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Xuping Zhang

10 accepted papers

2023

Physics-Informed Neural Network for Model Prediction and Dynamics Parameter Identification of Collaborative Robot Joints

RA-L 2023

Collaborative robots have promising potential for widespread use in small-and-medium-sized enterprise (SME) manufacturing and production due to the development of increasingly sophisticated Human-Robot Collaboration technologies. However, predicting and identifying the behavior of collaborative robo

Cited by 45SourceScholar
2022

Digital Twin with Integrated Robot-Human/Environment Interaction Dynamics for an Industrial Mobile Manipulator

ICRA 2022poster

To achieve real-time dynamic simulation analysis and optimization design, a dynamic digital twin of a nonholonomic mobile manipulator (one UR5e mounted on an industrial mobile robot MIR 200) has been developed in this paper. First, the digital twin integrated with dynamics of a mobile manipulator is…

Cited by 15SourceScholar
2022

Dynamic Modeling and Digital Twin of a Harmonic Drive Based Collaborative Robot Joint

ICRA 2022poster

Collaborative robots are gradually taking over the leading position in automating the production and manufacturing of the SMEs, where the human-robot collaboration is highly emphasized. Therefore, estimating the force and simulating the performance of robots are of great importance. As a newly intro…

Cited by 12SourceScholar
2021

Deep Learning on 3D Object Detection for Automatic Plug-in Charging Using a Mobile Manipulator

ICRA 2021poster

Increasing research attention has been attracted to automatic plug-in charging in an unmanned and dangerous environment. In this work, we develop an object detection solution based on deep learning on 3D point clouds using a mobile robot manipulator to provide mobility and manipulation. In this solu…

Cited by 15SourceScholar
2019

Automated Macro-Micro Manipulation for Robotic Microinjection with Computer Vision

IROS 2019poster

Extensive research efforts have been made toward automating the microinjection of biological cells by leveraging micro-robotic technologies. However, to best knowledge of the authors, there is no report on the automation of the time-consuming process: moving the injection tools (a micropipette, a gr…

Cited by 1SourceScholar
2019

Modal Dynamics and Analysis of a Vertical Stretch-Retractable Continuum Manipulator with Large Deflection

ICRA 2019poster

Efficient and reliable dynamic modelling and analysis is critical to the shape control and estimate of a backbone continuum manipulator. This paper presents a novel dynamic modelling method to investigate the deformation modal properties of a vertical stretch-retractable continuum manipulator (VSRCM…

Cited by 1SourceScholar
2019

Model-Based On-line Estimation of Time-Varying Nonlinear Joint Stiffness on an e-Series Universal Robots Manipulator

ICRA 2019poster

Flexibility commonly exists in the joints of many industrial robots due to the elasticity of the lightweight strain-wave type transmissions being used. This leads to a dynamic time-varying displacement between the position of the drive actuator and that of the driven link. Furthermore, the joint fle…

Cited by 17SourceScholar
2018

Generating Vibration Free Rest-to-Rest Trajectories for Configuration Dependent Dynamic Systems via 3-Segmented Input Shaping

ICRA 2018poster

This paper presents a new method to generate vibration free rest-to-rest (RTR) trajectories for configuration dependent dynamic systems, such as robots, cranes or machine tools. The new method named 3-Segmented Input Shaping is based on a combination of the widely known Input Shaping method and a ne…

Cited by 7SourceScholar