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基于RGB-D弹性可形变物体跟踪识别控制披萨厨师机器人方法研究
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作者 李凌乐 李瑞华 《食品与机械》 北大核心 2020年第2期100-104,共5页
以披萨厨师机器人为研究对象,提出了一种基于RGB-D传感器所提供的实时点云数据对弹性形变的3D无纹理对象进行跟踪的方法。着重分析了视觉分割的时间一致性和实时性问题;通过有限元分析的方法建立了带有轮廓加权的同向旋转FEM模型;论述... 以披萨厨师机器人为研究对象,提出了一种基于RGB-D传感器所提供的实时点云数据对弹性形变的3D无纹理对象进行跟踪的方法。着重分析了视觉分割的时间一致性和实时性问题;通过有限元分析的方法建立了带有轮廓加权的同向旋转FEM模型;论述了注册点云数据方法,提出了跟踪合成数据与披萨面坯实际图像的算法,采用模拟开放框架架构模拟器,验证了算法的有效性。 展开更多
关键词 机器人 RGB-D物体识别 Grabcut分割 弹性形变建模
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Elastodynamic modeling and joint reaction prediction for 3-PRS PKM 被引量:4
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作者 张俊 赵艳芹 《Journal of Central South University》 SCIE EI CAS CSCD 2015年第8期2971-2979,共9页
To gain a thorough understanding of the load state of parallel kinematic machines(PKMs), a methodology of elastodynamic modeling and joint reaction prediction is proposed. For this purpose, a Sprint Z3 model is used a... To gain a thorough understanding of the load state of parallel kinematic machines(PKMs), a methodology of elastodynamic modeling and joint reaction prediction is proposed. For this purpose, a Sprint Z3 model is used as a case study to illustrate the process of joint reaction analysis. The substructure synthesis method is applied to deriving an analytical elastodynamic model for the 3-PRS PKM device, in which the compliances of limbs and joints are considered. Each limb assembly is modeled as a spatial beam with non-uniform cross-section supported by lumped virtual springs at the centers of revolute and spherical joints. By introducing the deformation compatibility conditions between the limbs and the platform, the governing equations of motion of the system are obtained. After degenerating the governing equations into quasi-static equations, the effects of the gravity on system deflections and joint reactions are investigated with the purpose of providing useful information for the kinematic calibration and component strength calculations as well as structural optimizations of the 3-PRS PKM module. The simulation results indicate that the elastic deformation of the moving platform in the direction of gravity caused by gravity is quite large and cannot be ignored. Meanwhile, the distributions of joint reactions are axisymmetric and position-dependent. It is worthy to note that the proposed elastodynamic modeling method combines the benefits of accuracy of finite element method and concision of analytical method so that it can be used to predict the stiffness characteristics and joint reactions of a PKM throughout its entire workspace in a quick and accurate manner. Moreover, the present model can also be easily applied to evaluating the overall rigidity performance as well as statics of other PKMs with high efficiency after minor modifications. 展开更多
关键词 parallelkinematic machine (PKM) 3-PRS PKM Sprint Z3 head elastodynamic modeling joint reaction
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