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A perturbation/correlation method for force guided robot assembly

机译:力引导机器人组件的摄动/相关方法

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Force guided robot control is a control scheme based on the interpretation of measured force acting on the robot end effector. A functional map relating the correction of motion to force measurements is generated based on the geometry of the workpiece and its kinematic behavior in interacting with the environment. In the traditional force guided control schemes, the contact force measured by a force sensor is directly fed back to a feedback controller to generate a motion correction signal. In the paper, instead of simply measuring contact forces, we take positive actions by giving perturbation to the end effector and observing the reaction forces to the perturbation in order to obtain much richer and more reliable information. By the correlation between the input perturbation and the resultant reaction forces, we can determine the gradient of the force profile and guide the part correctly. By applying a type of direct adaptive control, the contact force is maintained at the lowest level. This algorithm is applied to a pipe insertion task, in which the insertion force is minimized during the insertion. Based on the process model and stability analysis using the Popov stability criterion, conditions for stable, successful insertion despite nonlinearities and uncertainties in the environment are obtained. The theoretical results are verified using the experimental data. To generate high frequency perturbation, a vibratory end effector using piezoelectric actuators is designed and built. Through both simulations and experiments, the feasibility and usefulness of these methods are demonstrated.
机译:力引导机器人控制是一种基于对作用在机器人末端执行器上的测得力的解释的控制方案。根据工件的几何形状及其在与环境相互作用中的运动学特性,生成将运动校正与力测量相关的功能图。在传统的力引导控制方案中,将由力传感器测量的接触力直接反馈给反馈控制器以生成运动校正信号。在本文中,我们不只是简单地测量接触力,而是通过对末端执行器施加扰动并观察扰动的反作用力来采取积极行动,以获得更丰富,更可靠的信息。通过输入扰动和合成反作用力之间的相关性,我们可以确定力分布的梯度并正确引导零件。通过应用一种直接自适应控制,可以将接触力保持在最低水平。该算法适用于管道插入任务,其中插入力在插入过程中最小化。基于过程模型和使用Popov稳定性准则的稳定性分析,获得了尽管环境中存在非线性和不确定性也能稳定,成功插入的条件。使用实验数据验证了理论结果。为了产生高频扰动,设计并制造了一种使用压电致动器的振动末端执行器。通过仿真和实验,证明了这些方法的可行性和实用性。

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