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PID Controller Optimization by GA and Its Performances on the Electro-hydraulic Servo Control System 被引量:22
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作者 Karam M. Elbayomy 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2008年第4期378-384,共7页
A proportional integral derivative (PID) controller is designed and attached to electro-hydraulic servo actuator system (EHSAS) to control the angular position of the rotary actuator which control the movable surf... A proportional integral derivative (PID) controller is designed and attached to electro-hydraulic servo actuator system (EHSAS) to control the angular position of the rotary actuator which control the movable surface of space vehicles. The PID gain parameters are optimized by the genetic algorithm (GA). The controller is verified on the new state-space model of servo-valves attached to the physical rotary actuator by SIMULINK program. The controller and the state-space model are verified experimentally. Simulation and experimental results verify the effectiveness of the PID controller adaptive by GA to control the angular position of the rotary actuator as compared with the classical PID controller and the compensator controller. 展开更多
关键词 PID controller electro-hydraulic servo control system genetic controller GA
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Continuous rotary motor electro-hydraulic servo system based on the improved repetitive controller 被引量:1
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作者 王晓晶 姜继海 李尚义 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2010年第5期731-734,共4页
In order to suppress the periodic interference of the continuous rotary electro-hydraulic servo motor,this paper makes the motor tracking the periodic signals with high accuracy,and improves the influence of friction ... In order to suppress the periodic interference of the continuous rotary electro-hydraulic servo motor,this paper makes the motor tracking the periodic signals with high accuracy,and improves the influence of friction interference to the performance of continuous rotary electro-hydraulic servo motor.The mathematic model of the electro-hydraulic position servo system of the continuous rotary motor was established,and the compound control method was adopted based on the repetitive control,feed forward and PID to suppress the friction interference.Through the simulation,the result confirms that the compound control method decreases the tracking error of the system,increases the robust performance of the system and improves the performance of the continuous rotary electro-hydraulic servo motor. 展开更多
关键词 continuous rotary electro-hydraulic servo motor repetitive control interference suppression
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Angular Position Controller and Its Design Model Verification for the Electro-Hydraulic Servo Control System 被引量:1
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作者 KARAM M. Elbayomy 《Computer Aided Drafting,Design and Manufacturing》 2007年第1期60-65,共6页
The angular position controller is system (EHSAS) to control the output of the rotary applied to electro-hydraulic servo actuator actuator. It works as a compensator based on the frequency response of the EHSAS. Its... The angular position controller is system (EHSAS) to control the output of the rotary applied to electro-hydraulic servo actuator actuator. It works as a compensator based on the frequency response of the EHSAS. Its design model is verified on the state-space model of EHSAS by using simulation program SIMULINK. Real data used to test the system. Simulation results give a good agreement for the controller and also for the state-space model. 展开更多
关键词 angular position controller electro-hydraulic servo control system design model state-space model SIMULINK
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FORCE FEEDBACK MODEL OF ELECTRO-HYDRAULIC SERVO TELE-OPERATION ROBOT BASED ON VELOCITY CONTROL
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作者 GONG Mingde ZHAO Dingxuan ZHANG Hongyan JIA Cuiling 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2008年第6期1-5,共5页
The tele-operation robotic system which consists of an excavator as the construction robot, and two joysticks for operating the robot from a safe place are useful for performing restoration in damaged areas. In order ... The tele-operation robotic system which consists of an excavator as the construction robot, and two joysticks for operating the robot from a safe place are useful for performing restoration in damaged areas. In order to accomplish a precise task, the operator needs to feel a realistic sense of task force brought about from a feedback force between the fork glove of slave robot and unfamiliar environment. A novel force feedback model is proposed based on velocity control of cylinder to determine environment force acting on fork glove. Namely, the feedback force is formed by the error of displacement of joystick with velocity and driving force of piston, and the gain is calculated by the driving force and threshold of driving force of hydraulic cylinder. Moreover, the variable gain improved algorithm is developed to overcome the defect for grasping soft object. Experimental results for fork glove freedom of robotic system are provided to demonstrate the developed algorithm is available for grasping soft object. 展开更多
关键词 Construction robot Tele-operation Bilateral electro-hydraulic servo control Velocity control Force feedback model
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Coordinating optimization-based sliding mode variable structure control for electro-hydraulic servo system
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作者 Yong YANG An LUO Hua HAN 《控制理论与应用(英文版)》 EI 2006年第2期168-174,共7页
A sliding mode variable structure control (SMVSC) based on a coordinating optimization algorithm has been developed. Steady state error and control switching frequency are used to constitute the system performance i... A sliding mode variable structure control (SMVSC) based on a coordinating optimization algorithm has been developed. Steady state error and control switching frequency are used to constitute the system performance indexes in the coordinating optimization, while the tuning rate of boundary layer width (BLW) is employed as the optimization parameter. Based on the mathematical relationship between the BLW and steady-state error, an optimized BLW tuning rate is added to the nonlinear control term of SMVSC. Simulation experiment results applied to the positioning control of an electro-hydraulic servo system show the comprehensive superiority in dynamical and static state performance by using the proposed controller is better than that by using SMVSC without optimized BLW tuning rate. This succeeds in coordinately considering both chattering reduction and high-precision control realization in SMVSC. 展开更多
关键词 Sliding mode variable structure control(SMVSC) Varying boundary layer Chattering reduction Steady-state performance Coordinating optimization(CO) electro-hydraulic servo system (EHSS)
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Pseudo Derivative Feedback Control of Electro Hydraulic Speed Servos 被引量:3
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作者 陈留 许明恒 科坚 《Journal of Modern Transportation》 2000年第2期107-113,共7页
The Pseudo-Derivative Feedback (PDF) algorithm is introduced into design of electro-hydraulic speed servos. With limited extra complexity in implementation of controller's electronic circuits, the PDF control enab... The Pseudo-Derivative Feedback (PDF) algorithm is introduced into design of electro-hydraulic speed servos. With limited extra complexity in implementation of controller's electronic circuits, the PDF control enables the electro-hydraulic speed servo to respond to a step command without steady-state error, and also to follow successfully a sinusoidal command at the frequency higher than that the system resulted from traditional design can reach. The numerical example-based comparison in dynamic and static behavior shows also the PDF system is superior to the traditional system in terms of both the capability of handling loads applied to the system and the robustness to ignore variation and uncertainty of the parameters of the hydraulic valve-actuator unit in operation. 展开更多
关键词 PDF control electro-hydraulic speed servo performanT
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Parameter-dependent vibration-attenuation controller design for electro-hydraulic actuated linear structural systems 被引量:1
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作者 Weng Falu Mao Weijie 《Earthquake Engineering and Engineering Vibration》 SCIE EI CSCD 2012年第1期73-82,共10页
The problem of robust active vibration control for a class of electro-hydraulic actuated structural systems with time-delay in the control input channel and parameter uncertainties appearing in all the mass, damping a... The problem of robust active vibration control for a class of electro-hydraulic actuated structural systems with time-delay in the control input channel and parameter uncertainties appearing in all the mass, damping and stiffness matrices is investigated in this paper. First, by introducing a linear varying parameter, the nonlinear system is described as a linear parameter varying (LPV) model. Second, based on this LPV model, an LMI-based condition for the system to be asymptotically stabilized is deduced. By solving these LMIs, a parameter-dependent controller is established for the closed- loop system to be stable with a prescribed level of disturbance attenuation. The condition is also extended to the uncertain case. Finally, some numerical simulations demonstrate the satisfying performance of the proposed controller. 展开更多
关键词 structural system electro-hydraulic servo system robust stabilization vibration attenuation parameter-dependent controller
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Nonlinear control for a class of hydraulic servo system 被引量:13
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作者 余宏 冯正进 王旭永 《Journal of Zhejiang University Science》 EI CSCD 2004年第11期1413-1417,共5页
The dynamics of hydraulic systems are highly nonlinear and the system may be subjected to non-smooth and discontinuous nonlinearities due to directional change of valve opening, friction, etc. Aside from the nonlinear... The dynamics of hydraulic systems are highly nonlinear and the system may be subjected to non-smooth and discontinuous nonlinearities due to directional change of valve opening, friction, etc. Aside from the nonlinear nature of hydraulic dynamics, hydraulic servo systems also have large extent of model uncertainties. To address these challenging issues, a robust state-feedback controller is designed by employing backstepping design technique such that the system output tracks a given signal arbitrarily well, and all signals in the closed-loop system remain bounded. Moreover, a relevant disturbance attenuation inequality is satisfied by the closed-loop signals. Compared with previously proposed robust controllers, this paper's robust controller based on backstepping recursive design method is easier to design, and is more suitable for implementation. 展开更多
关键词 Nonlinear system electro hydraulic servo system Robust control BACKSTEPPING Lyapunov function
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Research on characteristics of integrated type hydraulic transformer's control angle
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作者 刘成强 Liu Yinshui +1 位作者 Jiang Jihai Yang Guanzhong 《High Technology Letters》 EI CAS 2017年第4期404-409,共6页
In order to realize remote control of hydraulic transformers and improve the control precision of the pressure ratio,an integrated type electric hydraulic servo hydraulic transformer is proposed in this paper,a mathem... In order to realize remote control of hydraulic transformers and improve the control precision of the pressure ratio,an integrated type electric hydraulic servo hydraulic transformer is proposed in this paper,a mathematical model is built and simulation of electro-hydraulic servo integrated hydraulic transformer's control angle is carried out,the principle prototype of the transformer is designed and manufactured,and experimental study is carried out on the experimental bench. The experimental results verify the correctness of the mathematical model. The results show that electro hydraulic servo control can improve the accuracy and dynamic response speed of control angle,which provides a reference for the further research of the hydraulic transformers. 展开更多
关键词 electro-hydraulic servo hydraulic transformer control angle SIMULATION EXPERIMENTAL
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基于SimHydraulics的电液伺服系统实物仿真 被引量:19
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作者 孟亚东 李长春 +1 位作者 刘晓东 张金英 《系统仿真学报》 CAS CSCD 北大核心 2009年第6期1596-1598,1601,共4页
针对一个采用阀控对称缸的电液伺服系统进行了SimHydraulics实物仿真,根据仿真结果辨识出系统的数学模型,通过与机理建模和Simulink模型仿真的结果相对比进行了验证。总结了综合应用SimHydraulics与Simulink的新仿真方法,该方法使得电... 针对一个采用阀控对称缸的电液伺服系统进行了SimHydraulics实物仿真,根据仿真结果辨识出系统的数学模型,通过与机理建模和Simulink模型仿真的结果相对比进行了验证。总结了综合应用SimHydraulics与Simulink的新仿真方法,该方法使得电液伺服系统的设计和控制方案的选择可以同步进行,提高了系统设计的效率和准确性。 展开更多
关键词 电液伺服系统 Simhydraulics仿真 SIMULINK仿真 阀控对称缸
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挖掘机铲斗电液伺服改进PSO-PID参数整定位置控制 被引量:2
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作者 张晓婷 李徳镇 +1 位作者 梁仁旺 贺婷婷 《机械设计与制造》 北大核心 2023年第9期181-184,共4页
挖掘机电液伺服系统的运行性能来达到调控挖掘机铲斗位置的功能,由于采用传统PID整定方法并不能获得优异控制效果,采用遗传算法与交叉算子、标准PSO算法进行PID整定,最后对其进行了实验验证。设计了一种经过改进处理的粒子群优化算法来... 挖掘机电液伺服系统的运行性能来达到调控挖掘机铲斗位置的功能,由于采用传统PID整定方法并不能获得优异控制效果,采用遗传算法与交叉算子、标准PSO算法进行PID整定,最后对其进行了实验验证。设计了一种经过改进处理的粒子群优化算法来实现对阀挖掘机铲斗电液伺服系统进行PID整定的过程,能够准确控制挖掘机铲斗位置,由此获得更高轨迹跟踪精度。为增强粒子群算法搜索性能,综合运用遗传算法与交叉算子来实现对标准粒子群的优化,显著改善PID控制器性能,根据推导得到的铲斗系统模型进一步开展仿真分析。分别以三种优化算法计算优化结果,再将其输入自动化挖掘机程序中,完成各参数修改后,再对平地控制过程进行模拟测试。根据实验测试可知改进PSO算法具备明显优越性。 展开更多
关键词 位置控制 电液伺服系统 改进粒子群算法 遗传算法
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Electro-Hydraulic Servo Control System Based on a Novel Generic Model Control Method 被引量:2
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作者 DAI Yong-bin YANG Wei-dong +1 位作者 WANG Shao-fu ZHANG Ming 《Journal of Iron and Steel Research International》 SCIE EI CAS CSCD 2010年第10期23-27,共5页
A novel electro-hydraulic servo control algorithm was introduced. The primary idea of this algorithm was to combine the notion of model prediction with the generic model control (GMC). The performance of the GMC al-... A novel electro-hydraulic servo control algorithm was introduced. The primary idea of this algorithm was to combine the notion of model prediction with the generic model control (GMC). The performance of the GMC al- gorithm was improved by receding optimization and feedback correction. By the predictive model of output errors of an electro-hydraulic servo control system based on the improved weighted least square support vector machines (WLS-SVM) to forecast and compensate the future sequence errors, the control precision and robustness were im- proved. The improved GMC based on the improved WLS-SVM was applied to an electro-hydraulic servo control sys- tem for hot strip rolling control systems. The simulation results showed the feasibility and effectiveness of the pres- ent algorithm. 展开更多
关键词 predictive control improved WLS-SVM electro-hydraulic servo control system
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Study of Dynamic Robustness of Servo Control System on a Water Press 被引量:1
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作者 KONG Xiangdong1,YAO Jing1,GAO Yingjie1,ZHANG Qin2 (1.Yanshan University,Qinhuangdao 066004,China 2.University Illinois of Urbana-Champaign,Urbana,IL,USA) 《武汉理工大学学报》 CAS CSCD 北大核心 2006年第S1期126-131,共6页
The reliability and robustness of the electro-hydraulic servo control system for heavy-duty forging machine play an important role in forging processes. A mathematic model of 50 MN water press for free forging was cre... The reliability and robustness of the electro-hydraulic servo control system for heavy-duty forging machine play an important role in forging processes. A mathematic model of 50 MN water press for free forging was created in this research. The dynamic robust compensator integrating with PID control method is designed and applied to the mathematical model simulation. The simulated results approved that the dynamic robust compensator application restrains interference from extra load and improves the electro-hydraulic position servo control system accuracy and stability. 展开更多
关键词 electro-hydraulic servo control system water PRESS free FORGING ROBUST COMPENSATOR
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Multi-Channel Force Control System for Static Loading
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作者 陈彩可 王军政 +1 位作者 马立玲 李金仓 《Journal of Beijing Institute of Technology》 EI CAS 2003年第S1期1-6,共6页
An eight-channel force loading system is presented, which adopts position control system and force control system switching model, small flow servo valve controlled capacious cylinder system scheme, intelligent PID al... An eight-channel force loading system is presented, which adopts position control system and force control system switching model, small flow servo valve controlled capacious cylinder system scheme, intelligent PID algorithm and distributed load approach. Through the analyses of the equivalent model of valve controlled cylinder force subsystem, a controller based on intelligent PID algorithm is designed, which is not sensitive to the variation of parameters such as environmental stiffness. According to the coupling of multiple load channels, a distributed load approach is employed in the superior monitor computer. Experimental results show that the system designed has high precision and robustness. 展开更多
关键词 electro-hydraulic servo loading system static force loading force control
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基于AMESim-Simulink的电液位置伺服系统的滑模变结构控制
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作者 余长顺 袁锐波 刘森 《农业装备与车辆工程》 2023年第3期130-132,共3页
以电液位置伺服系统为研究对象,采用联合仿真方式对其进行了滑模变结构控制的研究。首先搭建电液位置伺服系统的AMESim模型,通过系统辨识得到系统的数学模型,并将此数学模型转变为状态空间方程,在Simulink中对其进行了滑模控制律的设计... 以电液位置伺服系统为研究对象,采用联合仿真方式对其进行了滑模变结构控制的研究。首先搭建电液位置伺服系统的AMESim模型,通过系统辨识得到系统的数学模型,并将此数学模型转变为状态空间方程,在Simulink中对其进行了滑模控制律的设计及仿真分析。结果表明:滑模控制对输入信号具有响应速度快、跟踪精度高等良好的控制特性。 展开更多
关键词 AMESIM SIMULINK 电液位置伺服系统 滑模变结构控制
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一种用于电液位置伺服系统控制的高阶滑模控制器的设计
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作者 徐智 张家海 +1 位作者 王欣 刘凯 《机械设计与制造》 北大核心 2024年第2期111-115,共5页
这里提出了一种用于电液位置伺服系统控制的高阶滑模控制器的设计,以提高电液位置伺服系统的控制准确度。从电液伺服系统的构造出发,分析了其组成结果与工作过程。以外界输入电压为依据,求取了滑阀的动力学模型,通过液压缸两个子缸压力... 这里提出了一种用于电液位置伺服系统控制的高阶滑模控制器的设计,以提高电液位置伺服系统的控制准确度。从电液伺服系统的构造出发,分析了其组成结果与工作过程。以外界输入电压为依据,求取了滑阀的动力学模型,通过液压缸两个子缸压力差值形成的负载压力,计算出了滑阀动态运动时产生的流量,并通过负载压力得出了负载的位移平衡方程,进而以滑阀位移、负载位移及输入电压等系统的状态参数,获取了电液伺服系统的动力学模型。引入超螺旋控制器和广义超螺旋控制器的一般表达形式,以输入电压误差及负载位移误差为依据,构造了系统的滑动面函数,并将滑动面函数的导师与超螺旋控制器相结合,构造了基于超螺旋控制器的滑模控制器,为了提高系统的收敛速度,在基于超螺旋控制器的滑模控制器的基础上,借助广义超螺旋控制器,构造了高阶滑模控制器,以对电液位置伺服系统进行控制。实验结果表明,所提算法不仅具有较好的响应速度,而且对电液位置伺服系统的控制准确度较高,在对目标轨迹跟踪时,所提方法比模糊干扰观测器方法的跟踪准确度提高了33.11%。说明所提方法对电液位置伺服系统具有较好的控制性能。 展开更多
关键词 电液位置伺服系统 高阶滑模控制器 超螺旋控制器 广义超螺旋控制器 滑动面函数
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基于深度神经网络的电液伺服泵控系统健康评估研究
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作者 刘克毅 李渊 +3 位作者 王飞 陈革新 王梦 张亚欧 《机床与液压》 北大核心 2024年第9期173-179,共7页
电液伺服泵控系统具备功重比高、响应快等优点,在多领域得到广泛应用,但如何针对该系统开展更有效健康评估,进一步保障系统的安全性和可靠性成为必须面对的问题。按照明确原理、建立数学模型、建立仿真模型、仿真分析的思路针对健康评... 电液伺服泵控系统具备功重比高、响应快等优点,在多领域得到广泛应用,但如何针对该系统开展更有效健康评估,进一步保障系统的安全性和可靠性成为必须面对的问题。按照明确原理、建立数学模型、建立仿真模型、仿真分析的思路针对健康评估方法开展研究,提出油液体积含气量、气隙磁密、泄漏系数3个健康评估指标并确定阈值,构建了LGA(LSTM-GRNN-ANN)深度神经网络健康评估方法并进行仿真分析,结果显示该方法准确率约为97.48%,比LSTM、GRNN健康评估方法具有更高的准确率,为继续深入开展电液伺服泵控系统健康评估的研究提供了理论支持。 展开更多
关键词 电液伺服泵控系统 健康评估 LGA深度神经网络 仿真分析
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汽车EPS伺服变幅加载系统PID建立DNN控制优化
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作者 王培 张杰飞 张昊 《机械设计与制造》 北大核心 2024年第7期265-268,共4页
为了进一步提高汽车电动助力转向电液伺服加载系统运动精度,设计了一种PID建立DNN控制系统。通过柔性联接的模式构建电液位置伺服系统,确保在瞬态平衡响应过程中快速完成控制。搭建了柔性电液位置伺服调控测试,并开展调控效果分析。研... 为了进一步提高汽车电动助力转向电液伺服加载系统运动精度,设计了一种PID建立DNN控制系统。通过柔性联接的模式构建电液位置伺服系统,确保在瞬态平衡响应过程中快速完成控制。搭建了柔性电液位置伺服调控测试,并开展调控效果分析。研究结果表明:通过PID建立的DNN控制器在校正柔性联接电液位置伺服参数方面发挥了关键作用,整体响应时间大幅缩短,确保系统频段动态控制效果获得明显改善。采用DNN控制器调节柔性连接电液伺服系统时,能够有效增强系统低频负载位移精度,避免发生幅值衰减的问题,能够以更高精度跟踪柔性连接电液位置伺服参数,促进了系统跟踪性能获得明显改善。该研究对提高汽车运行稳定性以及节能具有很好的理论支撑作用。 展开更多
关键词 电液伺服系统 位移控制 深度神经网络 跟踪性能
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电液位置伺服控制系统设计与实验验证
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作者 程亮 董子健 +2 位作者 赵晶 刘轩 张金营 《实验室研究与探索》 CAS 北大核心 2024年第10期10-15,共6页
针对电液位置伺服系统存在外部不确定性扰动和非线性等问题,采用基于敏感度分析(SA)和粒子群优化(PSO)的径向基函数(SAPSO-RBF)神经网络设计电液位置伺服控制系统。利用SAPSO-RBF神经网络估计伺服系统模型中的未知参数并设计伺服系统滑... 针对电液位置伺服系统存在外部不确定性扰动和非线性等问题,采用基于敏感度分析(SA)和粒子群优化(PSO)的径向基函数(SAPSO-RBF)神经网络设计电液位置伺服控制系统。利用SAPSO-RBF神经网络估计伺服系统模型中的未知参数并设计伺服系统滑模控制器,同时搭建双出杆对称液压缸电液位置伺服控制系统实验装置。SAPSO-RBF神经网络滑模控制方法与传统滑模控制方法对比实验结果表明,SAPSO-RBF神经网络滑模控制方法具有更高的跟踪精度、更强的鲁棒性,并且系统抖振得到了有效抑制。 展开更多
关键词 电液位置伺服控制系统 敏感度分析 粒子群优化 滑模控制器 实验装置设计
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基于反步法的下肢外骨骼机器人控制研究
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作者 苏东海 王海啸 +2 位作者 梁全 郭新博 王忠伟 《机电工程》 CAS 北大核心 2024年第9期1692-1703,共12页
针对下肢外骨骼预定轨迹的控制问题,在构建了二自由度机械腿的运动学和动力学模型的基础上,提出了一种非对称液压缸负载力、伸缩量与外骨骼转动扭矩、运动角度的转化关系,采用反步法控制下肢外骨骼系统的运动轨迹。首先,采用D-H法建立... 针对下肢外骨骼预定轨迹的控制问题,在构建了二自由度机械腿的运动学和动力学模型的基础上,提出了一种非对称液压缸负载力、伸缩量与外骨骼转动扭矩、运动角度的转化关系,采用反步法控制下肢外骨骼系统的运动轨迹。首先,采用D-H法建立了二自由度下肢外骨骼系统的运动学模型,研究了外骨骼末端执行器关节速度的变化关系,并利用拉格朗日动力学方程推导了外骨骼动力学的数学模型;然后,使用了液压缸负载力控制为机械腿运动提供了相应的扭矩,进而控制了下肢外骨骼的运动姿态;其次,针对下肢外骨骼运动时的高精度要求,利用反步法控制理论,建立了阀控非对称缸系统,结合下肢外骨骼动力学系统整体的状态空间方程,利用下肢外骨骼液压伺服系统控制了下肢外骨骼进行预定轨迹运动;最后,对AMESim软件与Visual Studio软件进行了联合仿真,对比分析了PID控制与反步法控制的精度问题。研究结果表明:针对下肢外骨骼预定轨迹控制,反步法控制误差最大值为2°,对比传统PID控制,误差降低了67%;设计的反步法控制器对于下肢外骨骼具有良好的控制精度。 展开更多
关键词 电液伺服系统 非对称液压缸 反步法控制 下肢外骨骼系统状态空间方程 D-H法 AMESIM 控制精度
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