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Fuzzy-PID control for the position loop of aerial inertially stabilized platform

机译:惯性稳定平台位置环的模糊PID控制

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摘要

Due to multiple-source disturbances, frame dynamic characteristics of aerial inertially stabilized platform (ISP) changes, leading to nonlinear and time-varying position loop error. Therefore, conventional PID control with fixed parameters can't bring performance of high accuracy and fast response. In this paper, control strategy that sets K_d at a certain value, and adjusts K_p and K_i in real time is proposed. Meanwhile, a fuzzy-PID controller selecting position loop error and its changing rate as observed value is designed with online modification of proportion and integration parameters. The principle prototype of aerial ISP made by our research group helps to conduct static leveling and dynamic vehicle experiments. The results indicate that overall performance of the platform is improved much for the reason that compared with conventional PID control, the fuzzy-PID control brings faster leveling speed and better steady precision.
机译:由于多源干扰,空中惯性稳定平台(ISP)的框架动态特性发生变化,从而导致非线性和时变位置环误差。因此,传统的具有固定参数的PID控制不能带来高精度和快速响应的性能。本文提出了一种将K_d设置为一定值并实时调整K_p和K_i的控制策略。同时,通过在线修改比例和积分参数,设计了一种以位置环误差及其变化率作为观测值的模糊PID控制器。我们的研究小组制造的空中ISP原理原型有助于进行静态调平和动态车辆实验。结果表明,与传统的PID控制相比,Fuzzy-PID控制带来了更快的调平速度和更好的稳定精度,从而大大提高了平台的整体性能。

著录项

  • 来源
    《Aerospace science and technology》 |2014年第7期|21-26|共6页
  • 作者单位

    School of Instrumentation and Optoelectronic Engineering, Beihang University, XueYuan Road No. 37, Hai Dian District, Beijing, 100191, China;

    China Academy of Aerospace Aerodynamics, Beijing, 100074, China;

    School of Instrumentation and Optoelectronic Engineering, Beihang University, Beijing, 100191, China;

    School of Instrumentation and Optoelectronic Engineering, Beihang University, Beijing, 100191, China;

    School of Instrumentation and Optoelectronic Engineering, Beihang University, Beijing, 100191, China;

    School of Instrumentation and Optoelectronic Engineering, Beihang University, Beijing, 100191, China;

    School of Automation Science and Electronical Engineering, Beihang University, Beijing, 100191, 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

    Aerial inertially stabilized platform; Position loop; Fuzzy control; PID control;

    机译:空中惯性稳定平台;位置环;模糊控制;PID控制;
  • 入库时间 2022-08-18 02:32:23

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