首页|基于试验设计的无人机火箭助推起飞参数敏感性分析与优化

基于试验设计的无人机火箭助推起飞参数敏感性分析与优化

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针对火箭助推起飞参数敏感性分析和优化问题,提出了田口法结合响应曲面法的试验设计(DOE)分析方法.首先,基于田口法生成正交试验表,仿真计算各试验样本下助推火箭脱落时无人机的离地高度、速度、俯仰角和俯仰角速度等响应变量,通过极差分析确定各起飞参数敏感性和重要度排序.然后,基于响应曲面法建立回归数学模型,给出起飞参数多目标组合优化和允许误差边界预测结果.最后,通过试飞验证了该方法的合理性和可行性.所提方法可为无人机火箭助推起飞参数敏感性分析和优化提供参考.
Sensitivity analysis and optimization of UAV rocket booster launch parameters based on DOE
Aiming at the problem of sensitivity analysis and optimization of UAV rocket booster launch parameters,design of experiment(DOE)based on Taguchi method and response surface method(RSM)was proposed.Firstly,based on Taguchi method,the orthogonal test table was gen-erated,and the response variables such as altitude,velocity,pitch angle and pitch angle velocity when the test booster rocket falling off were simulated and calculated.The sensitivity and importance of each launch parameters were determined through range analysis.Secondly,the regression mathe-matical model was established based on RSM,and the results of multi-objective combination optimi-zation and allowable error boundary prediction of launch parameters were given.Finally,the ration-ality and feasibility of this method was verified by flight test.The proposed method provides some reference for the sensitivity analysis and optimization of UAV rocket booster launch parameters.

UAV rocket booster launchDOETaguchi methodresponse surface method

赵志俊、拜莉莎、孟祥喆

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中国飞行试验研究院,陕西西安 710089

无人机火箭助推发射 试验设计 田口法 响应曲面法

2024

飞行力学
中国飞行试验研究院

飞行力学

CSTPCD北大核心
影响因子:0.37
ISSN:1002-0853
年,卷(期):2024.42(1)
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