基于差分进化算法的复合材料电热防冰系统功率分布优化方法OA
Power distribution optimization method of composite material electrothermal anti-icing system based on differential evolution algorithm
碳纤维复合材料(CFRP)具有高比模量和高比强度的特点.在飞机轻量化和低能耗化的发展趋势下,基于碳纤维复合材料的电热防冰系统具有广泛的应用前景.为了减少复合材料电热防冰系统的功率消耗,针对具有各向异性导热特点的碳纤维复合材料蒙皮,提出了基于差分进化算法的电热防冰系统功率分布优化方法.引入坐标变换法计算复合材料蒙皮内的各向异性导热过程,建立了耦合各向异性导热和溢流水模型的电热防冰系统分析模型;建立了基于差分进化算法和电热防冰耦合模型的优化框架,实现了对复合材料电热防冰系统功率分布的优化.结冰条件相同时,优化后保证防冰性能所需的功率消耗降低了8%;电热防冰系统功率分布设计时,为了保证防冰性能并实现系统能耗的最小化,可以通过调整电热防冰系统功率分布,在对流换热系数大的区域降低防冰表面温度以减少热损失,同时在对流换热系数小的区域升高防冰表面温度以确保足够撞击水被蒸发.
Carbon fiber composites have the characteristics of high specific modulus and high specific strength.Under the development trend of lightweight and low energy consumption of aircraft,the electrothermal anti-icing system based on carbon fiber composites has a wide application prospect.To reduce the power consumption of the electro-thermal anti-icing system of carbon fiber composites,an optimization method of electrothermal power distribution based on differential evolution algorithm is proposed for the carbon fiber composite skin with anisotropic thermal con-ductivity characteristics.The coordinate transformation method is introduced to calculate the anisotropic heat conduc-tion process in the carbon fiber composite airfoil skin,and an analytical model of the electrothermal anti-icing system coupled with anisotropic heat conduction and runback water model of carbon fiber composite is established.An optimi-zation framework based on the differential evolution algorithm and the coupled electrothermal anti-icing model is estab-lished to realize the optimization process of the power distribution of the electrothermal anti-icing system.The optimiza-tion results for the electrothermal anti-icing system with multi-layer structure show that the optimization framework can optimize the power distribution of the electrothermal anti-icing system.When icing conditions are the same,the opti-mized power consumption required to ensure anti-icing performance is reduced by 8%.In the power distribution design of an electrothermal anti-icing system,to ensure anti-icing performance while minimizing energy consumption,the power distribution can be adjusted by lowering the surface temperature in areas with high convective heat transfer coef-ficients to reduce heat loss,while raising the surface temperature in areas with low convective heat transfer coefficients to ensure sufficient evaporation of impinging water.
郭晓峰;冯丽娟;董威;郑梅;秦娜;尹金鸽
中国航发商用航空发动机有限责任公司,上海 200241中国航发商用航空发动机有限责任公司,上海 200241上海交通大学 机械与动力工程学院,上海 200240中国航发商用航空发动机有限责任公司,上海 200241中国航发商用航空发动机有限责任公司,上海 200241中国航发商用航空发动机有限责任公司,上海 200241
航空航天
电热防冰差分进化算法碳纤维复合材料各向异性热传导功率优化
electrothermal anti-icingdifferential evolutionary algorithmcarbon fiber compositeanisotropic heat transferpower optimization
《航空学报》 2026 (12)
99-110,12
国家科技重大专项(J2019-Ⅲ-0010-0054) National Science and Technology Major Project of China(J2019-Ⅲ-0010-0054)
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