面向机器人抓取的小型直线串联弹性驱动器设计与控制
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国家自然科学基金项目(51676099)、江苏省高校面上项目(20KJB460023)和中国博士后科学基金面上项目(2022M721613)


Design and Experiment of Miniature Linear Series Elastic Actuator for Robotic Grasping
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    摘要:

    面向机器人力控自适应抓取,设计一种微型直线串联弹性驱动器及其机电一体化系统。开展非线性校正试验,采用BCM法对微型直线串联弹性驱动器感知系统进行校正,以提高力控系统测量精度。基于双位移传感器构建驱动力、位移同步感知方法,并开展模型辨识试验建立目标变形轨迹及驱动力观测模型,根据目标变形轨迹模型建立驱动力PID控制策略。开展阶跃力控与自适应抓取试验,优化力控制器参数并研究串联弹性力控自适应抓取特性。试验结果表明,建立的微型串联弹性驱动器具备感知驱动一体化特性,可在无力传感器的情况下实现驱动力准确感知与控制。微型串联弹性驱动器力控超调量极低,当目标驱动力幅值为15N时,超调量为0.6%。在机器人力控自适应抓取试验中,指尖抓持姿态可通过驱动力控制实现调控,使指尖抓持力方向指向物体质心,从而达到增强抓持稳定性的目的。

    Abstract:

    A micro linear series elastic actuator (LSEA) and its mechatronic system were designed for force controlled robotic adaptive grasping. To enhance the measurement accuracy of the force control system, nonlinearity calibration experiment was performed to calibrate the nonlinearity of sensing system of the micro linear series elastic actuator by utilizing Bezier calibration method (BCM). An actuating force and displacement synchronous sensing method, which is based on dual displacement sensors, was proposed. Identification experiments were performed to develop the target deformation trajectory and actuating force observation models. A PID control strategy based on the target deformation trajectory model was established for actuating force control. Step force control and adaptive grasping experiments were performed to obtain the optimal parameters of the force controller and study the adaptive grasping characteristics of the series elastic actuated grasping system. Experimental results revealed that the micro LSEA could exhibit an accurate sensing and control ability without a force sensor. The LSEA had an extremely low overshoot in actuating force control. For the actuacting force with a amplitude of 15N, the percent overshoot was only 0.6%. In the force controlled robotic adaptive grasping experiment, the grasping posture of the fingertip could be adjusted by the actuating force control. As a result, the direction of the grasping force could be optimized to point to the object center of mass and enhance the grasping stability.

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华洪良,宋杰,廖振强,赵景波.面向机器人抓取的小型直线串联弹性驱动器设计与控制[J].农业机械学报,2022,53(12):445-451. HUA Hongliang, SONG Jie, LIAO Zhenqiang, ZHAO Jingbo. Design and Experiment of Miniature Linear Series Elastic Actuator for Robotic Grasping[J]. Transactions of the Chinese Society for Agricultural Machinery,2022,53(12):445-451.

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  • 收稿日期:2022-08-13
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  • 在线发布日期: 2022-10-17
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