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A novel fully-integrated miniature six-axis force/torque sensor 被引量:5
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作者 王嘉力 Xie Zongwu +2 位作者 Liu Hong Jiang Li Gao Xiaohui 《High Technology Letters》 EI CAS 2006年第3期235-238,共4页
This paper presents a new designed miniature six DOF (degree of freedom) force/torque sensor. This sensor is fully integrated with a micro DSP (digital signal processor), so all the signal conditioning, A/D, decou... This paper presents a new designed miniature six DOF (degree of freedom) force/torque sensor. This sensor is fully integrated with a micro DSP (digital signal processor), so all the signal conditioning, A/D, decoupling, digital-signals serial output are performed in the sensor. Some experimental results are presented to demonstrate the capability of the proposed design. Finally, a neural network was used for decoupling the interacting signals, compared with the conventional method using the inverse matrix, this new method is more accurate. 展开更多
关键词 six-axis force sensor sensing element CALIBRATION neural network
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Optimal design and experiment research of an orthogonal-parallel six-axis force/torque sensor
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作者 Wang Zhijun Liu Lu +2 位作者 Cui Bingyan He Jing Li Zhanxian 《High Technology Letters》 EI CAS 2021年第2期184-192,共9页
A novel orthogonal-parallel six-axis force/torque sensor is studied based on a modified Stewart platform architecture,and the optimal design and experiment research of the sensor are discussed.Firstly,the model of ort... A novel orthogonal-parallel six-axis force/torque sensor is studied based on a modified Stewart platform architecture,and the optimal design and experiment research of the sensor are discussed.Firstly,the model of orthogonal parallel six-axis force/torque sensor based on improved Stewart platform architecture and its static mathematical model are proposed.Secondly,according to the actual working condition of the sensor,the sensor is optimized and the optimal solution is obtained.Then,the experimental prototype and calibration system is developed.Finally,the superiority of the sensor structure and the effectiveness of the optimization method are verified by calibration experiments.The results of the proposed method are useful for the further research and application of the orthogonal-parallel six-axis force/torque sensor. 展开更多
关键词 six-axis force sensor optimal design online static calibration working condition
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Design and calibration of spoke piezoelectric six-dimensional force/torque sensor for space manipulator 被引量:2
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作者 Yingjun LI Guicong WANG +3 位作者 Shuai ZHANG Yuanqin ZHOU Hongyu LI Zhenguang QI 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2024年第1期218-235,共18页
The large manipulator outside the space cabin is a multi-degree of freedom actuator for space operations.In order to realize the automatic control and flexible operation of the space manipulator,a novel spoke structur... The large manipulator outside the space cabin is a multi-degree of freedom actuator for space operations.In order to realize the automatic control and flexible operation of the space manipulator,a novel spoke structure piezoelectric six-dimensional force/torque sensor with redundancy ability,high stiffness and good decoupling performance is innovatively proposed.Based on the deformation coordination relationship,the redundancy measurement mechanism is revealed.The mathematical models of the sensor with and without branch fault are established respectively.The finite element model is established to verify the feasibility of structure and redundancy measuring principle of the sensor.Depending on the theoretical analysis and simulation analysis,the prototype of the sensor is developed.Static and dynamic calibration experiments are carried out.The actual output voltage signal of the six-dimensional force/torque sensor is collected to establish the equation between the standard input applied load and the actual output voltage signal.Based on ant colony optimized BP algorithm,performance indexes of the sensor with and without branch fault are analyzed respectively.The experimental results show that the spoke piezoelectric sixdimensional force/torque sensor with the eight-point support structure has good accuracy and reliability.Meanwhile,it has strong decoupling characteristic that can effectively shield the coupling between dimensions.The nonlinear errors and maximum interference errors of decoupled data with and without branch faults are less than 1% and 2%,respectively.The natural frequency of the sixdimensional force sensor can reach 2856.45 Hz and has good dynamic characteristics.The research content lays a theoretical and experimental foundation for the design,development and application of the new six-dimensional force/torque sensors with redundancy.Meanwhile,it will significantly improve the research level in this field,and provide a strong guarantee for the smooth implementation of force feedback control of the space station manipulator project. 展开更多
关键词 Decoupling algorithm PIEZOELECTRIC REDUNDANCY Six-dimensional force/torque sensor Space manipulator
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Development and Calibration of a Hyperstatic Six-component Force/Torque Sensor 被引量:9
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作者 HOU Yulei YAO Jiantao ZENG Daxing CHEN Jie ZHAO Yongsheng 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2009年第4期505-513,共9页
The six-component force/torque sensor has become one kind of the most important sensors with the ability of measuring all the external forces and torques. A novel hyperstatic six-component force/torque sensor based on... The six-component force/torque sensor has become one kind of the most important sensors with the ability of measuring all the external forces and torques. A novel hyperstatic six-component force/torque sensor based on the Stewart platform structure, which can be used for the force measurement of the robot wrist, is proposed, and its structural optimal design, finite element analysis and calibration experimentation is presented. The characteristic of the sensor structure is analyzed in comparison with the traditional Stewart platform-based sensor. The mathematical expression of the sensor's force mapping matrix is introduced. The condition number and generalized amplifying coefficient defined by singular values of force Jacobian matrix are used to evaluate the performances of isotropy and sensitivity of the sensor respectively. The optimal design of the sensor structure is performed with the objective of achieving high measurement sensitivity and good isotropy. The sensor prototype is fabricated, and the static and dynamic characteristics of the sensor are analyzed with finite element analysis software package ANSYS. The calibration device is manufactured, and the data acquisition and processing system is developed. The theoretical and experimental study of the static calibration of the sensor prototype is carried out. The results of simulation analysis and calibration experimentation prove the feasibility of the hyperstatic sensor structure, and the contents of this paper possess theoretical significance and engineering value for the further research and practical application of the six-component force sensor. 展开更多
关键词 force/torque sensor six-component hyperstatic finite element analysis CALIBRATION
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Force/Moment Isotropy of 8/4-4 Parallel Six-Axis Force Sensor Based on Performance Atlases 被引量:3
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作者 Song Weishan Li Chenggang +3 位作者 Wang Chunming Song Yong Wu Zefeng Rajnathsing Hemant 《Transactions of Nanjing University of Aeronautics and Astronautics》 EI CSCD 2018年第6期1018-1026,共9页
A six-axis force sensor with parallel 8/4-4 structure is introduced and its measurement principle is analyzed.Based on condition numbers of Jacobian matrix spectral norm of the sensor,the relationship between the forc... A six-axis force sensor with parallel 8/4-4 structure is introduced and its measurement principle is analyzed.Based on condition numbers of Jacobian matrix spectral norm of the sensor,the relationship between the force and moment isotropy and some structural parameters is deduced.Orthogonal test methods are used to determine the degree of primary and secondary factors that have significant effect on sensor characteristics.Furthermore,the relationship between each performance index and the structural parameters of the sensor is analyzed by the method of the atlas,which lays a foundation for structural optimization design of the force sensor. 展开更多
关键词 six-axis force sensor JACOBIAN matrix condition number ISOTROPY ORTHOGONAL test indices ATLASES
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Dynamic analysis of double-layer and pre-stressed multi-limb six-axis force sensor 被引量:1
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作者 Wang Zhijun He Jing +1 位作者 Cui Bingyan Li Zhanxian 《High Technology Letters》 EI CAS 2019年第2期189-196,共8页
In order to adapt to the specific task, the six-axis dynamic contact force between end-effectors of intelligent robots and working condition needs to be perceived. Therefore, the dynamic property of six-axis force sen... In order to adapt to the specific task, the six-axis dynamic contact force between end-effectors of intelligent robots and working condition needs to be perceived. Therefore, the dynamic property of six-axis force sensor which is installed on the end-effectors of intelligent robots will have influence on the veracity of detection and judgment to working environment contact force by intelligent robots directly. In this paper, dynamic analysis to double-layer and pre-stressed multi-limb six-axis force sensor is conducted. First, the structure of the sensor is introduced, and the limb number is confirmed by introducing the related definitions of convex analysis. Then, based on vibration of multiple-degree-of-freedom system, a mechanical vibration simplified model of double-layer and pre-stressed multiple limb six-axis force sensor is set up. After that, movement differential equations of sensor and the response of analytical expression are deduced, and the movement differential equations is solved. Finally, taking the double-layer and pre-stressed seven limb six-axis force sensor as an example, numerical calculation and simulation of deriving result is conducted, which verify the correctness and feasibility of the theoretical analysis. 展开更多
关键词 six-axis force sensor multi-limb pre-stressed mechanical vibration dynamic analysis
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Miniature 6-axis force/torque sensor for force feedback in robot-assisted minimally invasive surgery
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作者 李坤 潘博 +3 位作者 高文朋 封海波 付宜利 王树国 《Journal of Central South University》 SCIE EI CAS CSCD 2015年第12期4566-4577,共12页
In order to restore force sensation to robot-assisted minimally invasive surgery(RMIS),design and performance evaluation of a miniature 6-axis force/torque sensor for force feedback is presented.Based on the resistive... In order to restore force sensation to robot-assisted minimally invasive surgery(RMIS),design and performance evaluation of a miniature 6-axis force/torque sensor for force feedback is presented.Based on the resistive sensing method,a flexural-hinged Stewart platform is designed as the flexible structure,and a straightforward optimization method considering the force and sensitivity isotropy of the sensor is proposed to determine geometric parameters which are best suited for the given external loads.The accuracy of this method is preliminarily discussed by finite element methods(FEMs).The sensor prototype is fabricated with the development of the electronic system.Calibration and dynamic loading tests for this sensor prototype are carried out.The working ranges of this sensor prototype are 30 N and 300 N·mm,and resolutions are 0.08 N in radial directions,0.25 N in axial direction,and 2.4 N·mm in rotational directions.It also exhibits a good capability for a typical dynamic force sensing at a frequency close to the normal heart rate of an adult.The sensor is compatible with surgical instruments for force feedback in RMIS. 展开更多
关键词 force feedback force/torque sensor Stewart platform optimal design robot-assisted minimally invasive surgery
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Ground demonstration system based on in-orbit assembly oriented manipulator flexible force control 被引量:2
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作者 乔冠宇 Gao Huibin +3 位作者 Peng Cheng Gu Yingying Xu Zhenbang Xu Boqian 《High Technology Letters》 EI CAS 2017年第3期271-278,共8页
To eliminate the load weight limit of carrier rockets and reduce the burden on support structures,in-orbit assembly is a key technology to make design of scattering a large diameter telescope into submirror modules,wh... To eliminate the load weight limit of carrier rockets and reduce the burden on support structures,in-orbit assembly is a key technology to make design of scattering a large diameter telescope into submirror modules,which requires smooth operation of assembly robots,and flexible force control technology is necessary. A ground demonstration system is presented for in-orbit assembly focusing on flexible force control. A six-dimensional force/torque sensor and its data acquisition system are used to compensate for gravity. For translation and rotation,an algorithm for flexible control is proposed. A ground transportation demonstration verifies accuracy and smoothness of flexible force control,and the transportation and assembly task is completed automatically. The proposed system is suitable for the development of in-orbit assembly robots. 展开更多
关键词 flexible force control gravity compensation ground demonstration system in-orbit assembly manipulator six-dimensional force/torque sensor
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压电四维测力仪扭矩测量精度提升
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作者 张军 张鹏 +3 位作者 滕玄德 蔡佳乐 王郁赫 任宗金 《光学精密工程》 北大核心 2025年第10期1584-1593,共10页
现有压电式四维力测量方法中,扭矩有通过侧向力解算和直接测量两种方式,解算法适用性广但受分力间交叉耦合影响大,直接测量理论精度较高但传感器布置方式受限。本文提出通过传感器内增加石英晶组,不依赖传感器特殊布置而实现扭矩直接测... 现有压电式四维力测量方法中,扭矩有通过侧向力解算和直接测量两种方式,解算法适用性广但受分力间交叉耦合影响大,直接测量理论精度较高但传感器布置方式受限。本文提出通过传感器内增加石英晶组,不依赖传感器特殊布置而实现扭矩直接测量的四维力测量方案。首先,确定传感器布局方案,在现有三向力测量基础上,各传感器内新增剪切力测量晶组用以测量扭矩;定义传感器加工、装配过程的误差,建立两种测量方法下扭矩测量误差传递模型,通过数值仿真对比测量精度上的差异;设计制备了测力仪,对测力仪关键尺寸进行参数化分析;开展静、动态性能检定实验,在此基础上,开展了多点扭矩加载标定实验,利用两种测量方案计算扭矩。实验结果表明:测力仪最大非线性误差、重复性误差<0.5%,向间干扰<3%,测力仪各向固有频率>1400 Hz,静、动态性能符合设计要求;多点扭矩加载实验中新方案均方误差降低83.4%,最大测量误差降低26.5%。验证了新方案在提高扭矩测量精度方面的有效性,具有广泛的应用前景。 展开更多
关键词 扭矩测试精度 四维力测量 四向力传感器 测力仪设计 参数化分析
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采用长短期记忆神经网络的压电式六维力/力矩传感器解耦算法
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作者 亓振广 王桂从 +2 位作者 褚宏博 张帅 李映君 《西安交通大学学报》 北大核心 2025年第4期158-170,共13页
针对压电式六维力/力矩传感器存在的维间耦合导致传感器测力性能下降问题,提出了一种基于长短期记忆神经网络(LSTM)的压电式六维力/力矩传感器解耦算法。首先,通过六维力传感器静态标定实验,获取解耦算法所需的实验数据,并对其进行处理... 针对压电式六维力/力矩传感器存在的维间耦合导致传感器测力性能下降问题,提出了一种基于长短期记忆神经网络(LSTM)的压电式六维力/力矩传感器解耦算法。首先,通过六维力传感器静态标定实验,获取解耦算法所需的实验数据,并对其进行处理;然后,通过分析传感器维间耦合产生的原因及LSTM神经网络解耦原理,构建LSTM神经网络解耦模型;最后,采用基于LSTM神经网络的解耦算法,对传感器输出的多维非线性特性开展优化,解耦后得到传感器输入、输出之间的映射关系和对应的输出数据,并与径向基函数(RBF)及最小二乘(LS)解耦算法进行对比分析。研究结果表明:所使用四点支撑式压电六维力传感器的最大重复性误差为1.55%;采用基于LSTM的神经网络算法解耦后,传感器输出结果的最大非线性误差、交叉耦合误差分别为0.55%和0.28%,均小于RBF和LS算法。LSTM神经网络解耦算法能有效减少六维力/力矩传感器的维间耦合,提高传感器的测量精度,对航空航天领域的发展具有参考意义。 展开更多
关键词 六维力/力矩传感器 压电式 解耦算法 长短期记忆神经网络 维间耦合
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空间机械臂用六维力传感器温度补偿方法
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作者 王晨 姜鑫 +1 位作者 屈文轩 桓茜 《系统仿真技术》 2025年第1期50-55,共6页
针对空间机械臂用六维力传感器在空间作业时因温度极速变化引起较为严重的温度漂移问题,提出一种基于径向基函数(RBF)神经网络的高效温度补偿方法。首先,建立空间机械臂用六维力传感器的温度补偿模型。其次,为提高模型的补偿效率,利用... 针对空间机械臂用六维力传感器在空间作业时因温度极速变化引起较为严重的温度漂移问题,提出一种基于径向基函数(RBF)神经网络的高效温度补偿方法。首先,建立空间机械臂用六维力传感器的温度补偿模型。其次,为提高模型的补偿效率,利用改进的粒子群优化(PSO)算法对补偿模型的主要参数进行优化,以获取最佳补偿模型。在此基础上,结合空间机械臂用六维力传感器高低温标定实验,验证温度补偿方法的可靠性。验证结果表明,与最小二乘法、极限学习机(ELM)、标准RBF神经网络和PSO-RBF神经网络方法相比,基于径向基函数神经网络的高温补偿算法的精度更高,补偿后的空间机械臂用六维力传感器的实际温度漂移误差降至0.27%满量程。 展开更多
关键词 空间机械臂 六维力传感器 温度补偿 灵敏度 误差
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用于高精度电动钻孔器的复合力传感器设计
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作者 顾井飞 陈兴强 《安阳工学院学报》 2024年第6期26-34,共9页
设计了一种用于高精度电动钻孔器的复合力传感器,能够为电动钻孔器的转速及进给速度的自动调节提供准确有效的反馈判断参数。传感器安装在电动钻孔器的驱动轴和钻头之间,能够将钻头受到的扭矩和沿轴线方向的阻力实时反馈给控制机构。传... 设计了一种用于高精度电动钻孔器的复合力传感器,能够为电动钻孔器的转速及进给速度的自动调节提供准确有效的反馈判断参数。传感器安装在电动钻孔器的驱动轴和钻头之间,能够将钻头受到的扭矩和沿轴线方向的阻力实时反馈给控制机构。传感器的旋转轴和弹性体采用一体式结构,通过力学计算确定了其应变与扭矩和轴向阻力成近似线性关系;利用有限元方法分析了弹性体的应变分布、扭力和阻力之间的相互影响和极限形变;通过实验,得到了传感器的解耦矩阵。实践表明,传感器扭矩信号的灵敏度可达2.6 mV·V^(-1),综合测量误差≤0.5%,阻力信号的灵敏度可达2.2 mV·V^(-1),综合测量误差≤2%。传感器安装在电动钻孔器上,能够将扭矩信息和阻力信息实时反馈给控制机构,有助于电动钻孔器及时和准确地对转速和进给速度进行主动调节。 展开更多
关键词 力敏传感器 扭矩测量 阻力测量 有限元分析 解耦矩阵
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一种基于TMR技术的力矩传感器设计
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作者 严逢辉 潘鸣 《智能物联技术》 2024年第5期92-98,共7页
针对电助力自行车的动态力矩测量,设计一种基于穿隧磁阻(Tunneling Magneto Resistive,TMR)的一维力/力矩的检测系统以及一种无线数能同传系统,用于测量人体在骑行过程中,施加在中轴上的力矩,并实现力矩传感器信号的多级放大以及信号采... 针对电助力自行车的动态力矩测量,设计一种基于穿隧磁阻(Tunneling Magneto Resistive,TMR)的一维力/力矩的检测系统以及一种无线数能同传系统,用于测量人体在骑行过程中,施加在中轴上的力矩,并实现力矩传感器信号的多级放大以及信号采集软件和硬件的设计。应用控制器局域网络(Controller Area Network,CAN)总线接口与外部上层控制器通信,实时计算和传递电助力自行车骑行过程中的力矩信号。实验结果证明,该传感系统能够完成脚底踩踏力矩信息的实时采集、计算与通信。 展开更多
关键词 电助力自行车 动态力矩测量 力/力矩传感器
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压磁效应及其在传感器中的应用 被引量:24
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作者 郭沛飞 贾振元 +1 位作者 杨兴 齐薇 《压电与声光》 CSCD 北大核心 2001年第1期26-29,共4页
铁磁性材料受到机械力的作用时 ,它的内部产生应变 ,导致导磁率发生变化 ,产生压磁效应。利用压磁效应可以开发出各种压磁式传感器 ,包括压磁式非接触扭矩传感器 ,压磁式非晶带加速度传感器和压磁式压力传感器等。文章重点介绍上述传感... 铁磁性材料受到机械力的作用时 ,它的内部产生应变 ,导致导磁率发生变化 ,产生压磁效应。利用压磁效应可以开发出各种压磁式传感器 ,包括压磁式非接触扭矩传感器 ,压磁式非晶带加速度传感器和压磁式压力传感器等。文章重点介绍上述传感器的原理 。 展开更多
关键词 压磁效应 扭矩传感器 加速度传感器 压力传感器 铁磁性材料
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平板式压电六维力/力矩传感器的研制 被引量:12
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作者 刘俊 秦岚 +2 位作者 李敏 刘京诚 薛联 《光学精密工程》 EI CAS CSCD 北大核心 2011年第7期1569-1579,共11页
针对弹性体式六维力/力矩传感器存在的技术瓶颈,提出了一种新型平板式压电六维力/力矩传感器。首先,介绍了传感器的结构和工作原理,提出了两种石英晶片组布置方案。然后,推导了两种布置方案的传感器的数学模型,并建立了有限元模型,仿真... 针对弹性体式六维力/力矩传感器存在的技术瓶颈,提出了一种新型平板式压电六维力/力矩传感器。首先,介绍了传感器的结构和工作原理,提出了两种石英晶片组布置方案。然后,推导了两种布置方案的传感器的数学模型,并建立了有限元模型,仿真得到了两种结构传感器输出的电荷灵敏度、维间干扰、固有频率等重要参数,确定了石英晶片组相对合理的布置方式。最后,对传感器进行了静态和动态标定。研究结果表明:传感器结构简单合理、仿真分析方法和数学模型正确,固有频率>25 kHz,使用退耦矩阵后传感器的维间干扰<3%,基本满足传感器的设计指标。 展开更多
关键词 压电传感器 六维传感器 力/力矩传感器 有限元分析
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基于六维力传感器的工业机器人末端负载受力感知研究 被引量:48
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作者 张立建 胡瑞钦 易旺民 《自动化学报》 EI CSCD 北大核心 2017年第3期439-447,共9页
针对工业机器人末端负载与外界环境接触力的感知需求,在机器人法兰与负载之间设置六维力传感器,并研究一套标定与计算方法,综合考虑负载重力作用、传感器零点、机器人安装倾角等因素,利用不少于3个机器人姿态下的力传感器数据,可求得传... 针对工业机器人末端负载与外界环境接触力的感知需求,在机器人法兰与负载之间设置六维力传感器,并研究一套标定与计算方法,综合考虑负载重力作用、传感器零点、机器人安装倾角等因素,利用不少于3个机器人姿态下的力传感器数据,可求得传感器零点、机器人安装倾角、负载重力大小、负载重心坐标等参数,进一步可消除传感器零点及负载重力对受力感知的影响,精确得到机器人末端负载所受的外部作用力与力矩.实验得到对于重量从320 N到1 917 N的负载,在静态条件下,感知外力的误差在负载重力的0.28%以内,感知外力矩的误差在负载对传感器力矩的0.59%以内. 展开更多
关键词 受力感知 重力补偿 零点标定 六维力传感器 工业机器人
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基于Stewart平台的六维力/力矩传感器各向同性的解析研究 被引量:13
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作者 赵克定 杨灏泉 +1 位作者 吴盛林 袁立鹏 《航空学报》 EI CAS CSCD 北大核心 2002年第3期241-244,共4页
对基于 Stewart平台的六维力 /力矩传感器的雅可比矩阵进行了解析推导 ,用解析的方式求出它的奇异值。并对基于矩阵谱范数的条件数进行了研究 ,得到传感器的各向同性与其结构尺寸间的解析关系 。
关键词 六维力/力矩传感器 雅可比矩阵 条件数 各向同性
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面向应用需求的力/力矩传感器技术发展动向 被引量:15
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作者 戈瑜 吴仲城 葛运建 《机器人》 EI CSCD 北大核心 2003年第2期188-192,共5页
本文论述了面向应用需求的力/力矩传感器发展现状和趋势,从机器人学、特种机器人及机器人化机器几个方面讨论了力传感器研究的现状和应用需求,并指出力传感技术发展的总趋势为利用新材料、新工艺实现微型化、集成化,利用新原理、新方法... 本文论述了面向应用需求的力/力矩传感器发展现状和趋势,从机器人学、特种机器人及机器人化机器几个方面讨论了力传感器研究的现状和应用需求,并指出力传感技术发展的总趋势为利用新材料、新工艺实现微型化、集成化,利用新原理、新方法实现更多种类的信息获取,再辅以先进的信息处理技术提高传感器的各项技术指标,以适应更广泛的应用需求。 展开更多
关键词 力/力矩传感器 机器人学 特种机器人 智能机器
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五维力测力平台的研制 被引量:4
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作者 唐毅 葛运建 +1 位作者 孙怡宁 申飞 《仪表技术与传感器》 CSCD 北大核心 2001年第5期17-18,共2页
介绍了一种 5维力测力平台的原理 ,结构以及硬件设计和软件功能 ,这种结构的 5维力具有精度高 ,频响好的特性。
关键词 五维力 测力台 传感器 多维力传感器 研制
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串并联微动机构的运动学分析 被引量:13
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作者 毕树生 王守杰 宗光华 《机器人》 EI CSCD 北大核心 1997年第4期259-264,共6页
本文提出了一种新颖的用于微动操作的“串并联”机构,利用矢量运算的方法,简便地分析了它的运动学特性,阐述了此机构的一些特点,并根据讨论的结果,设计出了微操作手的样机.
关键词 串并联机构 运动学 微操作手
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