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基于改进差分进化算法的飞行器子母平台连接箍带模型参数优化

刘宏伟1,刘海波1,张同荣1,罗伟峰2,张书峰3,潘文强1   

  1. 1. 湖南科技大学
    2. 湖南云箭集团有限公司
    3. 国防科技大学
  • 收稿日期:2025-11-03 修回日期:2026-02-02 出版日期:2026-02-09 发布日期:2026-02-09
  • 通讯作者: 刘海波
  • 基金资助:
    湖南省自然科学基金;国家自然科学基金

Optimization of Model Parameters for Aircraft Parent-Child Platform Connection Hoop Bands Based on Improved Differential Evolution Algorithm

  • Received:2025-11-03 Revised:2026-02-02 Online:2026-02-09 Published:2026-02-09

摘要: 随着现代战争模式的改变,飞行器母平台携带多架无人机远距离投放作战已成为新的作战方式,在飞行器母平台与子系统无人机组成的子母平台中,连接箍带作为连接母平台与子系统的核心承力部件,其性能与可靠性直接关乎作战效能与任务执行的安全性。针对载机挂飞过程中子母平台受随机振动易引发共振的问题,本研究开展了优化设计,综合运用参数化建模、有限元分析、响应面方法及改进差分进化算法,开展多目标协同优化研究。创新性地将响应面法与改进型差分进化算法相结合,通过构建高精度随机响应面模型,将复杂工程问题转化为可量化数学模型,利用改进差分进化算法的全局寻优能力突破传统方法局限,显著提升优化效率与计算精度。优化结果显示,连接箍带的结构应力下降约15%,有效增强了结构的可靠性;箍带的模态偏移率提升近30%,大幅降低共振风险;箍带的质量减重达30%,实现了结构应力降低、共振抑制和结构轻量化的有机统一,最终获得了子母平台连接箍带的最优设计方案,且模型预测值与模拟实验值相对误差在6%以内。该研究为飞行器子母平台性能的提升提供了有效的技术路径,其方法及结论可为同类航空航天装备优化设计提供参考。

关键词: 飞行器, 连接箍带, 参数化建模, 响应面方法, 改进差分进化算法, 多目标协同优化

Abstract: With the evolution of modern warfare paradigms, the operational deployment of multiple unmanned aerial vehicles (UAVs) carried by a mother aircraft platform over long distances has emerged as a novel combat approach. In the mother-child platform system composed of the mother aircraft and its subsystem UAVs, the connecting strap, serving as the core load-bearing component linking the mother platform and subsystems,directly impacts combat effective-ness and mission safety through its performance and reliability. Addressing the resonance risks induced by random vibrations during carrier aircraft flight, this study conducted optimization design by integrating parametric modeling, finite element analysis, response surface methodology, and an improved differential evolution algorithm for multi-objective collaborative optimization. Innovatively combining response surface methodology with the enhanced differ-ential evolution algorithm, this research transformed complex engineering challenges into quantifiable mathematical models through high-precision stochastic response surface modeling. Leveraging the global optimization capability of the improved differential evolution algorithm, the study overcame limitations of conventional methods, achieving signif-icant improvements in optimization efficiency and computational accuracy. Optimization results demonstrated a 15% reduction in structural stress of the connecting strap, substantially enhancing structural reliability. The modal shift rate increased by nearly 30%, dramatically mitigating resonance risks, while achieving a 30% mass reduction. This ac-complished the organic integration of stress reduction, resonance suppression, and structural lightweighting. The final optimized design solution for the mother-child platform connecting strap showed less than 5% relative error between model predictions and simulation test values. This research provides an effective technical pathway for enhancing the performance of aircraft mother-child platforms, with its methodology and conclusions offering valuable references for optimization design of similar aerospace equipment.

Key words: Aircraft, Connecting band, Parametric modeling, Response surface methodology, Improved differential evolution algo-rithm, Multi-objective collaborative optimization

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