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Critical Suction Characteristic Analyses of a Wall Climbing Robot 被引量:2
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作者 徐代君 高学山 +3 位作者 吴晓兵 范宁军 李科杰 朱炜 《Journal of Beijing Institute of Technology》 EI CAS 2007年第2期135-139,共5页
A new method called critical suction is used based on the wall climbing robot demands of miniature structure, moving smartly and low noise. It makes the robot achieve the homeostasis state in the suction cup, and in t... A new method called critical suction is used based on the wall climbing robot demands of miniature structure, moving smartly and low noise. It makes the robot achieve the homeostasis state in the suction cup, and in this condition the robot can stay on the wall reliably and move smartly. The fluid mechanics model and fluid network model are set up to analyze the robot suction system when the airflow is steady or changes suddenly. Furthermore, simulation results indicate the close relation between the key parameters of robot structure and the suction system. Finally the method of critical suction proves correct in theory. 展开更多
关键词 wall climbing robot critical suction fluid mechanics fluid network
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Wall Follower Autonomous Robot Development Applying Fuzzy Incremental Controller 被引量:3
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作者 Dirman Hanafi Yousef Moh Abueejela Mohamad Fauzi Zakaria 《Intelligent Control and Automation》 2013年第1期18-25,共8页
This paper presents the design of an autonomous robot as a basic development of an intelligent wheeled mobile robot for air duct or corridor cleaning. The robot navigation is based on wall following algorithm. The rob... This paper presents the design of an autonomous robot as a basic development of an intelligent wheeled mobile robot for air duct or corridor cleaning. The robot navigation is based on wall following algorithm. The robot is controlled using fuzzy incremental controller (FIC) and embedded in PIC18F4550 microcontroller. FIC guides the robot to move along a wall in a desired direction by maintaining a constant distance to the wall. Two ultrasonic sensors are installed in the left side of the robot to sense the wall distance. The signals from these sensors are fed to FIC that then used to determine the speed control of two DC motors. The robot movement is obtained through differentiating the speed of these two motors. The experimental results show that FIC is successfully controlling the robot to follow the wall as a guidance line and has good performance compare with PID controller. 展开更多
关键词 AUTONOMOUS robot wall FOLLOWER Fuzzy INCREMENTAL CONTROLLER Embedded System
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Research on adsorption mechanism of wall climbing robots based on internally balanced theory 被引量:2
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作者 樊继壮 朱延河 +1 位作者 赵杰 蔡鹤皋 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2007年第3期423-427,共5页
The internally balanced theory proposed by the Japanese researchers,solved the contradiction between adsorption ability and moving capability of the permanent magnetic adsorption mechanism.However,it still has some pr... The internally balanced theory proposed by the Japanese researchers,solved the contradiction between adsorption ability and moving capability of the permanent magnetic adsorption mechanism.However,it still has some problems when applied to wall climbing robots.This paper analyzes and improves this theory,and the improved internally balanced theory satisfies the requirements of the adsorption mechanism significantly.Finally,a practical prototype is proposed based on this method,and both the analysis using ANSYS and the experiment results justify the design validity. 展开更多
关键词 permanent magnetic adsorption wall climbing robots internally balanced magnet theory adsorption mechanism
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Adsorption Performance of Sliding Wall-Climbing Robot 被引量:5
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作者 LI Jun GAO Xueshan +3 位作者 FAN Ningjun LI Kejie JIANG Zhihong JIANG Zhijian 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2010年第6期733-741,共9页
Sliding wall-climbing robot (SWCR) is applied worldwide for its continuous motion, however, considerable air leakage causes two problems: great power consumption and big noise, and they constraint the robot's comp... Sliding wall-climbing robot (SWCR) is applied worldwide for its continuous motion, however, considerable air leakage causes two problems: great power consumption and big noise, and they constraint the robot's comprehensive performance. So far, effective theoretical model is still lacked to solve the problems. The concept of SWCR's adsorption performance is presented, and the techniques of improving utilization rate of given adsorption force and utilization rate of power are studied respectively to improve SWCR's adsorption performance. The effect of locomotion mechanism selection and seal's pressure allocation upon utilization rate of given adsorption force is discussed, and the theoretical way for relevant parameters optimization are provided. The directions for improving utilization rate of power are pointed out based on the detail analysis results of suction system's thermodynamics and hydrodynamics. On this condition, a design method for SWCR-specific impeller is presented, which shows how the impeller's key parameters impact its aerodynamic performance with the aid of computational fluid dynamics (CFD) simulations. The robot prototype, BIT Climber, is developed, and its functions such as mobility, adaptability on wall surface, payload, obstacle ability and wall surface inspection are tested. Through the experiments for the adhesion performance of the robot adsorption system on the normal wall surface, at the impeller's rated rotating speed, the total adsorption force can reach 237.2 N, the average effective negative pressure is 3.02 kPa and the design error is 3.8% only, which indicates a high efficiency. Furthermore, it is found that the robot suction system's static pressure efficiency reaches 84% and utilization rate of adsorption force 81% by the experiment. This thermodynamics model and SWCR-specific impeller design method can effectively improve SWCR's adsorption performance and expand this robot applicability on the various walls. A sliding wall-climbing robot with high adhesion efficiency is developed, and this robot has the features of light body in weight, small size in structure and good capability in payload. 展开更多
关键词 wall-climbing robot adsorption performance centrifugal impeller CFD simulation
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The Kinematics and Force Analysis of a New Leg Mechanism for Multi-legged Wall-Climbing Robot
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作者 Luo Yi Qian Jinwu Shen Yaozong Gong Zhenbang (School of Mechanical and Electronic Engineering) 《Advances in Manufacturing》 SCIE CAS 1998年第1期52-56,共5页
This paper presents a new kind of leg mechanism with which the wall climbing robot can easily perform the ground to wall transition by itself.To get its walking envelope and limit position,the forward/inverse kinem... This paper presents a new kind of leg mechanism with which the wall climbing robot can easily perform the ground to wall transition by itself.To get its walking envelope and limit position,the forward/inverse kinematics and the statics of the mechanism are solved.All of these lay the foundation for ground to wall transition gait programing,mechanism parameter selection and optimization. 展开更多
关键词 wall climbing robot leg mechanism KINEMATICS STATICS
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A Wall Climbing Robot with Two Driven Wheels
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作者 门广亮 《High Technology Letters》 EI CAS 1995年第2期36-38,共3页
A wall climbing robot with two driven wheels and single adhering disk is introduced in this paper. The robot has a compact structure and can be controlled flexibly. This kind of robot will have a wide prospect for app... A wall climbing robot with two driven wheels and single adhering disk is introduced in this paper. The robot has a compact structure and can be controlled flexibly. This kind of robot will have a wide prospect for application. 展开更多
关键词 wall CLIMBING robot Single adheslve TWO DRIVEN WHEELS
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PERFORMANCE OF A KIND OF PERMANENT MAGNETICSUCKERSUSED IN WALL- CLIMBING ROBOTS
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作者 仝建刚 马培荪 +1 位作者 包志军 陈俊梅 《Journal of Shanghai Jiaotong university(Science)》 EI 2000年第2期42-46,共5页
The magnetic circuit of a kind of permanent magnetic sucker attached to the tracks of a wall climbing robot was researched. The formula of the attractive force of sucker to a wall was derived and the relationship betw... The magnetic circuit of a kind of permanent magnetic sucker attached to the tracks of a wall climbing robot was researched. The formula of the attractive force of sucker to a wall was derived and the relationship between the force and the air gaps was analyzed. Furthermore the effect of the parameters of the magnetic sucker on the sucker’s performance was discussed. The experiments show that proper selections of the sucker’s structural parameters can provide sufficient attractive force so as to make the wall climbing robot move safely on the steel wall surface. 展开更多
关键词 permanent MAGNETIC SUCKER ATTRACTIVE force MAGNETIC circuit wall CLIMBING robot Document code:A
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Wall-climbing Robot with Negative Pressure Sucker Used for Cleaning Work
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作者 赵言正 《High Technology Letters》 EI CAS 1999年第2期85-88,共4页
The Wall climbing Robot is a kind of robot used in extremely hazardous environment, which has very widely use. In this paper, we introduced a new kind of wall climbing robot, which are used in cleaning work. It was de... The Wall climbing Robot is a kind of robot used in extremely hazardous environment, which has very widely use. In this paper, we introduced a new kind of wall climbing robot, which are used in cleaning work. It was designed with single sucker and special designed sealing mechanism, which can be used to do cleaning work on ceramic and glasses surface of high buildings(about 70 meters). 展开更多
关键词 wall CLIMBING robot NEGATIVE pressure SUCKER Power line CARRIER
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Investigation on the Effect of the Tension Degree of Tracks on the Adsorption Performance of Tracked Wall Climbing Robot
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作者 Shun Xiao Guangping He +3 位作者 Jiejian Di Jie Zhang Zhonghai Zhang Lin Zhou 《Journal of Harbin Institute of Technology(New Series)》 CAS 2023年第1期52-60,共9页
In this paper,a new tracked wall climbing robot with permanent magnetic units is designed,and the tension degree of robot’s tracks is found to have a significant impact on the robot’s adsorption performance.This tra... In this paper,a new tracked wall climbing robot with permanent magnetic units is designed,and the tension degree of robot’s tracks is found to have a significant impact on the robot’s adsorption performance.This tracked wall climbing robot is a remotely controlled robot.All the control devices can be installed on the robot body.All the permanent magnetic units are arranged on the light track.In order to illustrate the relationship between the tension degree and the adsorption performance,when absorbed on the vertical surface and 180⁃degree inverted surface,the static force analysis of the robot is presented.Finally,experiments were demonstrated to prove that higher tension degree of tracks can make adsorption performance better. 展开更多
关键词 permanent magnetic adsorption TRACK tension degree wall climbing robot
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Spondylodiscitis, epidural abscess, and meningitis after transoral robotic surgical resection of a squamous cell carcinoma of the posterior pharyngeal wall
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作者 Seth I.Noorbakhsh Jeffson C.H.Chung Meghan T.Turner 《Laparoscopic, Endoscopic and Robotic Surgery》 2021年第3期85-89,共5页
Transoral robotic surgery(TORS)is a minimally invasive technique for resection of tumors of the posterior pharyngeal wall.Rarely,post-TORS cervical spondylodiscitis has been reported in the literature,with high morbid... Transoral robotic surgery(TORS)is a minimally invasive technique for resection of tumors of the posterior pharyngeal wall.Rarely,post-TORS cervical spondylodiscitis has been reported in the literature,with high morbidity and mortality.A 64-year-old female with underlying cervical disk disease underwent TORS resection of a posterior pharyngeal wall carcinoma without reconstruction in April 2020.Roughly one month post-operatively,the patient presented with clinical and radiographic signs of spondylodiscitis,epidural abscess,and meningitis.The patient was treated with antibiotic therapy and anterior cervical discectomy and fusion.The patient recovered without neurologic deficit.A three-month post-treatment PET-CT scan showed no evidence of residual disease.Post-operative cervical spondylodiscitis and meningitis are rare complications of TORS resection for posterior pharyngeal wall carcinomas,but the risk is increased in patients with underlying cervical disk disease.In such patients,perioperative antibiotic treatment and/or reconstruction should be considered to prevent neurologic complications and death. 展开更多
关键词 Transoral robotic surgery Posterior pharyngeal wall carcinoma SPONDYLODISCITIS MENINGITIS Surgical complication
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On Transit Gait Programming of Six-legged Wall-climbing Robot
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作者 钱晋武 龚振邦 张启先 《Advances in Manufacturing》 SCIE CAS 1997年第1期42-47,共6页
Transit gait programming is a key problem for a multi-legged robot to climb automatically from the ground up the wall, as well as between wall intersections. In this paper, a new idea is put forward by which the compl... Transit gait programming is a key problem for a multi-legged robot to climb automatically from the ground up the wall, as well as between wall intersections. In this paper, a new idea is put forward by which the complex transit gait is decomposed into a sequence of two relatively simpler parts - single-leg motion and body pitching motion. An algorithm based on the above concept shows its feasibility and effectiveness in the graphic kinematics simulation. 展开更多
关键词 wall-climbing robot. ground-to-wall transit gait kinematics simulation gait programming
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Fault detection and identification based on combining logic and model in a wall-climbing robot
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作者 Yong JIANG Hongguang WANG +1 位作者 Lijin FANG Mingyang ZHAO 《控制理论与应用(英文版)》 EI 2009年第2期157-162,共6页
A combined logic- and model-based approach to fault detection and identification (FDI) in a suction foot control system of a wall-climbing robot is presented in this paper. For the control system, some fault models ... A combined logic- and model-based approach to fault detection and identification (FDI) in a suction foot control system of a wall-climbing robot is presented in this paper. For the control system, some fault models are derived by kinematics analysis. Moreover, the logic relations of the system states are known in advance. First, a fault tree is used to analyze the system by evaluating the basic events (elementary causes), which can lead to a root event (a particular fault). Then, a multiple-model adaptive estimation algorithm is used to detect and identify the model-known faults. Finally, based on the system states of the robot and the results of the estimation, the model-unknown faults are also identified using logical reasoning. Experiments show that the proposed approach based on the combination of logical reasoning and model estimating is efficient in the FDI of the robot. 展开更多
关键词 FDI Fault tree Model estimation Logic reasoning wall-climbing robot
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Research on Alternatively Moving Vacuum Absorbing Wall-climbing Robot
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作者 姜洪源 李曙生 +2 位作者 潘沛霖 昌先国 高学山 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 1999年第1期8-13,共6页
In conection with the complex working-surroundings of the wall-climbing Robot, this paper researched akind of alternatively moving mechanism with good obstacle-surmounting ability and high moving speed, making use oft... In conection with the complex working-surroundings of the wall-climbing Robot, this paper researched akind of alternatively moving mechanism with good obstacle-surmounting ability and high moving speed, making use ofthe thought of bionics. This paper designed a kind of self-adjusting multi-vacuum sucker. Furthermore, it employedthe theory of vacuum system to establish the work mathematics madel of control switch to are sucking disc and presented the design parameter of the control switch. In addition, this paper made use of the thought of bionics to design aobstacle-surmounting mechanism used in wall-climbing robot. Also it employed the theory Of robotics to analyze the kinematics and the dynamics movement of die robot. 展开更多
关键词 Altermatively MOVING MECHANISM wall-climbing robot SELF-ADJUSTING multi-vacuum SUCKER obstaclesurmounting MECHANISM
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High-performance wall-climbingrobot for inspection and maintenance
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作者 邵洁 高学山 +4 位作者 戴福全 宗成国 白阳 郭文增 李军 《Journal of Beijing Institute of Technology》 EI CAS 2014年第3期383-389,共7页
A wall-climbing robot that can continuously work on many types of wall surfaces has been developed. This robot based on low-vacuum adsorption principle consists of a locomotion mecha- nism, a sealing device, a fluid m... A wall-climbing robot that can continuously work on many types of wall surfaces has been developed. This robot based on low-vacuum adsorption principle consists of a locomotion mecha- nism, a sealing device, a fluid machine and a detecting system. The adsorption force is analyzed in details and its influencing factors are given. The robot prototype, which has the features of high ad- hesion efficiency, light body in weight, small size in structure and good capability in payload, is test- ed in outdoor and indoor environments. Through the experiments, the influences of the impeller slit and the seal clearance are discussed. In addition, the robot functions such as adsorption perform- ance, locomotion performance and wall adaptability are tested by experiments. The experiments have verified that the robot not only can climb on many types of wall surfaces, but also has outstand- ing locomotion ability and payload capacity. 展开更多
关键词 wall-climbing robot low-vacuum adsorption adsorption force impeller slit seal clear-ance
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Design and motion control analysis of double helix wall climbing robot
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作者 Jinzhan WANG Minglu CHI +6 位作者 Yue MA Qinchao REN Mengqing HUANG Yibo CHEN Ruihua REN Jinyu WANG Si LIU 《Mechanical Engineering Science》 2022年第1期27-34,共8页
For the detection environment of complex walls such as high-rise buildings,a double helix wall climbing robot(DHWCR)with strong adsorption force and good stability is designed and developed,which uses symmetrical prop... For the detection environment of complex walls such as high-rise buildings,a double helix wall climbing robot(DHWCR)with strong adsorption force and good stability is designed and developed,which uses symmetrical propellers to provide adsorption force.The symmetrical driving structure can provide smooth thrust for the DHWCR,so that the robot can be absorbed to the wall surface with different roughness.A left and right control frame with multiple degrees of freedom is designed,which can adjust the fixed position of the brushless propeller motor in the front and back directions,realize the continuous adjustable thrust direction of the robot,and improve the flexibility of the robot movement.Using the front wheel steering mechanism with universal joint,the steering control of the DHWCR is realized by differential control.In the vertical to ground transition,the front and rear brushless motors can provide the pull up and oblique thrust,so that the DHWCR can smoothly transition to the vertical wall.The motion performance and adaptability of the DHWCR in the horizontal ground and vertical wall environment are tested.The results show that the DHWCR can switch motion between the horizontal ground and vertical wall,and can stably adsorb on the vertical wall with flexible attitude control.The DHWCR can move at a fast speed.The speed on the horizontal ground is higher than that on the vertical wall,which verifies the feasibility and reliability of the DHWCR moving stably on the vertical wall. 展开更多
关键词 Double helix wall climbing robot Reverse thrust adsorption Structural design Motion control
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基于RobotStudio的自动砌墙系统设计及其仿真 被引量:3
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作者 任丰兰 《电工技术》 2021年第24期9-12,共4页
当今经济发展迅速,建筑工程施工技术水平也在稳步上升,但是建筑行业仍面临着人工砌墙效率低、劳动强度大、建筑工作条件恶劣等问题,基于此,设计了一种由机器人实现的自动砌墙系统。阐述了自动砌墙系统的工作原理,对自动砌墙系统的搬运... 当今经济发展迅速,建筑工程施工技术水平也在稳步上升,但是建筑行业仍面临着人工砌墙效率低、劳动强度大、建筑工作条件恶劣等问题,基于此,设计了一种由机器人实现的自动砌墙系统。阐述了自动砌墙系统的工作原理,对自动砌墙系统的搬运垒砖装置、输送砖头装置、抹泥装置和机械手等进行了设计,对自动砌墙系统的工作站进行布局和模型的构建,对自动砌墙系统进行程序编制,通过ABB RobotStudio软件构建了自动砌墙系统的仿真模型,模拟了自动砌墙过程,验证了自动砌墙系统设计的合理性,为砌墙系统的制造提供了较好的依据。 展开更多
关键词 robotStudio 自动砌墙系统 工业机器人 机械爪手
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On Maximal Weight Moment and Overturn Tendency of Multi-Sucker Wall-Climbing Mechanism 被引量:1
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作者 Qian Jinwu Gong Zhenbang (School of Mechanical and Electronic Engineering, Shanghai University) Zhang Qixian (Beijing University of Aeronautics and Astronautics) 《Advances in Manufacturing》 SCIE CAS 1999年第2期64-68,共5页
For a multi legged robot climbing on a vertical wall, how to increase its anti overturn capacity (AOC) and to detect overturn tendency are most important. They form the basis of off/on line gait programming and saf... For a multi legged robot climbing on a vertical wall, how to increase its anti overturn capacity (AOC) and to detect overturn tendency are most important. They form the basis of off/on line gait programming and safety monitoring system. In the paper, after investigating the indeterminate statics of an insect like six legged wall climbing mechanism in various support patterns, the authors obtained the analytical expressions of maximal weight moment with respect to different support patterns, and the overturn tendency while payload was increased. As a side product, the authors find an unusual phenomenon governing the relationship between the robot's AOC and the number of functioning suckers, which is explained theoretically by distributed mass spring statics model. 展开更多
关键词 robot wall climbing mechanism load capacity STATICS
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Design and Analysis of Gecko-like Robot 被引量:6
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作者 MENG Cai WANG Tianmiao +3 位作者 GUAN Shengguo ZHANG Long WANG Jing LI Xiaohu 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2011年第2期224-236,共13页
Gecko-like robot(Geckobot),an important branch of bionic robotics,is a robot that simulates gecko's capacity to climb walls and ceilings.The work environment of the traditional wall-climbing robot is greatly limite... Gecko-like robot(Geckobot),an important branch of bionic robotics,is a robot that simulates gecko's capacity to climb walls and ceilings.The work environment of the traditional wall-climbing robot is greatly limited as the moving structure and adsorption principle of the robot have nothing to do with the real gecko.However,the adsorption principle and moving mode of the real gecko can provide a new way to break through the restrictions of the traditional wall-climbing robot.Inspired by the moving mechanism of geckos, this paper develops the Geckobot with motile body.Two types of Geckobots are addressed:one with compliant flat bar as the body,and the other with prismatic joint as the body.The compliant body not only resembles the moving mode of the real gecko body,but also simplifies the Geckobot's structure.The prismatic joint body is used to adapt the change of body length in ground-to-wall transition. The gait planning on the plane and the transition between perpendicular intersectional planes is discussed,with an emphasis on the analysis of the kinematics degree of freedom(DOF) and body posture.Central pattern generator(CPG) neural network is realized in LabVIEW and utilized to control Geckobot's movement.The CPG scheme in Lab VIEW is given,and how CPG is used to control Geckobot to turn or move forward is explored.Simulations are conducted in ADAMS to verify the feasibility of the structure design and gait planning and to acquire some parameters for practical Geckobot development.The experiment with Geckobot-Ⅰand Geckobot-Ⅱon their crawling capacity on the plane and the ground-to-wall transition finds that the robot can complete the crawling movement and ground-to-wall transition,verifying the feasibility of the structure design,gait planning and the CPG motion control.The Geckobot structure design approach,gait planning and the CPG motion control presented would be useful for the research on wall-climbing robots. 展开更多
关键词 gecko-like robot structure design gait planning ground-to-wall transition central pattern generator
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考虑风载因素的玻璃幕墙清洁机器人设计 被引量:1
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作者 李林琛 张春芝 +2 位作者 秦绪杰 李磊 杨幸 《电子器件》 CAS 2024年第2期557-563,共7页
围绕高楼玻璃幕墙机器人自动清洁中的风载问题,设计了一款考虑风载因素的真空吸盘吸附的框架式爬壁机器人。针对玻璃幕墙清洁机器人的框架式结构进行步态规划。基于空间力学理论建立了玻璃幕墙清洁机器人在风载下的力学平衡模型,得到了... 围绕高楼玻璃幕墙机器人自动清洁中的风载问题,设计了一款考虑风载因素的真空吸盘吸附的框架式爬壁机器人。针对玻璃幕墙清洁机器人的框架式结构进行步态规划。基于空间力学理论建立了玻璃幕墙清洁机器人在风载下的力学平衡模型,得到了风载大小与机器人吸盘吸附力之间的力平衡方程。在Workbench中对风载作用下的清洗机器人本体进行了有限元分析,得到了机器人模型的应力云图与变形云图。实验测试结果表明:在极限风载作用下,机器人的最大应力点位于吸盘支架,最大变形点位于主架板中心。在真实风载下对机器人进行攀爬运动仿真分析,机器人可以在极限风载下稳定地工作,不会发生滑移和倾覆,验证了力学模型和设计模型的正确性。 展开更多
关键词 玻璃幕墙 清洁机器人 风载作用 真空吸附 有限元 最大应力
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爬壁机器人磁吸附模块设计分析与结构参数优化
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作者 杨培 张明路 孙凌宇 《工程设计学报》 CSCD 北大核心 2024年第5期592-602,共11页
作为磁吸附式爬壁机器人的关键部件,磁吸附模块的结构通常会影响机器人的整体质量及吸附稳定性。针对磁吸附模块磁路耦合关系复杂、优化设计困难等问题,结合虚拟仿真技术、代理模型和蜣螂优化算法提出了一种磁吸附模块结构优化方法,以... 作为磁吸附式爬壁机器人的关键部件,磁吸附模块的结构通常会影响机器人的整体质量及吸附稳定性。针对磁吸附模块磁路耦合关系复杂、优化设计困难等问题,结合虚拟仿真技术、代理模型和蜣螂优化算法提出了一种磁吸附模块结构优化方法,以提高其磁力计算和优化设计过程的效率。首先,介绍了爬壁机器人的结构设计方案,并通过对现有的Halbach阵列磁路模式进行仿真分析,确定了三磁路模式具有相对较高的吸附效率;同时,基于初设参数对磁吸附模块磁力仿真模型进行了实验验证,为后续代理模型的建立奠定了基础。然后,建立了以机器人吸附稳定性和结构参数为约束、以磁吸附模块轻量化为目标的优化模型。采用最优拉丁超立方设计、ANSYS参数化建模以及代理模型技术建立了磁吸附模块磁力与结构参数之间的四阶响应面模型,并对其可信度进行了验证。利用蜣螂优化算法对磁吸附模块的结构参数优化模型进行了求解。结果表明,所建立的代理模型的预测误差很小,能够较好地表征磁吸附模块磁力与结构参数之间的关系;优化后磁吸附模块的质量减小了12.7%。最后,通过机器人负载实验验证了优化过程的正确性。研究结果可为其他磁吸附式机器人的磁力分析与结构优化提供参考。 展开更多
关键词 爬壁机器人 磁吸附模块 代理模型 参数优化 磁路仿真分析
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