方法。在某些优化情况下获得的数值结果表明,该方法的优势在于可以大大降低电热防冰系统(尤其是一般而言,其他类型的基于热的防冰系统)的高保真度优化的成本。

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