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Controller for swing-up and balance of single inverted pendulum using SDRE-based solution.

机译:使用基于SDRE的解决方案的单个倒立摆的摆动和平衡控制器。

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摘要

The study of underactuated systems, especially control of the Inverted Pendulum has always excited the control community. Various different controller schemes have been proposed and designed to achieve the task of swing-up and balance of the Inverted pendulum. This work studies one of the recently proposed methods for designing nonlinear controllers, State Dependent Riccati Equation (SDRE). This method works exactly the same way as Linear Quadratic Regulator (LQR), but in this case the plant and input matrices (A( x) and B(x) respectively) are state dependent instead of being constant. This flexibility helps us to gain more precise control over the systems.; This thesis analyzes the Inverted Pendulum and designs a SDRE-Based Controller. The performance of the controller is verified by performing an experimental real-time control on the Inverted Pendulum set-up in Automation & Robotics research institute. Since global stability of SDRE is not guaranteed, so this work also tries to determine the region of asymptotic stability and also tries to find a relationship between region of asymptotic stability and Julia sets. The real-time results obtained show the effectiveness of using SDRE in the design of nonlinear controllers.
机译:对欠驱动系统的研究,尤其是对倒立摆的控制,一直使控制界感到兴奋。已经提出并设计了各种不同的控制器方案以实现倒立摆的摆动和平衡的任务。这项工作研究了最近提出的一种用于设计非线性控制器的方法,即状态相关Riccati方程(SDRE)。此方法的工作原理与线性二次调节器(LQR)完全相同,但是在这种情况下,工厂矩阵和输入矩阵(分别为A(x)和B(x))取决于状态,而不是恒定的。这种灵活性有助于我们对系统进行更精确的控制。本文分析了倒立摆,设计了基于SDRE的控制器。通过对自动化和机器人研究所的倒立摆进行实验性实时控制,可以验证控制器的性能。由于不能保证SDRE的全局稳定性,因此该工作还试图确定渐近稳定性的区域,并试图找到渐近稳定区域与Julia集之间的关系。获得的实时结果表明在非线性控制器设计中使用SDRE的有效性。

著录项

  • 作者

    Dang, Pritpal S.;

  • 作者单位

    The University of Texas at Arlington.;

  • 授予单位 The University of Texas at Arlington.;
  • 学科 Engineering Electronics and Electrical.
  • 学位 M.S.
  • 年度 2004
  • 页码 71 p.
  • 总页数 71
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 无线电电子学、电信技术;
  • 关键词

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