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Learning to Identify Footholds from Geometric Characteristics for a Six-legged Robot over Rugged Terrain

Journal of Bionic engineering 2020年第3期17卷 512-522页

作者： Jie Chen Chong Liu Haibin Zhao Yanhe Zhu Jie Zhao School of Mechanical Engineering and Automation Northeastern UniversityShenyang 110819China State Key Laboratory of Robotics and System Harbin Institute of TechnologyHarbin 150001China

Foothold identification is a key ability for legged robots that allows generating terrain adaptive behaviors(e.g.,gait and control parameters)and thereby improving mobility in complex *** this end,this paper addresses the issue of foothold characterization and identification over rugged terrain,from the terrain geometry point of *** a terrain region that might be a potential foothold of a robotic leg,the characteristic features are extracted as two first-order partial derivatives and two curvature parameters of a quadric regression surface at this *** features are able to give an intuitive and,more importantly,accurate characterization towards the specific geometry of the ground *** this basis,a supervised learning technique,Support Vector Machine(SVM),is employed,seeking to Ieam a foothold identification policy from human expert *** a result,an SVM classifier is leamt using the extracted features and human-demonstrated labels,which is able to identify whether or not a certain ground location is suited as a safe foot support for a robotic *** is shown that over 90%identification rate can be achieved with the proposed ***,preliminary experiment is implemented with a six-legged robot to demonstrate the effectiveness of the proposed approach.

关键词： six-legged robot foothold characterization foothold identification geometric characteristics support vector machine

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Design and Experiment of A Hybrid Wave Energy Harvester Based on Tapered Rollers

Design and Experiment of A Hybrid Wave Energy Harvester Base...

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Micro and Nanotechnology for Power Generation and Energy Conversion Applications (PowerMEMS)

作者： Yunfei Li Tianyi Tang Yan Fang Manjuan Huang Cheng Hou Huicong Liu Lining Sun State Key Laboratory of Robotics and System Harbin Institute of Technology (HIT) Harbin China School of Mechanical and Electric Engineering Jiangsu Provincial Key Laboratory of Advanced Robotics Soochow University CHINA State Key Laboratory of Robotics and System Harbin Institute of Technology (HIT) China

ISBN: (纸本)9781665493079

This paper presents a hybrid energy harvester based on tapered rollers with an electromagnetic generator (EMG) component and a triboelectric nanogenerator (TENG) component for ultra-low frequency wave energy harvesting. The chaotic pendulum is adjusted to adapt the wave excitation under different sea conditions, ensuring that the device achieves optimal output performance. At excitation frequency of 1Hz and the tilt angle of 60°, the open-circuit voltage peaks of 8.4 and 132 V can be achieved by the EMG and TENG, respectively, corresponding to the power outputs of 4.38 and 0.078 mW, respectively. It was demonstrated that the device can easily light up over 360 red light-emitting diodes.

关键词： Performance evaluation Oceans Voltage Energy conversion Light emitting diodes Electromyography Sensors

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Layered structural engineering of Bi 2 O 3 /PP and WO 3 /PP composites for γ-ray shielding in high energy range: anisotropic attenuation mechanisms via Monte Carlo simulation and experiments

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Journal of Materials Research and Technology 2025年 36卷 10324-10336页

作者： Xiangjie Duan Jie Zhao Shuaida Song Na Zhou Jizhuang Fan Bo Tian Yunchen Du State Key Laboratory of Space Power-Sources School of Chemistry and Chemical Engineering Harbin Institute of Technology Harbin 150001 People's Republic of China State Key Laboratory of Robotics and System Harbin Institute of Technology Harbin 150006 People's Republic of China Heilongjiang Institute of Atomic Energy Heilongjiang Academy of Sciences Harbin 150081 People's Republic of China

The development of non-toxic and flexible polymer-based shielding composites has become a research hotspot due to the severe harm of γ ray to living organisms, mechanical equipment, and environment. However, the γ-ray shielding performance of polymer-based composites in high-energy range remains unsatisfactory. Herein, FLUKA Monte Carlo simulations capable of visualizing γ-photon transport behaviors are investigated in Bi 2 O 3 /PP and WO 3 /PP multi-layer composites with various layered configurations. The simulation results reveal significant anisotropic attenuation effects on shielding characteristics caused by layered configurations and incident path of γ-photons relative to the interface position. Subsequently, single-layer, AB, and sandwich-like ABA composites with a fixed thickness of 2.0 mm are experimentally fabricated via melt-mixing and hot press methods. At 1332 keV, sandwich-like WPPBPPWPP composite (WO 3 /PP outer layers + Bi 2 O 3 /PP core) achieves linear attenuation coefficients and radiation protection efficiency of 0.31 cm −1 and 6 %, respectively, which are 29 % higher than those of single-layer composite. These improvements originate from multiple scattering induced by interlayer interface. Additionally, layered configurations with externally placed high-density fillers (WO 3 ) and internally placed high atomic number fillers (Bi 2 O 3 ) further promote γ-photon attenuation in high-energy range. Experimental results validate the anisotropic shielding trends observed in MC simulations. Moreover, multi-layer composites demonstrate significantly improved energy storage capacity, thermal stability, and oxidation resistance while maintaining comparable to those of single-layer composites. This work provides a scalable strategy for developing non-toxic and flexible shielding materials applicable in nuclear protection, medical devices, and aerospace systems, where lightweight and efficient radiation attenuation are critical.

关键词： Polymer-based composites Multi-layer structural engineering γ-Ray shielding Monte Carlo simulation Anisotropy attenuation Heterogeneous interface

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A Novel Non-cooperative Target Capture Tool for Defunct Satellite 17

A Novel Non-cooperative Target Capture Tool for Defunct Sate...

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17th IEEE International Conference on mechatronics and Automation, ICMA 2020

作者： Sun, Yongjun Liu, Yiwei Jin, Minghe Liu, Rongqiang Liu, Hong Harbin Institute of Technology School of Mechatronics Engineering State Key Laboratory of Robotics and System Harbin Heilongjiang Province China

ISBN: (数字)9781728164168

ISBN: (纸本)9781728164151

With the increase of defunct satellites, the orbit resource of the Earth is becoming more and more shortage. As one of the key technologies, the capture of non-cooperative targets has become a research hotspot. Due to its obvious characteristics, easy identification, high strength and high stiffness, the Launch Adapter Ring (LAR) has become a capture object on the defective and tumbling satellite. In this paper, a novel LAR capture tool is developed, and the LAR capture tool is designed, manufactured and tested. In order to improve the probability of grasp, the direct drive was adopted. The main research contents are as follows: overall design of the capture tool, design of electromagnetic brake, analysis of kinematics, and test the prototype. © 2020 IEEE.

关键词： Orbits

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Material Removal Mechanism and Microstructure Fabrication in Micro-Milling of Glow Discharge Polymer (GDP)

SSRN

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SSRN 2022年

作者： Wang, Guangzhou Yu, Tianyu Zhou, Xingying Guo, Ruiyang Chen, Mingjun Sun, Yazhou School of Mechatronics Engineering Harbin Institute of Technology Heilongjiang Harbin150001 China State Key Laboratory of Robotics and System Harbin Institute of Technology Heilongjiang Harbin150001 China

Glow discharge polymer (GDP) is an essential material for target ball applied in inertial confinement fusion (ICF). The processing quality of GDP material directly affects its high energy performance. Machinability and material removal mechanism are critical to attain a high processing quality during micro cutting. In this work, a comprehensive study of the machinability and removal mechanism of GDP material is conducted. Mechanical properties of GDP, such as elastic modulus, hardness and elastic recovery rate, were investigated first using nanoindentation experiments. Micro milling experiments were performed using micro ball end milling. Chip modes, machined surface morphology and their formation mechanism are emphatically analyzed. An geometric model for calculating undeformed chip area removed by ball end mill was proposed for analyzing the specific cutting force. Additionally, the effects of minimum uncut chip thickness (MUCT) threshold and size effect on the machining quality of GDP material were also studied. By comprehensively analyzing chip morphology, cutting force, specific cutting force as well as surface integrity, the cutting mechanism of GDP material can be roughly divided into the ploughing dominated, the ploughing-shearing coexist and the shearing dominated Below normalized MUCT threshold of 0.339, the size effect is obvious. When the ratio of feed per tooth to cutting edge radius is up to 0.714, the size effect has little influence on the machining of GDP material. At the end, micro dimples were fabricated on the GDP surface by ball end milling. The surface quality of machined micro dimples indicates that the ploughing effect and size effect have significant impact on machining micro-dimpled structures in ploughing dominated mode. The parameters (e.g. step or pitch distance) of specific machining ways (e.g. layer milling or spiral milling) are the main factors affecting machining micro dimples in shearing dominated mode. © 2022, The Authors. All rig

关键词： Surface morphology

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A Path Planning Algorithm of Spray Robot based on 3D Point Cloud

A Path Planning Algorithm of Spray Robot based on 3D Point C...

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2020 International Conference on Communications, Information system and Computer engineering, CISCE 2020

作者： Yang, Jubo Kong, Minxiu Wang, Rundong School of Mechatronics Engineering Harbin Institute of Technology Harbin China State Key Laboratory of Robotics and System Harbin China

ISBN: (纸本)9781728197616

The automatic path planning method of spray robot has always been a challenging problem, especially for the mixed-line production of various workpieces. This paper discusses the self-acquisition technology of spray path based on the point cloud model of furniture. The coordinate relationship between the coordinate system of the spraying system and the adaptive adjustment of the pose are discussed for the point cloud pose of the furniture. The furniture surface path planning based on point cloud slices and edge spraying based on edge extraction technology were studied to obtain the ordered path point sequence and posture of the spray gun. Through the robot spraying experiment on flat furniture and complex curved furniture, the reliability of the algorithm is verified from the aspects of algorithm efficiency and spraying effect. © 2020 IEEE.

关键词： Motion planning

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Real-Time Deformation Simulation of Kidney Surgery Based on Virtual Reality

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Journal of Shanghai Jiaotong university(Science) 2021年第3期26卷 290-297页

作者： JING Mengjie CUI Zhixin FU Hang CHEN Xiaojun Institute of Biomedical Manufacturing and Life Quality Engineering State Key Laboratory of Mechanical System and VibrationSchool of Mechanical EngineeringShanghai Jiao Tong UniversityShanghai200240China Institute of Medical Robotics Shanghai Jiao Tong UniversityShanghai200240China

Virtual reality-based surgery simulation is becoming popular with the development of minimally invasive abdominal surgery,where deformable soft tissue is modelled and *** mass-spring model(MSM)and finite element method(FEM)are common methods used in the simulation of soft tissue ***,MSM has an issue concerning accuracy,while FEM has a problem with *** achieve higher accuracy and efficiency at the same time,we applied a co-rotational FEM in the simulation of a kidney with a tumour inside,achieving a real-time and accurate deformation *** addition,we set a multi-model representation for mechanical simulation and visual *** implicit Euler method and conjugate gradient method were adopted for setting and solving the linear *** a realistic simulation of surgery,constraints outside the kidney and between the kidney and tumour were set with two series of mechanical properties for the two *** were conducted to validate the accuracy and real-time performance.

关键词： computer-assisted surgery virtual reality real-time simulation finite element method(FEM) corotation FEM

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A Triboelectric Multifunctional Sensor Based on the Controlled Buckling Structure for Motion Monitoring and Bionic Tactile of Soft Robots

SSRN

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SSRN 2022年

作者： Xu, Jinsui Xie, Zhijie Yue, Honghao Lu, Yifan Yang, Fei State Key Laboratory of Robotics and System School of Mechatronics Engineering Harbin Institute of Technology Harbin150001 China College of mechanical and electrical engineering Northeast Forestry University Harbin150042 China

Soft robots have unlimited degrees of freedom, which limits the application of traditional sensors in the field of soft robots. Therefore, continuous motion monitoring and tactile feedback for soft robots have been challenging. To address this challenge, this paper proposes a multifunctional sensor by combining controlled buckling structure with triboelectric nanogenerator for the first time to detect and control grasping, realize two-dimensional (2D) planar motion, and achieve adaptive obstacle avoidance in soft robots. A 2D kirigami electrode is compressed and buckled into a stretchable three-dimensional (3D) structure by pre-stretching the substrate. The proposed soft grasping system sensor can detect the bending angle of a soft gripper to identify the size of a grasped object, achieving a detection accuracy of 91.67%. By alternately arranging the buckling electrodes to form a 2D spatial decoupling structure, the 2D motion sensor (2DMS) can detect the movement direction and real-time position of a robot with an accuracy rate of 83.33%. Using the compressible properties of the buckling 3D structure, the inchworm-like soft robot (I-LSR) tactile sensor can sense the surrounding environment, thereby realizing dynamic obstacle avoidance. The proposed novel multifunctional triboelectric sensor by combining the properties of controlled buckling structure provides a theoretical and experimental basis for high-precision motion detection and intelligent obstacle avoidance for soft robots. © 2022, The Authors. All rights reserved.

关键词： Buckling

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Flapping-Wing Robot Achieves Multi-Domain Locomotion Using Transformable Wheel Mechanism

Flapping-Wing Robot Achieves Multi-Domain Locomotion Using T...

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IEEE International Conference on robotics and Biomimetics

作者： Xiangxiao Chai Shihua Wang Erzhen Pan Wenfu Xu School of Mechanical Engineering and Automation Harbin Institute of Technology (Shenzhen) Shenzhen China Key University Laboratory of Mechanism & Machine Theory and Intelligent Unmanned Systems of Guangdong Shenzhen China State Key Laboratory of Robotics and System Harbin Institute of Technology Harbin China

ISBN: (数字)9798331509644

ISBN: (纸本)9798331509651

The difficulty of moving from aquatic to aerial environment is one of the major challenges limiting the development of trans-medium multi-domain locomotion vehicles. In this paper, the concept of the transformable wheel, a feature commonly found in autonomous land vehicles (AL V s), is introduced into the design. Additionally, a flapping-wing robot equipped with multi-domain locomotion capability, which can not only realize aerial flight and surface navigation on water, but also ascend from water to land for subsequent takeoff is presented. The paper first introduces the system design of the robot and proposes the corresponding multi-domain locomotion strategy. Subsequently, the design of the transformable wheel mechanism is described in detail and the force analysis for the water-exit is conducted. The feasibility of the proposed strategy is experimentally validated, confirming the prototype's multi-domain locomotion performance finally. This research explores the feasibility of introducing the transformable wheel mechanism into trans-medium multi-domain vehicle platforms and provides a design example.

关键词： Legged locomotion Torque Limiting Navigation Propellers Roads Wheels Prototypes Motors system analysis and design

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Active Complaint Control for Smooth and Quick Connector Assembly*

Active Complaint Control for Smooth and Quick Connector Asse...

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IEEE International Conference on robotics and Biomimetics

作者： Jun Wu Yu He He Wang Qiyu Wang Shaowei Fan School of Mechanical and Electrical Engineering University of Electronic Science and Technology of China Chengdu China State Key Laboratory of Robotics and System Harbin Institute of Technology Harbin China

This paper presents an active complaint control for smooth and quick connector assembly. The application requirement of an end-effector with simultaneous connecters is firstly defined. Then, the hybrid impedance control provides the foundation for active search and passive assembly. After that, a resolution-variant Lissajous search is proposed for smooth motion and earlier connection. At last, simulations and experiments indicate that the proposed controller can guarantee smooth and quick search for connector assembly.

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