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Contrastive analysis of dynamics modelling and parameters identification for a flexible finger joint based on cable-driven series elastic actuator

机译:基于电缆驱动的串联弹性致动器的柔性手指关节动力学建模和参数辨识的对比分析

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This paper presents a study on the dynamics modelling and parameters identification of a flexible finger joint, which is based on Cable-Driven Series Elastic Actuator (CDSEA). This kind of CDSEA includes of a pair of driving and returning cable modules, which provides the driving torque of a small finger joint. The driving cable is driven by a DC motor and miniature ballscrew, and the returning cable is back driven by a linear spring. The wirerope is simplified as mass-spring-damper system model, and considering the local dynamics characters and different inputting sensors data, six kinds of dynamic models are presented for the flexible finger joint in this study. Furthermore, the dynamic models are identified using the inverse dynamic identification model with least square method, and the contrastive analysis of the experimental results show that the raster displacement detection system can help to realize good performance and accuracy of parameters identification, and these six kinds of dynamic models can be furtherly used in the position control, external force estimation and force control of the flexible finger joint based on CDSEA.
机译:本文介绍了一种基于电缆驱动串联弹性致动器(CDSEA)的柔性手指接头的动力学建模和参数识别研究。这种CDSEA包括一对驾驶和返回电缆模块,其提供小手指接头的驱动扭矩。驱动电缆由直流电机和微型滚珠丝杠驱动,返回电缆由线性弹簧驱动。丝网被简化为质量弹簧阻尼系统模型,并且考虑到本地动态字符和不同的输入传感器数据,在本研究中为灵活的手指接头提出了六种动态模型。此外,使用具有最小二乘法的逆动态识别模型来识别动态模型,实验结果的对比分析表明,光栅位移检测系统可以有助于实现参数识别的良好性能和准确性,以及这六种动态型号可以进一步用于基于CDSEA的柔性手指接头的位置控制,外力估计和力控制。

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