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The solar-tracking optimal trajectory planning research based on minimum energy consumption in SSPS

机译:基于SSPS最小能耗的太阳跟踪最优轨迹规划研究

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摘要

Following the initial trajectory planning research on Integrated Symmetrical Concentrated architecture (ISC) which is a kind of a space solar power station (SSPS), a new trajectory optimization scheme adopting dynamic programming is presented, which combines the joint energy consumption with particle swarm optimization (PSO) algorithm. The advantage of the optimizing scheme can mitigate the difficulty in regulation and control due to the inertia shock of huge spatial structure during the course of solar tracking, also it can balance the relationship between energy consuming and concentration efficiency. Firstly, the theory of energy-time integral in velocity space is given for this nonholonomic system; secondly, the angular positions of the joint are expressed as a set of spline interpolating functions expressed by piecewise 4-3-3-4 polynomial interpolation; then the dynamic programming is proposed which is realized by PSO searching algorithm; finally, a geometric method is proposed to analyze the relationship between the optimized position deviation and concentration efficiency, simulation results illustrate that the proposed optimization scheme can great mitigate the velocity sudden change and satisfy the required concentration efficiency. The proposed trajectory optimization strategy has practical engineering value for huge spatial structure especial in mechanism joint accelerant motion. (C) 2018 Elsevier Masson SAS. All rights reserved.
机译:继对空间太阳能发电站(SSPS)的集成对称集中式架构(ISC)的初始轨迹规划研究之后,提出了一种采用动态规划的新轨迹优化方案,该方案将联合能耗与粒子群优化相结合( PSO)算法。优化方案的优点是减轻了太阳跟踪过程中巨大空间结构的惯性冲击所带来的调节和控制困难,也可以平衡能耗与集中效率之间的关系。首先,给出了该非完整系统的速度空间能量时间积分理论。其次,将关节的角位置表示为一组样条插值函数,这些函数由分段4-3-3-4多项式插值表示。提出了通过PSO搜索算法实现的动态规划。最后,提出了一种几何方法来分析优化位置偏差与集中效率之间的关系,仿真结果表明,所提出的优化方案能够大大减轻速度的突然变化并满足所要求的集中效率。所提出的轨迹优化策略对于大型机构联合加速运动的空间结构具有实用的工程价值。 (C)2018 Elsevier Masson SAS。版权所有。

著录项

  • 来源
    《Aerospace science and technology》 |2018年第5期|272-279|共8页
  • 作者

    Jin Qi-Bao; Huang Jin;

  • 作者单位

    Xidian Univ, Minist Educ, Key Lab Elect Equipment Struct Design, 2 South Taibai Rd, Xian 710071, Shanxi, Peoples R China;

    Xidian Univ, Minist Educ, Key Lab Elect Equipment Struct Design, 2 South Taibai Rd, Xian 710071, Shanxi, Peoples R China;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    SSPS; Minimum energy principle; Polynomial interpolation; Dynamic programming; PSO;

    机译:SSPS最小能量原理多项式插值动态规划PSO;
  • 入库时间 2022-08-18 02:23:02

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