Optimization of Helicopter Rotor Airfoil Wind Tunnel Test Model Based on Intelligent Algorithm

Peng Kong, Xiaoqiang Peng, Weiguo Zhang, Zhenzeng Lian

科研成果: 期刊稿件会议文章同行评审

2 引用 (Scopus)

摘要

The helicopter rotor wing wind tunnel test model is the basic equipment for helicopter wind tunnel test research. On the premise of meeting the requirements of corresponding strength, stiffness, natural frequency and stability, the model mass needs to be light enough to meet the requirements of heave vibration test. To this end, this paper proposes the structure of aluminum alloy skeleton + carbon fiber reinforced composite skin, and in order to obtain good performance, the following steps are used to optimize the parameters of the test model structure: 1. Establish an RBF neural network approximation model; 2. Use multiple island genetic algorithm (MIGA) and the sequential quadratic programming algorithm (SQP) are combined to optimize the thickness of the skeleton and composite materials. The optimization results show that the quality of the model is reduced by 34.05% under the condition that the corresponding requirements of strength, stiffness, natural frequency and stability are met.

源语言英语
文章编号012036
期刊Journal of Physics: Conference Series
1995
1
DOI
出版状态已出版 - 13 8月 2021
已对外发布
活动2021 3rd International Conference on Computer Modeling, Simulation and Algorithm, CMSA 2021 - Shanghai, 中国
期限: 4 7月 20215 7月 2021

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