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Fuzzy Torque Control of the Bionic Flexible Manipulator Actuated by Pneumatic Muscle Actuators 被引量:5
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作者 Kai Liu Yining Chen +3 位作者 Jiaqi Xu Yang Wu Yonghua Lu Dongbiao Zhao 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2019年第5期80-94,共15页
A bionic flexible manipulator driven by pneumatic muscle actuator(PMA)can better reflect the flexibility of the mechanism.Current research on PMA mainly focuses on the modeling and control strategy of the pneumatic ma... A bionic flexible manipulator driven by pneumatic muscle actuator(PMA)can better reflect the flexibility of the mechanism.Current research on PMA mainly focuses on the modeling and control strategy of the pneumatic manipulator system.Compared with traditional electro-hydraulic actuators,the structure of PMA is simple but possesses strong nonlinearity and flexibility,which leads to the difficulty in improving the control accuracy.In this paper,the configuration design of a bionic flexible manipulator is performed by human physiological map,the kinematic model of the mechanism is established,and the dynamics is analyzed by Lagrange method.A fuzzy torque control algorithm is designed based on the computed torque method,where the fuzzy control theory is applied.The hardware experimental system is established.Through the co-simulation contrast test on MATLAB and ADAMS,it is found that the fuzzy torque control algorithm has better tracking performance and higher tracking accuracy than the computed torque method,and is applied to the entity control test.The experimental results show that the fuzzy torque algorithm can better control the trajectory tracking movement of the bionic flexible manipulator.This research proposes a fuzzy torque control algorithm which can compensate the error more effectively,and possesses the preferred trajectory tracking performance. 展开更多
关键词 PNEUMATIC muscle actuator bionic flexible MANIPULATOR COMPUTED TORQUE method FUZZY TORQUE control
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Fuzzy-GA PID controller with incomplete derivation and its application to intelligent bionic artificial leg 被引量:8
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作者 谭冠政 李安平 《Journal of Central South University of Technology》 2003年第3期237-243,共7页
An optimal PID controller with incomplete derivation is proposed based on fuzzy inference and the geneticalgorithm, which is called the fuzzy-GA PID controller with incomplete derivation. It consists of the off-line p... An optimal PID controller with incomplete derivation is proposed based on fuzzy inference and the geneticalgorithm, which is called the fuzzy-GA PID controller with incomplete derivation. It consists of the off-line part andthe on-line part. In the off-line part, by taking the overshoot, rise time, and settling time of system unit step re-sponse as the performance indexes and by using the genetic algorithm, a group of optimal PID parameters K*p , Ti* ,and Tj are obtained, which are used as the initial values for the on-line tuning of PID parameters. In the on-linepart, based on K; , Ti* , and T*d and according to the current system error e and its time derivative, a dedicatedprogram is written, which is used to optimize and adjust the PID parameters on line through a fuzzy inference mech-anism to ensure that the system response has optimal dynamic and steady-state performance. The controller has beenused to control the D. C. motor of the intelligent bionic artificial leg designed by the authors. The result of computersimulation shows that this kind of optimal PID controller has excellent control performance and robust performance. 展开更多
关键词 fuzzy inference genetic algorithm fuzzy-GA PID controller INCOMPLETE derivation OFF-LINE on-line INTELLIGENT bionic artificial LEG
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Trajectory tracking control of the bionic joint of the musculoskeletal leg mechanism
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作者 雷静桃 Zhu Jianmin Wu Jiandong 《High Technology Letters》 EI CAS 2017年第2期117-124,共8页
Pneumatic artificial muscles(PAMs) have properties similar to biological muscles,which are widely used in robotics as actuators.It is difficult to achieve high-precision position control for robotics system driven by ... Pneumatic artificial muscles(PAMs) have properties similar to biological muscles,which are widely used in robotics as actuators.It is difficult to achieve high-precision position control for robotics system driven by PAMs.A 3-DOF musculoskeletal bionic leg mechanism is presented,which is driven by PAMs for quadruped robots.PAM is used to simulate the compliance of biological muscle.The kinematics of the leg swing is derived,and the foot desired trajectory is planned as the sinusoidal functions.The swing experiments of the musculoskeletal leg mechanism are conducted to analyse the extension and flexion of joints.A proportional integral derivative(PID) algorithm is presented for controlling the flexion/extension of the joint.The trajectory tracking results of joints and the PAM gas pressure are obtained.Experimental results show that the developed leg mechanism exhibits good biological properties. 展开更多
关键词 musculoskeletal leg mechanism SWING bionic joint trajectory tracking proportional integral derivative(PID) control
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Posture Control of Legged Locomotion Based on Virtual Pivot Point Concept 被引量:2
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作者 Hao Sun Junjie Yang +1 位作者 Yinghao Jia Changhong Wang 《Journal of Bionic Engineering》 SCIE EI CSCD 2023年第6期2683-2702,共20页
This paper presents a novel control approach for achieving robust posture control in legged locomotion,specifically for SLIP-like bipedal running and quadrupedal bounding with trunk stabilization.The approach is based... This paper presents a novel control approach for achieving robust posture control in legged locomotion,specifically for SLIP-like bipedal running and quadrupedal bounding with trunk stabilization.The approach is based on the virtual pendulum concept observed in human and animal locomotion experiments,which redirects ground reaction forces to a virtual support point called the Virtual Pivot Point(VPP)during the stance phase.Using the hybrid averaging theorem,we prove the upright posture stability of bipedal running with a fixed VPP position and propose a VPP angle feedback controller for online VPP adjustment to improve performance and convergence speed.Additionally,we present the first application of the VPP concept to quadrupedal posture control and design a VPP position feedback control law to enhance robustness in quadrupedal bounding.We evaluate the effectiveness of the proposed VPP-based controllers through various simulations,demonstrating their effectiveness in posture control of both bipedal running and quadrupedal bounding.The performance of the VPP-based control approach is further validated through experimental validation on a quadruped robot,SCIT Dog,for stable bounding motion generation at different forward speeds. 展开更多
关键词 Legged robots bionic control Virtual pivot point Posture stability Dynamic locomotion
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基于ESP8266的四足仿生机器人设计
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作者 聂境言 尹章轩 +2 位作者 姚梓毅 潘富康 褚颜魁 《仪表技术》 2026年第1期46-49,共4页
设计并实现了一款基于ESP8266微控制器的低成本、小型化四足仿生机器人。系统采用模块化架构,集成主控、舵机驱动、电源及机械结构等模块。以ESP8266为核心,负责运动控制、传感器融合及Wi-Fi无线通信,实现与上位机的指令交互与数据反馈... 设计并实现了一款基于ESP8266微控制器的低成本、小型化四足仿生机器人。系统采用模块化架构,集成主控、舵机驱动、电源及机械结构等模块。以ESP8266为核心,负责运动控制、传感器融合及Wi-Fi无线通信,实现与上位机的指令交互与数据反馈。针对运动控制关键问题,提出了一种基于三角步态的步态规划算法,并通过仿真与实验验证了其有效性。测试结果表明,该机器人能够稳定完成行走、转向及避障等基本功能。进一步探讨了姿态自适应调整、环境感知与路径规划等进阶功能的实现方案,以期为后续研究提供方向。 展开更多
关键词 四足机器人 仿生机器人 三角步态 单片机 Wi-Fi控制
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Multifunctional anti-wax coatings for paraffin control in oil pipelines 被引量:7
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作者 Jie Bai Xu Jin Jun-Tao Wu 《Petroleum Science》 SCIE CAS CSCD 2019年第3期619-631,共13页
Paraffin deposition is a severe global problem during crude oil production and transportation.To inhibit the formation of paraffin deposits,the commonly used methods are mechanical cleaning,coating the pipe to provide... Paraffin deposition is a severe global problem during crude oil production and transportation.To inhibit the formation of paraffin deposits,the commonly used methods are mechanical cleaning,coating the pipe to provide a smooth surface and reduce paraffin adhesion,electric heating,ultrasonic and microbial treatments,the use of paraffin inhibitors,etc.Pipeline coatings not only have the advantages of simple preparation and broad applications,but also maintain a long-term efficient and stable effect.In recent years,important progress has been made in research on pipe coatings for mitigating and preventing paraffin deposition.Several novel superhydrophilic organogel coatings with low surface energy were successfully prepared by bionic design.This paper reviews different types of coatings for inhibiting wax deposition in the petroleum industry.The research prospects and directions of this rapidly developing field are also briefly discussed. 展开更多
关键词 PARAFFIN control Coatings Surface energy bionic design WETTABILITY
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A Novel System for Moving Object Detection Using Bionic Compound Eyes 被引量:6
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作者 Huabo Sun Haimeng Zhao +3 位作者 Peter Mooney Hongying Zhao Daping Liu Lei Yan 《Journal of Bionic Engineering》 SCIE EI CSCD 2011年第3期313-322,共10页
Conventional moving target detection focuses on algorithms to improve detection efficiency. These algorithms pay less attention to the image acquisition means, and usually solve specific problems. This often results i... Conventional moving target detection focuses on algorithms to improve detection efficiency. These algorithms pay less attention to the image acquisition means, and usually solve specific problems. This often results in poor flexibility and reus- ability. Insect compound eyes offer unique advantages for moving target detection and these advantages have attracted the attention of many researchers in recent years. In this paper we proposed a new system for moving target detection. We used the detection mechanism of insect compound eyes for the simulation of the characteristics of structure, control, and function. We discussed the design scheme of the system, the development of the bionic control circuit, and introduced the proposed mathe- matical model of bionic cqmpound eyes for data acquisition and object detection. After this the integrated system was described and discussed. Our paper presents a novel approach for moving target detection. This approach effectively tackles some of the well-known problems in the field of view, resolution, and real-time processing problems in moving target detection. 展开更多
关键词 moving target detection bionic compound eyes mechanical structure control circuit detection model
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Bionic Photovoltaic Panels Bio-Inspired by Green Leaves
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作者 MatthiasZhr Dennis Friedrich +2 位作者 Tania Y.Kloth Gerhard Goldmann Helmut Tributsch 《Journal of Bionic Engineering》 SCIE EI CSCD 2010年第3期284-293,共10页
In strong solar light, silicon solar panels can heat up by 70℃ and, thereby, loose approximately one third of their efficiencyfor electricity generation. Leaf structures of plants on the other hand, have developed a ... In strong solar light, silicon solar panels can heat up by 70℃ and, thereby, loose approximately one third of their efficiencyfor electricity generation. Leaf structures of plants on the other hand, have developed a series of technological adaptations,which allow them to limit their temperature to 40-45℃ in full sunlight, even if water evaporation is suppressed. This is accomplishedby several strategies such as limitation of leaf size, optimization of aerodynamics in wind, limitation of absorbedsolar energy only to the useful fraction of radiation and by efficient thermal emission. Optical and infrared thermographicmeasurements under a solar simulator and in a streaming channel were used to investigate the corresponding properties of leavesand to identify suitable bionic model systems. Experiments started with the serrated structure of ordinary green leaves distributedover typical twig structures and finally identified the Australian palm tree Licuala ramsayi as a more useful bionic model. Itcombines a large area for solar energy harvesting with optimized aerodynamic properties for cooling and is able to restructureitself as a protection against strong winds. The bionic models, which were constructed and built, are analyzed and discussed. 展开更多
关键词 bionicS photovoltaic panel green leaves heat control Licuala ramsayi
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Development of Bionic UAVs Cluster Technology 被引量:2
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作者 Ma Chunyao Feng Zhuoqun Zheng Xiangming 《Transactions of Nanjing University of Aeronautics and Astronautics》 EI CSCD 2018年第S1期1-8,共8页
With the wider use of UAV in various fields,the raising task complexity and the increasing environmental uncertainties,the higher requirements for UAV technology are put forward.The bionic UAV cluster system has the p... With the wider use of UAV in various fields,the raising task complexity and the increasing environmental uncertainties,the higher requirements for UAV technology are put forward.The bionic UAV cluster system has the potential advantages of good stealth performance,strong environmental adaptability,wide expansion of task and high operational efficiency.It has excellent prospects in future information warfare,electronic warfare and conventional combat field.By reviewing the development of bionic UAV cluster technology,this paper summarizes and analyzes the latest research progresses of the key technologies such as aerodynamic mechanism and aerodynamic configuration design,driving mechanism design,autonomous flight control,adaptive networking and cluster control of bionic aircrafts. 展开更多
关键词 bionic UAV aerodynamic mechanism structure design AD-HOC NETWORKS CLUSTER control
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基于柔性传感器的仿生机械手控制综合实验设计 被引量:2
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作者 杨云 张潇洋 +2 位作者 蔡婷婷 张宏伟 李辉 《机电工程技术》 2025年第9期110-114,137,共6页
针对传统机电一体化实验教学中存在的前沿技术转化滞后、学生复杂工程问题解决能力薄弱等问题,通过将柔性摩擦电传感器、仿生机械手控制系统等最新研究成果引入机电一体化系统课程实践环节,构建了“基于柔性传感器的仿生机械手控制”综... 针对传统机电一体化实验教学中存在的前沿技术转化滞后、学生复杂工程问题解决能力薄弱等问题,通过将柔性摩擦电传感器、仿生机械手控制系统等最新研究成果引入机电一体化系统课程实践环节,构建了“基于柔性传感器的仿生机械手控制”综合性实验项目。该项目具有“传感器制备-电路开发-系统集成-测试优化”四阶式框架。采用熔融层积型3D打印技术制备了柔性拱形摩擦电传感器。集成Arduino微控制器、HC-08蓝牙通信模块、LM2596电源模块、锂电池搭建摩擦电传感器信号采集与传输单元。结合有限脉冲响应滤波器和脉冲宽度调制算法实现电压-角度转换,完成手势识别手套与机械手的系统集成。实验测试表明,柔性传感器在手指弯曲20°、80°、120°时分别输出0.6、1.2、2.25 V特征电压,系统响应时间为1.25 ms,50 m通信距离下机械手动作执行正确率达100%。结合O-PIRTAS教学模式实现科研与实践教学环节有机融合,为培养学生创新思维、综合实践能力与解决复杂工程问题的能力提供了新的实施范例。 展开更多
关键词 柔性传感器 仿生机械手 同步控制 综合实验 O-PIRTAS
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基于MPC的仿生尺蠖机器人运动控制 被引量:2
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作者 杜巧玲 薛成泽 郑伟 《沈阳工业大学学报》 北大核心 2025年第1期124-129,共6页
【目的】随着科技的日新月异,人们的生活环境也在发生着巨大的变化。工业化的聚集以及人口密度的增加促使建筑不断向上增高或向下延伸,出现了很多人们不方便到达或是无法到达的地方,但这些地方机器人却可以到达。目前机器人最热门的研... 【目的】随着科技的日新月异,人们的生活环境也在发生着巨大的变化。工业化的聚集以及人口密度的增加促使建筑不断向上增高或向下延伸,出现了很多人们不方便到达或是无法到达的地方,但这些地方机器人却可以到达。目前机器人最热门的研究方向之一是非常规结构机器人,通过精简自身的冗余结构以及体积,增加对应的功能结构,使机器人可以在不适宜人们工作的地方代替人们进行相应的工作。【方法】研制了一款适合攀爬的仿尺蠖机器人。针对优化尺蠖机器人在运动过程中的步态问题,提出了基于模型预测控制(MPC)的仿生吸盘式尺蠖机器人运动控制方法。根据章鱼的吸盘结构设计了仿章鱼负压式吸盘以及吸盘控制模型,利用气压传感器反馈的数据实现闭环控制;基于MPC仿生吸盘控制器提出了基于模型预测仿生吸盘控制的仿尺蠖机器人运动步态。【结果】机器人仿真实验和测试结果表明,基于MPC仿生吸盘控制器(MPC-BSC)在吸盘气压优化上相较PID控制有明显优势,MPC-BSC仿尺蠖机器人可以在水平和竖直的瓷砖平面完成“Ω”型运动步态。本文的主要研究结果如下:设计了仿章鱼负压式吸盘,并提出了吸盘控制模型。在负压控制下,可以调整吸盘的吸附压力以满足躯干结构运动对吸附力的需求。提出了基于MPC的仿生吸盘控制算法,该算法通过调节真空泵流速进而实现对吸盘吸附力的调节。设计了仿生吸盘式尺蠖机器人,其躯干结构安装了4个纵向伺服电机和2个横向伺服电机,可以实现“Ω”型运动步态和转向步态。提出了MPC-BSC的运动步态规划,实现“Ω”型运动步态和转向步态。实验测试了仿生吸盘的性能,验证边缘结构对仿生吸盘吸附力的作用。【结论】通过仿真实验测试了基于MPC的仿生吸盘控制算法的可行性,实验验证了仿尺蠖机器人可以在不同倾角、不同材质的平面上实现“Ω”型步态和转向步态。本文研制的仿生吸盘结构为机器人的吸附功能拓展了应用场景,降低了吸附功能的复杂性;提出的“Ω”型运动步态对异形机器人的运动具有很好的参考价值,使其能够在复杂地形下进行简单高效的运动。 展开更多
关键词 仿生吸盘 仿生尺蠖 机器人 运动规划 机械设计 电机控制 嵌入式系统 姿态控制
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基于深度强化学习的机器鱼路径规划控制
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作者 梅杰 陈喆 覃嘉锐 《起重运输机械》 2025年第22期34-41,共8页
路径规划技术是推动仿生机器鱼实现自主导航的核心技术之一,在提升水下机器人整体技术水平、应对与海洋资源探测开发相关的复杂任务时发挥着重要的作用。文中研究解决了仿生机器鱼在复杂多变的水下环境中智能规划行进路线时所需时间长... 路径规划技术是推动仿生机器鱼实现自主导航的核心技术之一,在提升水下机器人整体技术水平、应对与海洋资源探测开发相关的复杂任务时发挥着重要的作用。文中研究解决了仿生机器鱼在复杂多变的水下环境中智能规划行进路线时所需时间长、路径规划距离长等问题,设计了一种机器鱼以实现水下的运动与控制,提出一种MAPPO-JPS(Muti-Agent Proximal Policy Optimization-JPS)深度强化学习算法提升路径规划的速度并减少规划结果的路径长度。结果表明:栅格图环境下算法规划时间相比原始算法减少30%,训练时间减少60%,路径长度减少5%。最后在Matlab仿真环境与水池环境中进行了仿真与试验,证明了该方法运用到机器鱼上的有效性。 展开更多
关键词 机器鱼 深度强化学习 路径规划 控制 仿生
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基于无人直升机的多连杆仿生腿起落架系统集成与验证技术
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作者 任佳 刘小川 +3 位作者 王计真 高峰 孙竞 尹科 《机械工程学报》 北大核心 2025年第16期305-320,共16页
针对传统的无人直升机起落架系统存在的智能化水平低和复杂地形着陆适应性差的问题,设计出一种基于多连杆构型的仿生腿起落架系统,作为原有固定式起落架的有效补充。在分析应用场景需求的基础上,给出仿生腿起落架的设计理念和总体构型,... 针对传统的无人直升机起落架系统存在的智能化水平低和复杂地形着陆适应性差的问题,设计出一种基于多连杆构型的仿生腿起落架系统,作为原有固定式起落架的有效补充。在分析应用场景需求的基础上,给出仿生腿起落架的设计理念和总体构型,在基础上进行系统集成和验证技术的研究。首先,基于六腿式设计构型,提出仿生腿起落架的结构设计和驱动/控制系统设计方法;然后,用于某型无人直升机验证平台,构建仿生腿起落架物理样机,提出飞控-腿控-地形识别系统的协同控制与融合设计方法;最后,通过样机,完成了全机振动特性测试试验和地面共振分析、实验室承载能力测试、外场飞行着陆验证等试验。研究结果表明,多连杆仿生腿起落架可实现占最大起飞重量不大于25%的轻量化设计,能够在起伏不大于200 mm的非结构地形着陆,其驱动/控制设计方法有效实现了起落架着陆过程的缓冲和机身的稳定性控制,可作为起落架的有效补充,实现无人直升机的野外非结构地形自适应着陆,相比于传统起落架具备可折叠、着陆姿态调整、复杂地形适应等优点。 展开更多
关键词 仿生腿起落架 地形自适应 系统集成 协同控制 验证试验 样机
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仿昆虫爬行机理的六足机器人步态控制研究
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作者 李世其 周书香 +1 位作者 付乐群 郑旋烨 《兵器装备工程学报》 北大核心 2025年第5期166-176,共11页
针对六足机器人运动控制中存在的结构复杂和作业效率较低的问题,设计了一种仿六足昆虫爬行机理的步态模型,并对其静态和动态稳定性进行了评估;进一步采用基于Hopf振荡器的中枢模式发生器(CPG)网络,实现了模型的内耦合、外反馈闭环控制策... 针对六足机器人运动控制中存在的结构复杂和作业效率较低的问题,设计了一种仿六足昆虫爬行机理的步态模型,并对其静态和动态稳定性进行了评估;进一步采用基于Hopf振荡器的中枢模式发生器(CPG)网络,实现了模型的内耦合、外反馈闭环控制策略;最后通过仿真和样机双重测试,验证了所提控制策略的有效性。实验表明,机器人在平地上的理论质心波动仅为10-4 m级,其在斜坡、台阶、沟壑的越障极限分别为38°、210 mm、300 mm,另在其他非结构化地形中也表现出优秀的适应性和通过性。 展开更多
关键词 六足机器人 仿生学 Hopf振荡器 中枢模式发生器 步态控制模型 闭环控制
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