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12th International Conference on CYBER technology in Automation, Control, and Intelligent systems, CYBER 2022

作者： Min, Kang Ni, Fenglei Shu, Xin Ji, Zhu Liu, Hong Harbin Institute of Technology State Key Laboratory of Robotics and System Harbin China

ISBN: (数字)9781665472678

ISBN: (纸本)9781665472678

Kinematic parameter calibration can improve the absolute positioning accuracy of the robot tool center point (TCP). However, the current least-squares (LS) iterative method for calibration is sensitive to noise and ineffective when the Jacobian matrix is close to singular. In addition, the robot kinematic parameter errors cannot be directly compensated because its structure needs to satisfy Pieper's criterion. Thus, a kinematic parameter calibration based on sequence quadratic programming (SQP) algorithm is proposed to solve the above two issues. Firstly, the kinematics and its error model of TCP positions are established. Then, the kinematic parameter errors are identified by SQP algorithm. Finally, the identified kinematic parameter errors are converted into joint angle errors for error compensation. The simulations and experiments are carried out on the self-developed light weight robot. Simulation results show that the proposed calibration method is insensitive to noise. Experimental results reveal that mean positioning accuracy has increased 88.17% and 63.58% than that of the before calibration in sampling and verification regions, respectively. © 2022 IEEE.

关键词： Calibration

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Semantic Assisted LiDAR Odometry with Loop Closure in Large Scale Urban Environment 8

Semantic Assisted LiDAR Odometry with Loop Closure in Large ...

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8th International Conference on systems and Informatics, ICSAI 2022

作者： Lin, Jiaye Liu, Yanjie State Key Laboratory of Robotics and System Harbin Institute of Technology Harbin China

ISBN: (纸本)9781665474481

Compared to the vision-based approach, LiDAR-based SLAM has shown a great advantage in depicting geometric characteristics but still suffers from accumulated localization errors during long-term operation in large-scale scenarios. Introducing semantic information to the current system helps to discover higher-level features and establish a stronger association of features in different frames. In this paper, we utilize semantic information to present an integral LiDAR odometry that combines adaptive downsampling feature with label-specified registration to boost the performance of odometry estimation, together with Scan Context as the loop closure module to constrain the amplification of cumulative errors. Experiments are conducted based on the well-known KITTI dataset, which reveals that the proposed framework achieves higher accuracy with an average RTE of 0.97% in real-time and shows great robustness toward various scenarios. © 2022 IEEE.

关键词： Semantics

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Improving the Reliability of Gaze Estimation through Cross-dataset Multi-Task Learning 4

Improving the Reliability of Gaze Estimation through Cross-d...

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4th International Conference on High Performance Big Data and Intelligent systems, HDIS 2022

作者： Zhang, Hanlin Wang, Xinming Ren, Weihong Noack, Bernd Rainer Liu, Honghai Harbin Institute of Technology State Key Laboratory of Robotics and System Shenzhen China

ISBN: (数字)9781665491440

ISBN: (纸本)9781665491440

In recent years, gaze estimation has been applied to numerous application scenarios, such as driver monitor systems and autism evaluation, to name a few. However, the current algorithms are based on an assumption: The users eyes are all open in the input images. In practice, this assumption does not always hold since people blink. Images with eyes closed will result in irregular gaze estimation results that will affect the safety of the vehicle driving and the reliability of the evaluation results. Here, we address the problem by leveraging cross-dataset training to train a multi-Task network capable of simultaneously estimating the eye gaze and the blink on the gaze estimation dataset and blink estimation dataset. We further compare our networks results with that of single-Task networks and evaluate our network in a simulated scenario. The experimental results demonstrate that our method is suitable for practical use and can improve the reliability of the gaze estimation results. © 2022 IEEE.

关键词： Reliability

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A comparison on the effects of coal fines and sand fouling on the shear behaviors of railway ballast using large scale direct shear tests

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Journal of Traffic and Transportation Engineering(English Edition) 2025年第1期12卷 52-67页

作者： Xu Zhang Shunying Ji Yang Feng Yongjun Li Chunfa Zhao School of Civil and Transportation Engineering Guangdong University of TechnologyGuangzhou 510006China State Key Laboratory of Rail Transit Vehicle System Southwest jiaotong UniversityChengdu 610031China State Key Laboratory of Structural Analysis Optimization and CAE Software for Industrial EquipmentDalian University of TechnologyDalian 116024China

Railway ballast is easily contaminated by different fouling material and the fouled ballast always causes the deterioration of railway *** previous studies focused on the effect of a certain kind of fouling material on ballast performance,but few studies compared the influence of different fouling *** paper presents a series of direct shear tests on the clean ballast and the fouled ballast mixed with coal fines or sand to understand the effects of different fouling material.A unified empirical model is proposed to well capture the shear stress-displacement responses of the clean and fouled *** equations are also obtained to characterize the variation of the nonlinear shear strength envelope of the fouled ballast with the fouling *** on these equations,a simple method is proposed to predict the shear strength of the fouled ballast using the shear test results of clean *** measured results demonstrate significant differences between the effects of coal fines and sand on the shear behaviors of ballast,to which particular attention should be paid in order to take targeted maintenance measures for the fouled *** mechanisms for the different effects of coal fines and sand are also analyzed to understand the roles that various fouling material plays in the fouled ballast.

关键词： Railway ballast Fouled ballast Shear strength Direct shear test Contamination

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A Helium Type Turbo-blasting Device (TBD) into a Penetrating Probe for Main-belt Comets Volatiles Exploration

A Helium Type Turbo-blasting Device (TBD) into a Penetrating...

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2022 IEEE International Conference on robotics and Biomimetics, ROBIO 2022

作者： Tang, Junyue Ha, Zekun Xiao, Junxiao Chi, Cheng Yao, Ziyun Liang, He Jiang, Shengyuan Harbin Institute of Technology State Key Laboratory of Robotics and System Harbin China

ISBN: (纸本)9781665481090

Comparing the isotopic composition of the D/H ratio of the water ice in main belt comets (MBCs) to that of the oceans on the Earth can enhance the understanding of where the water comes from and of how the distribution of the water ices in our early solar system. Since mineral volatiles are normally covered underground, it is difficult to accurately detect its composition from remote observation. Herein, a subsurface penetrating probe integrated with non-contamination detonation is proposed to realize an in-situ exploration. Under the rapid turbo-blasting interaction, the surrounding rubble piles will be definitely blown away, leaving an artificial crater for later remote observation. A novel a helium type turbo-blasting device (TBD) is proposed and designed. The simulant rubble pile structure detonation experiments verified the detonation equivalent. © 2022 IEEE.

关键词： Detonation

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Effect of flapping mode on aerodynamic characteristics of bat-like flapping-wing aerial vehicle

Effect of flapping mode on aerodynamic characteristics of ba...

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2022 IEEE International Conference on robotics and Biomimetics, ROBIO 2022

作者： Duan, Bosong Mao, Tianyou Gong, Kening Guo, Chuangqiang Liu, Hong State Key Laboratory of Robotics and System Harbin Institute of Technology Harbin China

ISBN: (纸本)9781665481090

In this paper, three reciprocating flapping modes of bats are analyzed and studied. According to the flapping structure of bat-like flapping-wing aerial vehicle(FAV), the structural modes corresponding to the three reciprocating flapping modes are established, that is, the symmetric flapping mode(S), the asymmetric flapping mode with the upward flapping angle greater than the downward flapping angle(UR) and the asymmetric flapping mode with the downward flapping angle greater than the upward flapping angle(U). The influence of the three flapping modes on the structural strength is verified by theoretical calculation. The fluid-structure interaction simulation(FSI) is used to verify the influence of three flapping modes on aerodynamic characteristics. Finally, the advantages and disadvantages of three patting methods are compared and analyzed, it is concluded that under the same motion and flow field conditions, the pitching moment and thrust of UR are the smallest, and the lift is the largest, which is suitable for slow and stable flight;U has the largest thrust and pitching moment, and the smallest lift, which is conducive to rapid flight;The pitching moment, thrust and lift of S are moderate, and the performance is balanced, which is suitable for conventional flight. This study is helpful for the structural design of bat-like FAV. © 2022 IEEE.

关键词： Fluid structure interaction

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Stability Augmentation Control of Tilting Dual-Rotor UAV with Balance Tail

Stability Augmentation Control of Tilting Dual-Rotor UAV wit...

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2022 IEEE International Conference on Unmanned systems, ICUS 2022

作者： Xu, Yurui Gao, Liang Liu, Benshan Zhang, Junming Zhu, Yanhe Zhao, Jie Harbin Institute of Technology State Key Laboratory of Robotics and System Harbin China

ISBN: (数字)9781665484565

ISBN: (纸本)9781665484565

In order to improve the stability of the dual-rotor Unmanned Aerial Vehicle (UAV), a balance tail is designed to be equipped on the UAV. With reasonable movement, the balance tail may generate additional force and moment which can promote the UAV to be stable rapidly when the UAV is ready to stop. Firstly, the kinematics and dynamics of the tilt-rotor UAV are modeled by Newton-Euler method, and the relations between the movement of the balance tail and the additional force and moment are deduced. The flight control of tilting dual-rotor UAV is realized. Then, the influences of the balance tail on the dual-rotor UAV are analyzed by the nonlinear simulation under the conditions of different masses of the tail and swing rules. Finally, the tail coordinating with the motor tilting and active control of the tail based on cascade PID are explored for stability augmentation of the UAV, respectively. and the effectiveness of the two methods is verified by simulation. © 2022 IEEE.

关键词： Attitude control

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Atomistic study on the microscopic mechanism of grain boundary embrittlement induced by small dense helium bubbles in iron

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Nuclear Science and Techniques 2024年第3期35卷 84-95页

作者： Lei Peng Yong-Jie Sun Jing-Yi Shi Yi-Fei Liu Shang-Ming Chen Liu-Liu Li State Key Laboratory of Particle Detection and Electronics University of Science and Technology of ChinaHefei 230026China School of Nuclear Science and Technology University of Science and Technology of ChinaHefei 230027China Science and Technology on Reactor System Design Technology Laboratory Nuclear Power Institute of ChinaChengdu 610213China

The helium bubbles induced by 14 MeV neutron irradiation can cause intergranular fractures in reduced activation ferritic martensitic steel,which is a candidate structural material for fusion *** order to elucidate the susceptibility of different grain boundaries(GBs)to helium-induced embrittlement,the tensile fracture processes of 10 types of GBs with and without helium bubbles in body-centered cubic(bcc)iron at the relevant service temperature of 600 K were investigated via molecular dynamics *** results indicate that in the absence of helium bubbles,the GBs studied here can be classified into two distinct categories:brittle GBs and ductile *** atomic scale analysis shows that the plastic deformation of ductile GB at high temperatures originates from complex plastic deformation mechanisms,including the Bain/Burgers path phase transition and deformation twinning,in which the Bain path phase transition is the most dominant plastic deformation ***,the presence of helium bubbles severely inhibits the plastic deformation channels of the GBs,resulting in a significant decrease in elongation at *** bubble-decorated GBs,the ultimate tensile strength increases with the increase in the misorientation ***,the coherent twin boundary∑3{112}was found to maintain relatively high fracture strength and maximum failure strain under the influence of helium bubbles.

关键词： Helium bubble Grain boundary Embrittlement Reduced activation ferritic martensitic steel Molecular dynamics Bain path

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Speed Fluctuation Suppression of Current Scaling Errors Based on Improved Iterative Learning Control Method 26

Speed Fluctuation Suppression of Current Scaling Errors Base...

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26th International Conference on Electrical Machines and systems, ICEMS 2023

作者： Mu, Haoyi Yu, Guodong Li, Shaobin Zhu, Pengcheng Xu, Yongxiang School of Electrical Engineering and Automation Harbin Institute of Technology Harbin China State Key Laboratory of Robotics and System Harbin China

ISBN: (纸本)9798350317589

In recent years, there has been a growing demand for high-precision speed control of permanent magnet synchronous motor (PMSM), drawing significant attention to the issue of inherent current measurement errors in drive control. This paper presents a novel approach to mitigate periodic speed fluctuations using an expert system-based iterative learning control (ILC) method. The proposed method employs an expert system to dynamically adjust the weight values of the memory factor during online updates. This ensures the calculated relaxation factor optimally suppresses speed fluctuations across all operating conditions. Furthermore, the stability and parameter tuning aspects are analyzed from the perspective of transfer functions, and the feasibility of the proposed method is demonstrated through simulation. © 2023 IEEE.

关键词： Errors

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Will the fibers of the future be considered fibers?

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National Science Review 2024年第10期11卷 15-17页

作者： Dewen Xu Ya Liu Hailiang Wang Wei Yan Changjun Jiang Meifang Zhu State Key Laboratory for Modification of Chemical Fibers and Polymer Materials College of Materials Science and Engineering Donghua University Key Laboratory of Embedded System and Service Computing Ministry of Education Tongji University Department of Computer Science and Technology Tongji University

Fiber materials are key materials that have changed human history and promoted the progress of human civilization. In ancient times, humans used feathers and animal skins for clothing, and later they widely employed natural fibers such as cotton, hemp, silk and wool to make fabrics(Fig. 1a). Chinese ancestors had mastered the art of natural fiber weaving as early as the Neolithic *** thousand years ago, people were already familiar with and adept at techniques for spinning natural fibers [1].

关键词： future will considered fibers

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