• 中国计算机学会会刊
  • 中国科技核心期刊
  • 中文核心期刊

J4 ›› 2012, Vol. 34 ›› Issue (5): 89-94.

• 论文 • 上一篇    下一篇

分布估计算法在航天器近距离最优交会中的应用

张琪新,王士星   

  1. ( 1.海军航空工程学院控制工程系,山东 烟台 264001;2.清华大学计算机科学与技术系,北京 100084)
  • 收稿日期:2011-03-24 修回日期:2011-06-24 出版日期:2012-05-25 发布日期:2012-05-25
  • 基金资助:

    国家863计划资助项目;国家自然科学基金资助项目(61004002)

Application of the EDA Algorithm in the Near Range Optimal Rendezvous for Spacecrafts

ZHANG Qixin,WANG Shixing   

  1. (1.Department of Control Engineering,Naval Aeronautical and Astronautical University,Yantai 264001;2.Department of Computer Science and Technology,Tsinghua University,Beijing 100084,China)
  • Received:2011-03-24 Revised:2011-06-24 Online:2012-05-25 Published:2012-05-25

摘要:

针对空间在轨服务飞行器实施近距离变轨最优化问题,探讨了在能量和时间两项指标情况下,航天器轨道机动中能量时间综合最优化的研究方法。基于CW方程,推导了在轨服务器在双冲量变轨时的特征速度,以时间燃料为指标构造了相应的模型,并针对基本遗传算法局部搜索能力不强的问题,采用一种新的利用统计学习手段从群体宏观角度建立描述解分布的分布估计算法。仿真结果表明,该分布估计算法可加速算法的收敛,具有良好的优化能力,能够从宏观上对整个群体建立模型,得到了混合指标下时间和能量关系,实现近距离变轨最优指标的精确数值模拟。从数值结果的对比分析中得出了一些有意义的结论,可供下一步研究参考。

关键词: 空间在轨服务飞行器, 能量时间, 双冲量变轨, 分布估计算法

Abstract:

The methods for the optimization of timeenergy in the orbit maneuvering of spacecraft under two indexes, with emphasis on the optimization of near range orbit, are explored. By means of the CW equations, the characteristic velocity is derived for the onorbit servicing spacecraft using a twoimpulse orbit. The numerical calculation shows that EDA can accelerate the convergence of the algorithm, and has good optimal capability. It can also build a macro model for the entire group, getting time and energy relations under the mixed indicators. As a result, an accurate numerical simulation of the optimal indexes in the near range is realized. From the numerical results and comparison between these results, some conclusions of significance are drawn, which  provides reference for future research.

Key words: onorbit servicing spacecraft;time and energy;two impulses orbit maneuver;EDA