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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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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Levenberg-Marquardt算法的神经网络监督控制 被引量:118
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作者 赵弘 周瑞祥 林廷圻 《西安交通大学学报》 EI CAS CSCD 北大核心 2002年第5期523-527,共5页
提出了基于Levenberg Marquardt(L M )算法的前向多层神经网络在线监督的控制方法 ,其算法是梯度下降法与高斯 牛顿法的结合 .对于训练次数及准确度 ,L M算法明显优于共轭梯度法及变学习率的BP(BackPropagation)算法 ,适用于在线学... 提出了基于Levenberg Marquardt(L M )算法的前向多层神经网络在线监督的控制方法 ,其算法是梯度下降法与高斯 牛顿法的结合 .对于训练次数及准确度 ,L M算法明显优于共轭梯度法及变学习率的BP(BackPropagation)算法 ,适用于在线学习与控制 .因此 ,利用L M算法的特点进行在线训练神经网络 ,以实现实时非线性控制 .仿真结果表明 ,该控制方法优于常规控制算法 ,明显改善了在未知负载扰动时 ,伺服系统的跟踪性能 ,显著地降低了跟踪误差 。 展开更多
关键词 LEVENBERG-MARQUARDT算法 神经网络 监督控制 电液位置伺服系统
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电液伺服遥操纵机器人主-从位置控制器 被引量:6
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作者 巩明德 赵丁选 冯汝扬 《农业机械学报》 EI CAS CSCD 北大核心 2009年第6期189-193,共5页
针对电液伺服遥操纵机器人主-从双向伺服位置控制中存在的非线性和不确定性,提出主-从侧分别使用带干扰观测器的最优控制和有鲁棒补偿的PD反馈控制算法,以克服主动侧各液压缸因动态特性差异造成的位置跟随误差和从动侧外界环境的随机干... 针对电液伺服遥操纵机器人主-从双向伺服位置控制中存在的非线性和不确定性,提出主-从侧分别使用带干扰观测器的最优控制和有鲁棒补偿的PD反馈控制算法,以克服主动侧各液压缸因动态特性差异造成的位置跟随误差和从动侧外界环境的随机干扰对系统稳定性的影响。分别设计了观测器跟踪扰动的二次型控制器和有动态鲁棒补偿的位置控制器,通过仿真和试验验证了所设计控制器的有效性。试验结果表明,所设计的位置控制器,既提高了主-从位置跟随精度,又具有较强的自适应性和鲁棒性;提高了力反馈电液伺服遥操纵机器人系统的操作性。 展开更多
关键词 电液伺服 双向伺服控制 位置控制器 状态观测器 鲁棒控制
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电液伺服系统位置-压力主从控制方法研究 被引量:12
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作者 徐云辉 韩贺永 魏聪梅 《液压与气动》 北大核心 2017年第4期15-20,共6页
基于主从控制理论提出一种新的阀控缸电液系统位置和压力主从控制方法。建立阀控缸系统位置传递函数后,将液压缸两腔的压力动态变化信号应用位置-压力转换公式转换为位置信号,再将转换的位置信号叠加到电液伺服系统的主位置闭环内,以实... 基于主从控制理论提出一种新的阀控缸电液系统位置和压力主从控制方法。建立阀控缸系统位置传递函数后,将液压缸两腔的压力动态变化信号应用位置-压力转换公式转换为位置信号,再将转换的位置信号叠加到电液伺服系统的主位置闭环内,以实现阀控缸系统位置和压力的主从控制。通过在MATLAB/Simulink中搭建的仿真模型,仿真分析该方法的控制效果,结果表明该控制方法正确可行。通过分析现场样机矫直钢板时液压缸的位置和压力信号,证明电液伺服系统位置-压力主从控制方法可以实现位置、压力不同变量的在线主从控制,提高了系统的响应速度和控制精度,为其他电液伺服系统的设计研究提供理论基础。 展开更多
关键词 液压传动与控制 电液伺服系统 位置-压力主从控制 转换公式
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悬臂转子-CSFDB系统振动主动控制研究 被引量:3
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作者 任兴民 秦卫阳 +1 位作者 段向春 杨文献 《机械科学与技术》 CSCD 北大核心 2002年第S1期7-8,31,共3页
从理论上探讨了用可控挤压油膜阻尼器进行转子系统振动主动控制的可行性 ,研究了油膜间隙变化时转子动力学特性的变化规律 ,进而设计了锥型可控挤压油膜阻尼器 ,进行了主动控制理论与实验研究 。
关键词 转子系统 主动控制 挤压油膜阻尼器 电液伺服控制
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液压拉床双缸IPSO-PID伺服同步驱动控制研究 被引量:10
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作者 倪敬 邵斌 +1 位作者 蒙臻 陈国金 《中国机械工程》 EI CAS CSCD 北大核心 2013年第11期1494-1500,共7页
针对单缸驱动液压拉床存在刀架溜板同步性能较低的问题,设计了双缸电液伺服同步驱动系统,在分析刀架溜板拉削运动特性的基础上建立了系统的非线性模型;根据系统跟踪性能和同步性能指标要求,引入改进型粒子群优化算法(IPSO),提出了类似经... 针对单缸驱动液压拉床存在刀架溜板同步性能较低的问题,设计了双缸电液伺服同步驱动系统,在分析刀架溜板拉削运动特性的基础上建立了系统的非线性模型;根据系统跟踪性能和同步性能指标要求,引入改进型粒子群优化算法(IPSO),提出了类似经典PID控制器结构的IPSO-PID伺服同步控制策略。在液压拉床上的实际应用结果表明,该控制策略比常规PID同步控制策略具有更好的跟踪性能和同步驱动性能,可以较好地解决双缸液压拉床的同步驱动问题。 展开更多
关键词 改进型粒子群优化算法(IPSO) IPSO-PID同步控制 双缸液压拉床 电液伺服控制
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具有力觉临场感的主-从机器手双向控制策略 被引量:4
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作者 张祝新 赵丁选 陈铁华 《农业机械学报》 EI CAS CSCD 北大核心 2008年第10期164-168,共5页
设计了液压伺服主、从机器手(简称主、从手),并对力觉双向伺服控制进行研究。零开口对称伺服阀的结构决定了需要主手的控制力信息通过控制器间接驱动从手,这一过程影响了系统的响应速度。本文采用主、从手的力偏差信号控制从手,用从、... 设计了液压伺服主、从机器手(简称主、从手),并对力觉双向伺服控制进行研究。零开口对称伺服阀的结构决定了需要主手的控制力信息通过控制器间接驱动从手,这一过程影响了系统的响应速度。本文采用主、从手的力偏差信号控制从手,用从、主手的位置偏差信号控制主手获得力觉反馈,这种新控制策略改变了从手跟随主手,主手感受从手力的常规控制模式,提高了主-从控制系统的响应速度,并可根据主手对从手的跟随来判断从手是否出现干涉等。 展开更多
关键词 机器人力 反馈机器手 电液伺服控制系统 力觉临场感 双向控制策略
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Bang-Bang+Fuzzy-PI自适应控制器的应用研究 被引量:7
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作者 孟珺遐 王渝 王向周 《机床与液压》 北大核心 2008年第10期266-270,共5页
针对电液伺服系统模型不精确、参数时变和负载干扰大的特点,提出了一种Bang-Bang+Fuzzy-PI的自适应复合控制器,利用模糊开关在不同控制方式间切换,并采用遗传算法对Fuzzy控制器的量化因子和PI控制器的积分系数进行在线优化。比较了复合... 针对电液伺服系统模型不精确、参数时变和负载干扰大的特点,提出了一种Bang-Bang+Fuzzy-PI的自适应复合控制器,利用模糊开关在不同控制方式间切换,并采用遗传算法对Fuzzy控制器的量化因子和PI控制器的积分系数进行在线优化。比较了复合控制器与Fuzzy控制器、Fuzzy-PI控制器和PID控制器的主要动态及静态指标,仿真结果表明这种复合控制器上升时间短、稳态精度高、鲁棒性强,具有优良的控制性能。 展开更多
关键词 Bang—Bang控制 FUZZY-PI控制 自适应控制 遗传算法 电液伺服系统
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