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Design of a Two-Step Calibration Method of Kinematic Parameters for Serial Robots 被引量:7
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作者 Wei WANG Lei WANG Chao YUN 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2017年第2期438-448,共11页
Serial robots are used to handle workpieces with large dimensions, and calibrating kinematic parameters is one of the most efficient ways to upgrade their accuracy. Many models are set up to investigate how many kinem... Serial robots are used to handle workpieces with large dimensions, and calibrating kinematic parameters is one of the most efficient ways to upgrade their accuracy. Many models are set up to investigate how many kinematic parameters can be identified to meet the minimal principle, but the base frame and the kinematic parameter are indistinctly calibrated in a one-step way. A two-step method of calibrating kinematic parameters is proposed to improve the accuracy of the robot's base frame and kinematic parameters. The forward kinematics described with respect to the measuring coordinate frame are established based on the product- of-exponential (POE) formula. In the first step the robot's base coordinate frame is calibrated by the unit quaternion form. The errors of both the robot's reference configuration and the base coordinate frame's pose are equivalently transformed to the zero-position errors of the robot's joints. The simplified model of the robot's positioning error is established in second-power explicit expressions. Then the identification model is finished by the least square method, requiring measuring position coordinates only. The complete subtasks of calibrating the robot' s 39 kinematic parameters are finished in the second step. It's proved by a group of calibration experiments that by the proposed two-step calibration method the average absolute accuracy of industrial robots is updated to 0.23 mm. This paper presents that the robot's base frame should be calibrated before its kinematic parameters in order to upgrade its absolute positioning accuracy. 展开更多
关键词 kinematic parameter Calibration Error model Product of exponential Industrial robot
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Research on kinematic parameters identification of robotic equipment used in steel-making area
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作者 SONG Xitao WU Ruimin 《Baosteel Technical Research》 CAS 2019年第3期41-46,共6页
Steel-making areas are harsh operation environments that involve many highly dangerous manual operations.The use of robotic equipment technology is a key step toward intelligent manufacturing in steel-making areas.The... Steel-making areas are harsh operation environments that involve many highly dangerous manual operations.The use of robotic equipment technology is a key step toward intelligent manufacturing in steel-making areas.The steel-making environment is not suitable for long-term debugging work,so in order to reduce the debugging workload,it is an important method to improve the absolute position accuracy of the robot.This paper addresses the identification of kinematic parameters of the 7-DOF robotic equipment used in a continuous casting area at Baosteel.The purpose of this work is to apply compensation measures during the application process of the robotic equipment to improve its accuracy and stability,while shortening the on-site debugging time. 展开更多
关键词 ROBOTICS kinematic MODELING kinematic parameterS IDENTIFICATION
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The Response of Cockerel Semen Kinematic Parameters LIN, STR, WOB, ALH and BCF to Induced Oxidative Stress
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作者 Cyril Mpho Pilane Mohleko Helen Mapeka 《Open Journal of Animal Sciences》 2021年第2期292-303,共12页
Computer-assisted sperm class analyser (CASA) analysis of avian semen following cryopreservation indicates that their semen motility and viability parameters become compromised, due in part to oxidative stress. To mim... Computer-assisted sperm class analyser (CASA) analysis of avian semen following cryopreservation indicates that their semen motility and viability parameters become compromised, due in part to oxidative stress. To mimic these observations we have treated cockerel semen with an oxidative stress inducing agent, namely hydrogen peroxide (H<sub>2</sub>O<sub>2</sub>) and monitored the motility, kinematic and viability parameters over time. Briefly, five healthy and fertile South African Venda cockerels were selected and their semen was collected using the abdominal massage technique. The semen was then treated with H<sub>2</sub>O<sub>2</sub> at 0 &microM, 5 &microM, 50 &microM and 200 &microM concentrations for 0, 3, 16 and 24 hrs. The semen motility, kinematic and viability parameters were then determined using the CASA system while the viability was determined using the SYBR-14/PI staining. The Pearson’s correlation coefficient was determined to test the relationships between the levels of induced oxidative stress, period of exposure to oxidative stress inducing agent and the motility plus kinematic parameters. Our data revealed that in raw cockerel semen, there was high and positive correlations between total motility (TM), progressive motility (PM), rapid (RAP), curvilinear velocity (VCL), straight line velocity (VSL) and average path velocity (VAP) while the kinematic parameters LIN, STR, WOB, ALH and BCF had low or negative correlations with them. Furthermore, TM, PM, RAP, VCL and VSL remained highly and positively correlated with the induced oxidative stress and also, linearity (LIN), straightness (STR), wobble (WOB), amplitude of lateral head displacement (ALH) and beat cross frequency (BCF) remained negatively correlated with the induced oxidative stress, after 3 hrs. After 24 hrs, TM, PM, RAP, VCL, VSL, VAP and ALH, became negatively correlated with the induced oxidative stress while LIN, STR, WOB and BCF became positively correlated with the induced oxidative stress. Conversely, when the H<sub>2</sub>O<sub>2</sub> concentration used was correlated with motility and kinematic parameters over time, TM, PM, RAP, VCL, VSL, VAP became negatively correlated with oxidative stress while LIN, STR, WOB, ALH and BCF show negative or low correlations with the induced oxidative stress. This data indicates that LIN, STR, WOB, BCF and to some extend ALH, reveal the least correlations with the induced oxidative stress under persistent oxidative stress conditions in cockerel semen. In conclusion, cockerel semen, like buck semen, does not easily succumb to oxidative stress since the raw semen correlations of CASA analysed parameters are comparable to these observed after 3 hrs of H<sub>2</sub>O<sub>2</sub> treatment. In addition, the oxidative stress levels tolerated by cockerel semen should not 5 &microM H<sub>2</sub>O<sub>2</sub> oxidative stress levels. Lastly, lack of correlation between LIN, STR, WOB, BCF and ALH and induced oxidative stress can be used in cockerel semen to show intolerable cryopreservation conditions. 展开更多
关键词 COCKEREL Oxidative Stress kinematic parameters SEMEN
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Accurate vision measurement for kinematic parameters of satellite separation tests
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作者 胡星志 朱肇昆 陈小前 《Journal of Central South University》 SCIE EI CAS 2013年第7期1825-1831,共7页
The accurate measurement of kinematic parameters in satellite separation tests has great significance in evaluating separation performance. A novel study is made on the measuring accuracy of monocular and binocular, w... The accurate measurement of kinematic parameters in satellite separation tests has great significance in evaluating separation performance. A novel study is made on the measuring accuracy of monocular and binocular, which are the two main vision measurement methods used for kinematic parameters. As satellite separation process is transient and high-dynamic, it will bring more extraction errors to the binocular. Based on the design approach of intersection measure and variance ratio, the monocular method reflects higher precision, simpler structure and easier calibration for level satellite separation. In ground separation tests, a high-speed monocular system is developed to gain and analyze twelve kinematic parameters of a small satellite. Research shows that this monocular method can be widely applied for its high precision, with position accuracy of 0.5 mm, speed accuracy of 5 mm/s, and angular velocity accuracy of 1 (°)/s. 展开更多
关键词 satellite separation vision measurement kinematic parameter monocular vision binocular vision extraction error
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Seasonal and spatial variations of kinematic parameters of internal solitary waves in the Andaman Sea
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作者 Yuqi Wu Jieshuo Xie +3 位作者 Jiexin Xu Zhiwu Chen Yinghui He Shuqun Cai 《Acta Oceanologica Sinica》 SCIE CAS CSCD 2022年第4期14-22,共9页
The horizontally variable density stratification and background currents are taken into the variable-coefficent extended Korteweg-de Vries(evKdV)theory to obtain the geographical and seasonal distribution of kinematic... The horizontally variable density stratification and background currents are taken into the variable-coefficent extended Korteweg-de Vries(evKdV)theory to obtain the geographical and seasonal distribution of kinematic parameters of internal solitary waves in the Andaman Sea(AS).The kinematic parameters include phase speed,dispersion parameter,quadratic and cubic nonlinear parameters.It shows that the phase speed and dispersion parameter are mainly determined by the topographic feature and have limited seasonal variation.The maximum phase speed is 2.6 m/s,which occurs in the cool season(November)in the middle of the AS,while the phase speed in the cool season is slightly larger than those in other seasons,up to 11.4%larger than that in the rainy season(July)in the southern AS.The dispersion parameter in the cool season can be 22.3%larger than that in the hot season.The nonlinear parameters have significant seasonal variation,and they can even change their signs at the continental slope in the north of the AS,from season to season.Meanwhile,the algebraic solitons dominate in the AS with minimum amplitudes(aal)ranging from 0.1 m to 102 m,and the maximum aal occurs in the cool season in the southern AS.The effect of the background flow on the parameters is also studied.The background flow has a great influence on the nonlinear parameters,e.g.,the value of cubic nonlinear parameter can be reduced by 1/3 when the background flow is not considered. 展开更多
关键词 internal solitary waves kinematic parameters evKdV theory Andaman Sea
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Mitigating the Dynamic Load Altering Attack on Load Frequency Control with Network Parameter Regulation
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作者 Yunhao Yu Boda Zhang +4 位作者 Meiling Dizha Ruibin Wen Fuhua Luo Xiang Guo Zhenyong Zhang 《Computers, Materials & Continua》 2026年第2期1561-1579,共19页
Load frequency control(LFC)is a critical function to balance the power consumption and generation.Thegrid frequency is a crucial indicator for maintaining balance.However,the widely used information and communication ... Load frequency control(LFC)is a critical function to balance the power consumption and generation.Thegrid frequency is a crucial indicator for maintaining balance.However,the widely used information and communication infrastructure for LFC increases the risk of being attacked by malicious actors.The dynamic load altering attack(DLAA)is a typical attack that can destabilize the power system,causing the grid frequency to deviate fromits nominal value.Therefore,in this paper,we mathematically analyze the impact of DLAA on the stability of the grid frequency and propose the network parameter regulation(NPR)to mitigate the impact.To begin with,the dynamic LFC model is constructed by highlighting the importance of the network parameter.Then,we model the DLAA and analyze its impact on LFC using the theory of second-order dynamic systems.Finally,we model the NPR and prove its effect in mitigating the DLAA.Besides,we construct a least-effort NPR considering its infrastructure cost and aim to reduce the operation cost.Finally,we carry out extensive simulations to demonstrate the impact of the DLAA and evaluate the mitigation performance of NPR.The proposed cost-benefit NPR approach can not only mitigate the impact of DLAA with 100%and also save 41.18$/MWh in terms of the operation cost. 展开更多
关键词 Smart grid cybersecurity dynamic load altering attack load frequency control network parameter modification
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Rigorous back analysis of shear strength parameters of landslide slip 被引量:6
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作者 张科 曹平 保瑞 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2013年第5期1459-1464,共6页
A rigorous back analysis of shear strength parameters of landslide slip was presented. Kinematical element method was adopted to determine factor of safety and critical failure surface, which overcomes the disadvantag... A rigorous back analysis of shear strength parameters of landslide slip was presented. Kinematical element method was adopted to determine factor of safety and critical failure surface, which overcomes the disadvantage of limit equilibrium method. The theoretical relationship between the combination of shear strength parameters and stability state was studied. The results show that the location of critical slip surface, F/tan f and F/c depend only on the value of c/tan f. The failure surface moves towards the inside of slope as c/tan f increases. According to the information involving factor of safety and critical failure surface in a specific cross-section, strength parameters can be back calculated based on the above findings. Three examples were given for demonstrating the validity of the present method. The shear strength parameters obtained by back analysis are almost consistent with their correct solutions or test results. 展开更多
关键词 slope stability back analysis kinematical element method shear strength parameter critical failure surface
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Kinematic Control of Serial Manipulators Under False Data Injection Attack 被引量:5
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作者 Yinyan Zhang Shuai Li 《IEEE/CAA Journal of Automatica Sinica》 SCIE EI CSCD 2023年第4期1009-1019,共11页
With advanced communication technologies,cyberphysical systems such as networked industrial control systems can be monitored and controlled by a remote control center via communication networks.While lots of benefits ... With advanced communication technologies,cyberphysical systems such as networked industrial control systems can be monitored and controlled by a remote control center via communication networks.While lots of benefits can be achieved with such a configuration,it also brings the concern of cyber attacks to the industrial control systems,such as networked manipulators that are widely adopted in industrial automation.For such systems,a false data injection attack on a control-center-to-manipulator(CC-M)communication channel is undesirable,and has negative effects on the manufacture quality.In this paper,we propose a resilient remote kinematic control method for serial manipulators undergoing a false data injection attack by leveraging the kinematic model.Theoretical analysis shows that the proposed method can guarantee asymptotic convergence of the regulation error to zero in the presence of a type of false data injection attack.The efficacy of the proposed method is validated via simulations. 展开更多
关键词 Cyber-physical systems false data injection attack MANIPULATORS remote kinematic control
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Rockfall kinematics and restitution coefficients via inertial navigation technology
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作者 XIE Hui LIANG Feng +3 位作者 SHI Wenbing LU Yancheng CONG Junyu LUO Yixin 《Journal of Mountain Science》 2025年第11期4093-4112,共20页
Rockfall kinematic characteristics exhibit significant randomness and are influenced by factors such as rock mass properties,slope morphology,impact angle,and slope materials.Accurately determining the key parameters ... Rockfall kinematic characteristics exhibit significant randomness and are influenced by factors such as rock mass properties,slope morphology,impact angle,and slope materials.Accurately determining the key parameters of rockfall movement is critical for understanding motion patterns and effectively preventing and controlling rockfall hazards.In this study,a monitoring system consisting of selfdeveloped inertial navigation equipment,high-speed cameras,and an unmanned aerial vehicle was used to conduct onsite motion tests involving four differently shaped rock specimens on three types of slopes(bedrock,detritus,and clast bedding).The selfdeveloped inertial navigation system integrated a highdynamic-range accelerometer(±400 g)and a shockresistant gyroscope(±4000°/s),capable of robustly collecting data during the test.The data collected from these tests were processed to extract key kinematic parameters such as velocity,trajectory,restitution coefficients,and friction coefficients.The test results demonstrated that the inertial navigation system accurately recorded the acceleration and angular velocity of the rocks during motion,with these measurements closely aligning with the field data.The normal and tangential restitution coefficients were found to be influenced primarily by the slope material and impact angle,with higher normal restitution coefficients observed for low-angle impacts.The normal restitution coefficients ranged from 0.35 to 0.86,whereas the tangential restitution coefficients ranged from 0.46 to 0.91,depending on the slope materials.Additionally,the sliding friction coefficient was calculated to be between 0.66 and 0.78,whereas the rolling friction coefficient for the slab-shaped specimen was determined to be 0.53.These findings provide valuable data for improving the accuracy of rockfall trajectory predictions and the design of protective structures. 展开更多
关键词 ROCKFALL Inertial navigation technology Field tests Rockfall kinematic parameters Restitution coefficients
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Numerical method for estimation of kinematical parameters for articulated rovers on loose rough terrain 被引量:1
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作者 禹鑫燚 高海波 邓宗全 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2009年第4期505-512,共8页
Based on the study of passive articulated rover,a complete suspension kinematics model from wheel to inertial reference frame is presented,which uses D-H method of manipulator and presentation with Euler angle of pitc... Based on the study of passive articulated rover,a complete suspension kinematics model from wheel to inertial reference frame is presented,which uses D-H method of manipulator and presentation with Euler angle of pitch,roll and yaw.An improved contact model is adopted aimed at the loose and rough lunar terrain.Using this kinematics model and numerical continuous and discrete Newton's method with iterative factor,the numerical method for estimation of kinematical parameters of articulated rovers on loose and rough terrain is constructed.To demonstrate this numerical method,an example of two torsion bar rocker-bogie lunar rover with eight wheels is presented.Simulation results show that the numerical method for estimation of kinematical parameters of articulated rovers based on improved contact model can improve the precision of kinematical estimation on loose and rough terrain and decrease errors caused by contact models established based on general hypothesis. 展开更多
关键词 loose soil kinematical parameters estimation suspension kinematics articulated lunar rover nu merical solving
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Parameter Identification and Application of Slippage Kinematics for Tracked Mobile Robots 被引量:1
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作者 Hongyang Liu Jianzhong Wang Jian Gao 《Journal of Beijing Institute of Technology》 EI CAS 2019年第4期687-695,共9页
A new parameter identification method is proposed to solve the slippage problem when tracked mobile robots execute turning motions.Such motion is divided into two states in this paper:pivot turning and coupled turning... A new parameter identification method is proposed to solve the slippage problem when tracked mobile robots execute turning motions.Such motion is divided into two states in this paper:pivot turning and coupled turning between angular velocity and linear velocity.In the processing of pivot turning,the slippage parameters could be obtained by measuring the end point in a square path.In the process of coupled turning,the slippage parameters could be calculated by measuring the perimeter of a circular path and the linear distance between the start and end points.The identification results showed that slippage parameters were affected by velocity.Therefore,a fuzzy rule base was established with the basis on the identification data,and a fuzzy controller was applied to motion control and dead reckoning.This method effectively compensated for errors resulting in unequal tension between the left and right tracks,structural dimensions and slippage.The results demonstrated that the accuracy of robot positioning and control could be substantially improved on a rigid floor. 展开更多
关键词 tracked mobile robot tracked vehicle kinematics model slippage parameters fuzzy controller
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Detection of kinematics parameters of index finger movement with high-speed video camera 被引量:1
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作者 Hou Wensheng Jiang Yingtao +3 位作者 Wu Xiaoying Zheng Xiaolin Zheng Jun Ye Yihong 《仪器仪表学报》 EI CAS CSCD 北大核心 2008年第2期240-243,共4页
Synergic movement of finger's joints provides human hand tremendous dexterities,and the detection of kinematics parameters is critical to describe and evaluate the kinesiology functions of the fingers.The present ... Synergic movement of finger's joints provides human hand tremendous dexterities,and the detection of kinematics parameters is critical to describe and evaluate the kinesiology functions of the fingers.The present work is the attempt to investigate how the angular velocity and angular acceleration of the joints of index finger vary with respect to time during conducting a motor task.A high-speed video camera has been employed to visually record the movement of index finger,and miniaturized(5-mm diameter) reflective markers have affixed to the subject's index finger on the side close to thumb and dorsum of thumb at different joint landmarks.Captured images have been reviewed frame by frame to get the coordinate values of each joint,and the angular displacements,angular velocities and angular acceleration can be obtained with triangle function.The experiment results show that the methods here can detect the kinematics parameters of index finger joints during moving,and can be a valid route to study the motor function of index finger. 展开更多
关键词 运动学参数 食指移动 高速摄影机 角速度 协同作用
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A novel sliding mode control method with enhanced permanent magnet synchronous motor parameter identification for heavy load multi-DOF envelope forming press
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作者 Xinghui HAN Xin CHEN +2 位作者 Fangyan ZHENG Lin HUA Wuhao ZHUANG 《Chinese Journal of Aeronautics》 2025年第11期396-412,共17页
To achieve the manufacturing of Thin-Wall and High-Rib Components(TWHRC)with high precision,a novel heavy load Multi-DOF Envelope Forming Press(MEFP)with Parallel Kinematic Mechanism(PKM),driven by six Permanent Magne... To achieve the manufacturing of Thin-Wall and High-Rib Components(TWHRC)with high precision,a novel heavy load Multi-DOF Envelope Forming Press(MEFP)with Parallel Kinematic Mechanism(PKM),driven by six Permanent Magnet Synchronous Motors(PMSMs),is developed.However,on account of the heavy forming load,the PMSM parameters are in great variation.Meanwhile,the PMSM is always in a transient state caused by fast time-varying forming load,resulting in low identification precision of varied PMSM parameters and control precision of PMSM under traditional parameter identification methods.To solve this problem,a novel Sliding Mode Control Method with Enhanced PMSM Parameter Identification(SMCMEPPI)for heavy load MEFP is proposed.Firstly,the kinematic model of MEFP is established.Secondly,the variation law of PMSM parameters under heavy load is revealed.Thirdly,an enhanced PMSM parameter identification method is proposed,in which the q axis current of PMSM is used to represent the changing rate of forming load and the adjustment factor is first proposed to remove improper input of PMSM parameter identification online.Fourthly,the Electromechanical Coupling Dynamic Model(ECDM)of MEFP,which includes identified PMSM parameters,is developed.Finally,based on the developed ECDM,a novel SMCMEPPI is proposed to realize the high-precision control of heavy load MEFP.The experimental results indicate that the proposed SMCMEPPI can significantly improve the control precision of heavy load MEFP. 展开更多
关键词 Electromechanical coupling dynamic model Enhanced parameter identification Multi-DOF envelope forming press Parallel kinematic mechanism Sliding mode control
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基于形变观测分析鲜水河断裂带现今运动分段特征
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作者 张文 王伟力 +4 位作者 罗宇 温军军 彭丽媛 马伶俐 舒东林 《大地测量与地球动力学》 北大核心 2026年第3期327-334,共8页
基于构造特征将鲜水河断裂带划分为炉霍、道孚、乾宁、折多塘、康定-磨西5段,通过跨断层水准、基线/测距及水平蠕变多源观测数据,定量揭示各段水平滑动速率及运动学特征。研究表明,1982—2024年鲜水河断裂带整体以左旋走滑为主导模式,... 基于构造特征将鲜水河断裂带划分为炉霍、道孚、乾宁、折多塘、康定-磨西5段,通过跨断层水准、基线/测距及水平蠕变多源观测数据,定量揭示各段水平滑动速率及运动学特征。研究表明,1982—2024年鲜水河断裂带整体以左旋走滑为主导模式,炉霍段侏倭和虾拉沱走滑速率为-0.9 mm/a和-2.86 mm/a,累积走滑量达40 mm和130 mm,显著高于格鲁、虚墟站点活动强度;道孚-乾宁段沟普和沟普蠕变站走滑速率为-0.97 mm/a和-0.58 mm/a,累积位移量呈线性增长趋势;龙灯坝与老乾宁站的水平位移量级较小,局部断裂带呈弱左旋活动。康定-磨西段折多塘观测场地显示+0.2 mm/a的右旋走滑,榆林观测场地则保持-0.12 mm/a的稳定左旋走滑,其形变存在显著季节性波动(振幅约1.5~2.3 mm),安顺场观测场地跨断层水准测量显示持续张性正断层活动,运动趋势线性度分别达到0.933和0.824。分段对比结果表明,北西段活动强度明显高于南东段,垂直运动表现为北段逆冲与南段正断层活动呈构造反转。分段差异与断层几何结构、介质物理性质有关;北西段转换层介质强度可能低于南东段,易触发滑动,导致较短地震复发周期;结合区域应力场发现,不同时期鲜水河断裂带闭锁程度发生了改变,表现为北西段较南东段断层更为活跃,闭锁较弱。同时,汶川M_(S)8.0、芦山M_(S)7.0及泸定M_(S)6.9地震后,巴颜喀拉地块向四川盆地挤压运动速率加快,影响了鲜水河断裂的远场左旋走滑速率和断层滑动亏损积累速率,进而导致鲜水河断裂带上各分段的应力应变积累速率差异。 展开更多
关键词 鲜水河断裂带 跨断层 水平蠕变 运动学参数 左旋走滑
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基于编码器及考虑姿态和误差的机器人运动学参数辨识
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作者 叶晨 张建业 李连旺 《组合机床与自动化加工技术》 北大核心 2026年第2期38-42,49,共6页
为准确辨识工业机器人的运动学参数误差,提高机器人末端的绝对定位精度,提出一种基于单个拉线编码器及考虑机器人姿态、基准点误差和测量噪声的机器人运动学参数辨识方法。首先,建立ABB IRB 120工业机器人的位置误差模型,基于Levenberg-... 为准确辨识工业机器人的运动学参数误差,提高机器人末端的绝对定位精度,提出一种基于单个拉线编码器及考虑机器人姿态、基准点误差和测量噪声的机器人运动学参数辨识方法。首先,建立ABB IRB 120工业机器人的位置误差模型,基于Levenberg-Marquardt算法辨识机器人的运动学参数误差,证明算法的可行性;其次,分析机器人到达相同位置时,不同姿态下误差的辨识准确性和效率;基于单个拉线编码器设计测量系统,在考虑测量系统基准点误差和拉线编码器测量噪声的条件下,分析参数误差的辨识准确性。通过仿真表明,所提方法在考虑姿态、基准点误差和测量噪声的条件下,能准确辨识工业机器人的运动学参数误差,大幅度提高工业机器人的绝对定位精度。 展开更多
关键词 工业机器人 拉线编码器 运动学参数辨识 机器人姿态 测量噪声 基准点误差
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一种工业机器人运动学参数与TCP联合标定算法研究
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作者 梁越霄 洪磊 +1 位作者 霍鹏飞 王臻灏 《机械设计与制造工程》 2026年第2期64-68,共5页
针对工业机器人由于运动学参数误差和工具中心点(TCP)标定误差造成的TCP绝对定位偏差问题,以MD-H模型和微分变换理论为基础,通过构建距离误差与运动学联合误差模型,设计出一种工业机器人运动学参数和TCP联合标定算法。通过FANUC机器人进... 针对工业机器人由于运动学参数误差和工具中心点(TCP)标定误差造成的TCP绝对定位偏差问题,以MD-H模型和微分变换理论为基础,通过构建距离误差与运动学联合误差模型,设计出一种工业机器人运动学参数和TCP联合标定算法。通过FANUC机器人进行TCP标定实验,实验结果表明,该算法使绝对定位偏差从0.8606 mm显著降低至0.1966 mm,实现了精准定位的目标,具有一定的实用价值。 展开更多
关键词 工业机器人 运动学参数标定 工具中心点标定
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腔镜手术机器人运动学分析与轨迹优化
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作者 刘志琦 隋首钢 李坤 《自动化与仪表》 2026年第1期44-49,55,共7页
随着微创外科手术向精准化、智能化方向发展,手术机器人的轨迹优化技术已成为提升手术操作精度、确保患者安全的关键研究课题。该文针对腔镜手术机器人,基于D-H参数法建立其运动学模型,推导出其正逆解,并提出改进粒子群算法实现时间最... 随着微创外科手术向精准化、智能化方向发展,手术机器人的轨迹优化技术已成为提升手术操作精度、确保患者安全的关键研究课题。该文针对腔镜手术机器人,基于D-H参数法建立其运动学模型,推导出其正逆解,并提出改进粒子群算法实现时间最优轨迹规划。通过引入tent映射增强初始粒子群的空间覆盖性,结合自适应参数调整策略提升算法鲁棒性。并通过levy飞行,增强全局探索能力。最终在时间最优下,规划出平滑无突变的3-5-3次多项式插值轨迹。仿真与实物实验结果表明,所提方法在时间优化和轨迹平滑性方面具有显著优势,为腔镜手术机器人的精准运动控制提供了有效解决方案。 展开更多
关键词 D-H参数 运动学分析 多项式插值 粒子群优化算法
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双摇篮五轴机床位置无关几何误差辨识
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作者 赵烨炜 孙豪 +2 位作者 陈绪兵 付中涛 朱泽润 《武汉工程大学学报》 2026年第1期95-102,共8页
装配误差是位置无关几何误差的主要来源,是影响五轴数控机床加工精度的重要因素,而最小完备误差项分析和位置无关几何误差精确辨识仍然面临巨大挑战。针对以上问题,本文提出一种位置无关几何误差辨识模型,该模型基于齐次坐标变换矩阵,... 装配误差是位置无关几何误差的主要来源,是影响五轴数控机床加工精度的重要因素,而最小完备误差项分析和位置无关几何误差精确辨识仍然面临巨大挑战。针对以上问题,本文提出一种位置无关几何误差辨识模型,该模型基于齐次坐标变换矩阵,结合微分运动学原理,建立了机床各部件的局部装配误差与末端轮廓误差之间的映射模型;进一步根据相邻坐标系位置全局误差与局部误差的映射关系,构建全局坐标系和局部坐标系的误差映射模型。针对冗余误差项影响的误差辨识精度问题,提出全局误差映射雅可比矩阵分析的方法,将42项局部误差参数优化转换为17项最小完备全局误差参数,确保误差辨识的完整性与非冗余性,相关结果与ISO 230-1:2012标准分析获得的位置无关几何误差项保持一致。在仿真验证方面,构建虚拟五轴机床模型,采用球杆仪仿真测试方案,设置测量系统误差为0.1μm,对机床各部件装配误差进行辨识;验证结果显示,位置误差辨识精确度达0.992 9,姿态误差辨识精确度达0.954 9,证实了模型的有效性,为机床精度提升与误差补偿提供了科学依据。 展开更多
关键词 位置无关几何误差 轮廓误差 参数辨识 微分运动学 五轴数控机床 雅可比矩阵
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一种对抗GAN攻击的联邦隐私增强方法研究
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作者 施寅生 包阳 庞晶晶 《信息网络安全》 北大核心 2026年第1期49-58,共10页
联邦学习通过分布式训练避免数据集中存储,然而,仍存在恶意客户端利用生成式对抗网络(GAN)攻击窃取隐私数据的风险。传统的差分隐私和加密机制等防御手段,存在模型性能与隐私效果权衡难或计算成本高等问题。文章针对联邦学习在图像识别... 联邦学习通过分布式训练避免数据集中存储,然而,仍存在恶意客户端利用生成式对抗网络(GAN)攻击窃取隐私数据的风险。传统的差分隐私和加密机制等防御手段,存在模型性能与隐私效果权衡难或计算成本高等问题。文章针对联邦学习在图像识别任务中面临的GAN攻击风险,提出一种基于Rényi差分隐私的隐私增强方法,旨在提升模型的数据隐私性。Rényi差分隐私的串行组合机制使得在多轮迭代中隐私预算增长速率从传统差分隐私的线性降为亚线性,可有效降低噪声添加量。文章方法利用Rényi差分隐私紧密的噪声组合特性,在客户端梯度更新参数时,通过基于权均衡权重的梯度裁剪和优化的高斯噪声添加,实现差分隐私计算,进而降低隐私泄露风险,同时平衡模型可用性。实验表明,文章方法在模型全局准确性受影响程度可接受的前提下,实现本地数据的隐私保护,增强模型的隐私保护能力,进而有效抵御GAN攻击,保障图像数据隐私性。 展开更多
关键词 联邦学习 GAN攻击 Rényi差分隐私 隐私增强
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蔬菜钵苗移栽机夹茎式取投苗装置的优化设计与试验
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作者 李红双 朱天一 《农机化研究》 北大核心 2026年第4期43-51,共9页
针对现有蔬菜钵苗取投苗装置存在作业效率低、伤苗率高的问题,设计了一种夹茎式六杆取投苗装置,能够保证在不损伤钵苗的前提下实现快速取投苗。首先,基于取投苗作业轨迹关键点设计了各关键部件结构参数,并建立其运动学模型;其次,根据运... 针对现有蔬菜钵苗取投苗装置存在作业效率低、伤苗率高的问题,设计了一种夹茎式六杆取投苗装置,能够保证在不损伤钵苗的前提下实现快速取投苗。首先,基于取投苗作业轨迹关键点设计了各关键部件结构参数,并建立其运动学模型;其次,根据运动学模型使用MatLab软件编写取投苗装置的优化分析程序,分析出连杆参数对装置运动特性的影响。设定参数优化目标和约束条件,采用逐次逼近法对关键部件进行参数优化,得到一组最优连杆参数组合:l_(AB)=76 mm、l_(BC)=256 mm、l_(CD)=140 mm、l_(AD)=300 mm、l_(DE)=270 mm、θ5=85°;最后,以优化后的最优连杆参数组合设计试验样机进行虚拟仿真验证,并以苗龄45 d、基质含水率50%的茄子钵苗作为试验对象,进行样机测试。结果表明:虚拟仿真的轨迹、速度和加速度曲线与优化后理论曲线基本一致,试验样机测试的取苗成功率提升至96.83%,与传统取苗装置相比提升5.05个百分点,投苗成功率95.87%,伤苗率2.83%,能够满足蔬菜钵苗移栽机的实际作业要求。 展开更多
关键词 蔬菜钵苗移栽机 取投苗装置 运动学模型 逐次逼近法 参数优化 夹茎式
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