小型混合动力飞机爬升性能优化研究
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作者单位:

中国民航大学空中交通管理学院,天津 300300

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通讯作者:

褚双磊,男,副教授,硕士生导师,E-mail:slchu@cauc.edu.cn。

中图分类号:

V212.13

基金项目:

科技部重点研发计划(2024YFB4303900)。


Research on Climb Performance Optimization of Small Hybrid-Electric Aircraft
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College of Air Traffic Management,Civil Aviation University of China, Tianjin 300300, China

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    摘要:

    为了分析混合动力比和电动机数量对小型混合动力飞机爬升性能的影响,以及爬升阶段不同性能参数的选择。根据小型混合动力飞机气动模型和串联结构系统模型,以混合动力比、爬升速度、爬升角、电动机数量和起飞质量作为优化变量,以爬升油量和额外有效载荷作为目标函数,建立混合动力飞机爬升性能优化模型。分别采用多目标粒子群算法和非支配排序遗传算法对某型混合动力飞机进行优化求解和对比分析,并将两种算法的优化结果与国外研究结果进行对比,证明了优化结果的有效性。优化结果表明:两种优化算法对减少飞机爬升油量和增加额外有效载荷均有良好的优化效果。要实现爬升油量最小和额外有效载荷最大的目标需满足:混合动力比为0.99,爬升速度为51 m/s,爬升角为7 °,起飞质量在1 830 kg至2 200 kg之间。

    Abstract:

    In order to analyze the influence of degree of hybridization and the number of electric motors on the climb performance of small hybrid-electric aircraft and the selection of different performance parameters in the climb stage, according to the aerodynamic model of the hybrid-electric aircraft and the system model of tandem structure, the optimization variables of the degree of hybridization, the climb speed, the angle of climb, the number of electric motors and the take-off mass are taken as the optimization variables, and the amount of fuel for the climb and the extra payload are taken as the objective functions, to establish the hybrid-electric aircraft climb performance optimization model. Multi-objective particle swarm algorithm and non-dominated sorting genetic algorithm are respectively used to optimize the solution and comparative analysis of a certain type of hybrid-electric aircraft, and the optimization results of the two algorithms are compared with the results of the foreign research, which proves the effectiveness of the optimization results. The optimization results show that the two optimization algorithms have good optimization effect on reducing the amount of climb fuel and increasing the extra payload of the aircraft. To minimize climb fuel consumption and maximize extra payload, the degree of hybridization is 0.99, the climb speed is 51 m/s, the climb angle is 7 °, and the take-off mass is between 1 830 kg and 2 200 kg.

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褚双磊,杨婧,魏志强.小型混合动力飞机爬升性能优化研究[J].南京航空航天大学学报,2025,57(6):1072-1084

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  • 收稿日期:2025-03-07
  • 最后修改日期:2025-07-31
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  • 在线发布日期: 2025-12-18
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