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面向機(jī)器人抓取的小型直線串聯(lián)彈性驅(qū)動器設(shè)計與控制
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國家自然科學(xué)基金項目(51676099)、江蘇省高校面上項目(20KJB460023)和中國博士后科學(xué)基金面上項目(2022M721613)


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

    面向機(jī)器人力控自適應(yīng)抓取,設(shè)計一種微型直線串聯(lián)彈性驅(qū)動器及其機(jī)電一體化系統(tǒng)。開展非線性校正試驗,采用BCM法對微型直線串聯(lián)彈性驅(qū)動器感知系統(tǒng)進(jìn)行校正,以提高力控系統(tǒng)測量精度?;陔p位移傳感器構(gòu)建驅(qū)動力、位移同步感知方法,并開展模型辨識試驗建立目標(biāo)變形軌跡及驅(qū)動力觀測模型,根據(jù)目標(biāo)變形軌跡模型建立驅(qū)動力PID控制策略。開展階躍力控與自適應(yīng)抓取試驗,優(yōu)化力控制器參數(shù)并研究串聯(lián)彈性力控自適應(yīng)抓取特性。試驗結(jié)果表明,建立的微型串聯(lián)彈性驅(qū)動器具備感知驅(qū)動一體化特性,可在無力傳感器的情況下實現(xiàn)驅(qū)動力準(zhǔn)確感知與控制。微型串聯(lián)彈性驅(qū)動器力控超調(diào)量極低,當(dāng)目標(biāo)驅(qū)動力幅值為15N時,超調(diào)量為0.6%。在機(jī)器人力控自適應(yīng)抓取試驗中,指尖抓持姿態(tài)可通過驅(qū)動力控制實現(xiàn)調(diào)控,使指尖抓持力方向指向物體質(zhì)心,從而達(dá)到增強(qiáng)抓持穩(wěn)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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華洪良,宋杰,廖振強(qiáng),趙景波.面向機(jī)器人抓取的小型直線串聯(lián)彈性驅(qū)動器設(shè)計與控制[J].農(nóng)業(yè)機(jī)械學(xué)報,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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  • 在線發(fā)布日期: 2022-10-17
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