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Robust Suboptimal Control of HiMAT Vehicle Based on Improved Genetic Algorithm

机译:基于改进遗传算法的HiMAT车辆鲁棒次优控制

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摘要

In this work, a robust suboptimal controller for the longitudinal-motion of highly maneuverable technology (HiMAT) vehicle is presented. The controller design is centered around a linearized short period rigid model at a Mach 0.9, altitude 20,000 ft and angle of attack 1.19 deg flight condition. The weighting matrices with respect to the suboptimal control scheme, which are used to synthesize a performance index, are selected by an improved genetic algorithm. In addition, in order to improve the robust performance of HiMAT vehicle, parameter uncertainties are considered in the process of genetic search. The simulation results show that both the system states of the HiMAT vehicle and control inputs are all desirable, and the robust performance is acceptable as well, which demonstrates the effectiveness of the proposed method.
机译:在这项工作中,提出了一种用于高度机动技术(HiMAT)车辆纵向运动的鲁棒次优控制器。控制器的设计以0.9马赫的高速度,20,000英尺的高度和1.19度的迎角飞行条件下的线性短期刚性模型为中心。通过改进的遗传算法选择用于综合性能指标的次优控制方案的加权矩阵。另外,为了提高HiMAT车辆的鲁棒性能,在遗传搜索过程中考虑了参数不确定性。仿真结果表明,HiMAT车辆的系统状态和控制输入都符合要求,鲁棒性能也可以接受,证明了该方法的有效性。

著录项

  • 来源
  • 会议地点 Wuhan(CN);Wuhan(CN)
  • 作者

    Zhang Yufeng;

  • 作者单位

    Issue Date: 6-7 March 2010rnrntOn page(s): rnt119rnttrn- 123rnrnrnLocation: Wuhan, ChinarnrnPrint ISBN: 978-1-4244-6388-6rnrnrnrnttrnDigital Object Identifier: href='http://dx.doi.org/10.1109/ETCS.2010.529' target='_blank'>10.1109/ETCS.2010.529 rnrnDate of Current Version: trnrnt2010-05-06 14:33:50.0rnrnt rntt class="body-text">rntname="Abstract">>Abstractrn>In this work, a robust suboptimal controller for the longitudinal-motion of highly maneuverable technology (HiMAT) vehicle is presented. The controller design is centered around a linearized short period rigid model at a Mach 0.9, altitude 20,000 ft and angle of attack 1.19 deg flight condition. The weighting matrices with respect to the suboptimal control scheme, which are;

  • 会议组织
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 计算技术、计算机技术;
  • 关键词

    HiMAT vehicle; genetic algorithm; robust control; suboptimal control; weighting matrices;

    机译:HiMAT车辆;遗传算法;鲁棒控制;次优控制;加权矩阵;

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