基于力误差及其变化率的改进自适应阻抗控制

Improved Adaptive Impedance Control Based on Force Error and Its Rate of Change

  • 摘要: 针对在地缸中对酒醅挖取过程中使用目前阻抗控制策略时存在接触瞬间接触力过大的问题,提出了一种基于力误差及其变化率在线调整阻尼系数的改进自适应阻抗控制策略。首先,针对接触力超调过大的问题,将自适应阻抗控制算法与PD(Proportional-Differential)控制思想相结合,即以力误差及其变化率作为输入设计了改进自适应阻抗控制律,通过实时调整阻尼系数,在减小力超调的同时,实现力跟踪。随后,基于李雅普诺夫稳定性理论,得到了系统稳定时的参数选取原则。最后,仿真和实验结果表明,本文提出的方法在保持低的力跟踪误差同时,能够有效减小接触阶段的力超调,提升机器人操作的稳定性。

     

    Abstract: To mitigate the excessive instantaneous contact forces exerted during the excavation of fermented grains from ground tanks using conventional impedance control strategies, an improved adaptive impedance control strategy that dynamically adjusts the damping coefficients is proposed based on a real-time force error and its change rate. First, to address the excessive overshoot of the exerted contact force, the adaptive impedance control algorithm is integrated with the proportional-differential(PD) control concept. Specifically, an improved adaptive impedance control law is formulated using the force error and its change rate as inputs. Thus, by adjusting the damping coefficient in real time, the force overshoot is suppressed while achieving force tracking. Subsequently, the parameter selection criteria for system stability are obtained based on Lyapunov′s stability theory. Finally, the simulation and experimental results reveal that the proposed method can effectively suppress force overshoot during contact while maintaining a low force-tracking error, thereby enhancing the stability of robot operation.

     

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