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挖掘机器人柔顺作业与自适应阻抗控制策略研究

Research on Soft Working and Adaptive Impedance Control Strategy of Robotic Excavator

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【作者】 刘李婷冯浩殷晨波曹东辉

【Author】 LIU Li-ting;FENG Hao;YIN Chen-bo;CAO Dong-hui;School of Artificial Intelligence, Nanjing University of Information Science and Technology;United Institute of Excavator Key Technology, Nanjing Tech University;Sany Heavy Machinery Co., Ltd.;

【机构】 南京信息工程大学人工智能学院南京工业大学挖掘机关键技术联合研究所三一重机有限公司

【摘要】 针对施工中挖掘机器人出现的力冲击及振动等问题,提出了挖掘机器人柔顺作业与自适应阻抗控制策略。分析了电液伺服系统的组成和基本特性,建立了挖掘机器人铲斗齿尖与环境接触的动态模型;基于力的跟踪误差实时调整挖掘机器人的期望齿尖位置,间接调整阻抗参数,减少了柔顺控制系统对环境位置和刚度参数的依赖,构建了一种新型挖掘机器人自适应阻抗控制策略。仿真结果表明:相比较于传统阻抗控制方法,所提方法实现了恒定力和动态力的精准跟踪,提高了挖掘机器人作业的稳定性和柔顺性。

【Abstract】 A flexible operation and adaptive impedance control strategy for robotic excavator is proposed to address issues such as force impact and vibration during construction. First, the composition and fundamental characteristics of the electro-hydraulic servo system are analyzed, and a dynamic model of the interaction between the robotic excavator’s bucket tooth tip and the environment is established. Next, based on the force tracking error, the expected position of the robotic excavator’s tooth tip is adjusted in real time, which indirectly modifies the impedance parameters. This approach reduces the reliance of the compliant control system on environmental position and stiffness parameters, leading to the development of a new adaptive impedance control strategy for robotic excavator. The simulation results demonstrate that, compared to traditional impedance control methods, the strategy proposed achieves precise tracking of both constant and dynamic forces, thereby enhancing the stability and flexibility of robotic excavator operations.

【基金】 国家重点研发计划(2021YFB2011904);国家自然科学基金(52105064);中国博士后科学基金(2025T180363);江苏省自然科学基金(BK20221342);国家级大学生创新创业训练计划(202410300053Z);江苏省级大学生创新创业训练计划(202410300053Z);校级大学生创新训练计划(XJDC202410-300209)
  • 【文献出处】 液压气动与密封 ,Hydraulics Pneumatics & Seals , 编辑部邮箱 ,2025年08期
  • 【分类号】TP242;TP273
  • 【下载频次】27
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