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Automated Tripod Leveling and Parameter Estimation for a Granular-fill Insulation Distributing Robot

机译:用于颗粒填充绝缘分布机器人的自动三脚架平整和参数估计

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In this paper, an approach to modeling, controller design, and parameter estimation for a self-leveling tripod base is presented. The foldable tripod requires manual set-up and its exact leg positions are therefore unknown, although knowledge of the leg configuration is needed for motion planning and also allows better control of the leveling task. An analysis of the geometry is presented, enabling parameter estimation based on finding the tilt axes of the tripod by moving both actuators separately in sequence. This is then generalized for the estimation from an arbitrary movement of the actuators. Further, a linear state-space model is derived with the estimated parameters, which serves as the basis for LQG controller design. The tripod configuration estimation is experimentally verified and provides sufficient accuracy for both the motion planning and leveling tasks. By using a linear Kalman filter, the leveling control achieves good results despite significant measurement errors caused by structural vibrations.
机译:本文介绍了一种对自平脚架基础的建模,控制器设计和参数估计的方法。折叠三脚架需要手动设置,因此其确切的腿位置未知,尽管运动规划需要对腿部配置的知识,并且还可以更好地控制调平任务。提出了几何形状的分析,通过以序列单独移动两个致动器来启用基于三脚架的倾斜轴来实现参数估计。然后,这是从致动器的任意运动估计的估计。此外,线性状态空间模型衍生利用估计的参数,其用作LQG控制器设计的基础。经过实验验证三脚架配置估计,并为运动规划和调平任务提供足够的准确性。通过使用线性卡尔曼滤波器,尽管由结构振动引起的显着测量误差,但调平控制达到了良好的结果。

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