Modeling and analysis of hysteresis using the Maxwell-slip model for variable stiffness actuators

Huibin Qin , Zefeng Zhang , Zhili Hou , Lina Li , Kai Liu , Shaoping Bai
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Abstract

Hysteresis non-linearity in variable stiffness actuators (VSAs) causes significant torque errors and reduces the stability of the actuators, leading to poor human–computer interaction performance. At present, fewer hysteresis compensation models have been developed for compliant drives, so it is necessary to establish a suitable hysteresis model for compliant actuators. In this work, a new model with a combination of the Maxwell-slip model and virtual deformation is proposed and applied to an elbow compliant actuator. The method divides the periodic variation of the actuator into three parts: an ascending phase, a descending phase, and a transition phase. Based on the concept of virtual deformation, the nonlinear hysteresis curve is transformed into a polyline, and the output torque is estimated using the revised Maxwell-slip model. The simulation results are compared with the experimental data. Its torque error is controlled within 0.2Nm, which validates the model. An inverse model is finally established to calculate the deformation deflection angle for hysteresis compensation. The results show that the inverse model has high accuracy, and the deformation deflection is less than 0.15 rad.

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利用麦克斯韦-滑动模型对可变刚度致动器的滞后现象进行建模和分析
可变刚度致动器(VSA)中的滞后非线性会造成显著的扭矩误差,降低致动器的稳定性,从而导致人机交互性能低下。目前,针对顺从式驱动器开发的滞后补偿模型较少,因此有必要为顺从式致动器建立一个合适的滞后模型。在这项工作中,提出了一种结合麦克斯韦滑移模型和虚拟变形的新模型,并将其应用于肘顺应致动器。该方法将致动器的周期性变化分为三个部分:上升阶段、下降阶段和过渡阶段。根据虚拟变形的概念,将非线性滞后曲线转换为折线,并使用修正的麦克斯韦滑移模型估算输出扭矩。模拟结果与实验数据进行了比较。其扭矩误差控制在 0.2Nm 以内,验证了模型的有效性。最后建立了一个逆模型来计算用于滞后补偿的变形偏转角。结果表明,逆模型具有很高的精度,变形偏转小于 0.15 弧度。
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