基于LW-RCP的双倒立摆过渡控制

Jongik Jeong, Doyoon Ju, Yusuke Fujiyama, Young-Sam Lee
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引用次数: 0

摘要

研究了具有一个稳定平衡点和三个不稳定平衡点的双倒立摆系统的过渡控制问题。我们提出了一种利用实验室制造的双倒立摆和扩展摆动控制来实现过渡控制的方法。该方法采用一种前馈与反馈相结合的二自由度控制结构。为了获得离线前馈轨迹,我们构造了一个具有两点边值的最优控制问题,该问题具有动力学方程约束、平衡点边值约束和输入输出约束。以能量作为最优控制问题的代价,采用直接配置方法将带约束的连续时间最优控制问题转化为非线性优化问题。在实时控制中,我们使用时变LQ控制器作为反馈控制器,补偿前馈控制的不确定性,并精确跟踪前馈轨迹。我们使用实验室构建的轻量级快速控制原型(LW-RCP)系统实现了基于高层思维的过渡控制,以缩短设计时间并在设计和实验过程中提供有用的信息。最后,我们进行了实际的过渡控制实验,并利用实验结果验证了所提方法的性能。
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Transition Control of a Double Inverted Pendulum Using an LW-RCP
This study investigates the transition control problem for a double inverted pendulum system, which has one stable and three unstable equilibrium points. We propose a method for implementing transition control using a lab-built double inverted pendulum and extend swing-up control to achieve this. The proposed method uses a two-degree-of-freedom control structure that combines feedforward and feedback controls. To obtain the feedforward trajectories offline, we construct an optimal control problem with two-point boundary values that has constraints on the dynamic equations, boundary values at the equilibrium points, and input and output constraints. We use energy as the cost of the optimal control problem and employ a direct collocation method to transform the continuous-time optimal control problem with constraints into a nonlinear optimization problem. During real-time control, we use a time-varying LQ controller as a feedback controller to compensate for the uncertainty of feedforward control and accurately follow the feedforward trajectories. We implement the proposed transition control based on high-level thinking using the lab-built light-weight rapid control prototyping (LW-RCP) system to shorten the design time and provide useful information in the design and experiment processes. Finally, we perform an actual transition control experiment and validate the performance of the proposed method using the experimental results.
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CiteScore
1.50
自引率
0.00%
发文量
128
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