共查询到18条相似文献,搜索用时 156 毫秒
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本文采用新型Stribeck模型和区间辨识方法对伺服系统中的摩擦补偿进行了研究。首先,针对Stribeck摩擦模型存在非线性、控制计算量大和不利于控制器设计等缺点,本文对其进行了线性化,并提出一种线性化的Stribeck模型;然后介绍了区间理论的参数辨识方法,并对方法的有效性进行了仿真验证研究;利用所提出的新模型进行了摩擦实验,结果显示该模型可以辨识出摩擦参数,接着设计了前馈摩擦补偿控制器。最后,分别采用阶跃和正弦输入信号进行实验,结果显示采用所设计摩擦补偿器补偿后,两种信号的稳态精度分别提高了26.8%和83.63%,验证了新模型和方法的有效性。本文提出的新型Stribeck模型易于工程应用,所用区间分析理论适用于参数辨识。 相似文献
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基于LuGre模型的自适应摩擦补偿 总被引:9,自引:0,他引:9
为提高开放式伺服系统的动态性能,使其具有良好的适应能力,提出一种基于LuGre模型的自适应摩擦补偿方法.建立开放式伺服系统的动力学模型,并通过LuGre模型来描述系统的摩擦特性.考虑到摩擦模型的参数会随系统变化而发生改变,采用Backstepping方法设计自适应摩擦补偿控制器,并采用Lyapunov定理证明系统的全局渐进稳定性.通过可编程多轴控制器(Programmable multi-axis controller,PMAC)编写伺服算法实现该自适应摩擦补偿方案,并通过试验验证该方案的有效性.试验结果表明:与传统的速度加速前馈补偿相比,该自适应摩擦补偿方案在正弦运动作为输入信号时,其跟踪误差由±40 μn降低到±7 μm.采用该补偿方案能有效地抑制摩擦干扰对伺服系统的不利影响,为提高伺服系统的动态跟踪性能奠定基础. 相似文献
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《中国工程机械学报》2020,(2)
电液比例系统由于维护成本低、维护难度小、环境适应性强等优点,被广泛应用于远程控制和恶劣的工作环境。针对比例阀具有低带宽、大死区和流量非线性以及高非线性摩擦等特性,降低了系统的控制性能。为达到伺服系统控制性能,设计了一种前馈控制来补偿系统的非线性,利用PID位置反馈补偿系统未建模的影响,并采用实数编码遗传算法对控制器参数进行优化。阶跃响应和正弦响应结果表明:系统输出达到了伺服控制系统的精度,证明了所设计的控制器的可行性。 相似文献
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针对含摩擦环节的不确定机械动力系统,建立摩擦力模型及其相应的控制补偿策略一直是人们所关注问题。由于摩擦力所固有的非线性及不确定特征,使得用传统的数学建模与控制补偿方法难以达到满意的系统性能要求。考虑到传统摩擦力模型的缺陷以及不具备自学习和自适应环境的能力,提出用自适应模糊建模技术逼近摩擦动力系统并将辨识结果用在控制器设计中。在用自适应模糊技术建立摩擦模型过程中,自适应参数由跟踪误差和摩擦建模误差共同调节,这加快跟踪误差的收敛速度和模糊建模的逼近精度。在控制器设计方面,考虑到系统存在摩擦建模误差,采用鲁棒控制器设计方案并运用李雅普诺夫稳定性分析证明闭环系统跟踪误差的有界性。数值仿真和试验结果验证了该方法的有效性和实用性。 相似文献
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高加速度运动系统中非线性摩擦的建模补偿对提高轨迹跟踪性能至关重要。本文针对传统参数化模型难以准确预估高加速度运动启停阶段摩擦过冲等非线性摩擦的问题,在传统模型结构的基础上,结合扩展Stribeck模型,提出一种扩展参数化模型,模型参数的训练和学习样本源于高精度迭代学习控制获取的有限轨迹下非线性摩擦前馈补偿数据,并采用Levenberg-Marquardt算法拟合模型参数。最后,在音圈电机驱动的高加速定位平台上针对不同运动轨迹进行了实验验证。结果表明,该方法能够克服传统参数化模型难以消除高加速度启停阶段摩擦过冲等非线性摩擦对轨迹跟踪精度的影响;且与迭代学习控制的轨迹跟踪精度接近,有效避免了迭代学习泛化性差等问题,可实现工作空间下任意轨迹的摩擦补偿。 相似文献
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气动伺服系统的摩擦力/驱动之比较大,摩擦力模型复杂、受影响因素较多且存在一定的不确定性,导致精确建模比较困难;另一方面,摩擦力和气体的低刚度、弱阻尼特性相互作用导致爬行、黏滑振荡现象,严重影响了伺服系统的动态及稳态性能的提升。在综合考虑摩擦力特征、系统自身非线性、未建模动态不确定性及摩擦力和系统性能相互影响的基础上,结合LuGre摩擦模型,采用双观测器估计摩擦力模型中的部分不确定性参数,提出非线性自适应反步摩擦补偿控制方法。通过在低速和高速工况下分别进行试验验证,并与PID控制方法进行比较,结果表明非线性自适应反步摩擦补偿控制方法有效改善了起步阶段的动态滞后现象,减少了低速工况下爬行及高速工况下的黏滑振荡现象,提高系统的响应速度及跟踪精度。 相似文献
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A compound scheme is proposed to compensate the effect of nonlinear friction disturbance on the control precision of a three-axis inertially stabilized platform (ISP) for aerial remote sensing applications. The scheme consists of friction parameters identification and adaptive compensation. A LuGre model-based ISP friction model is first developed. Then, a comprehensive experimental scheme is proposed to obtain the static friction parameters. Further, the dynamic parameters are identified by experiments and dynamic optimization. On the basis of identified parameters and Lyapunov stability theory, a backstepping integral adaptive compensator is designed to compensate the nonlinear friction disturbance. Simulations and experiments are carried out to validate the scheme. The results show that the compound scheme can accurately obtain the friction parameters and improve the control precision and stability of ISP. 相似文献
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This paper is concerned with the tracking control problem of a voice coil motor (VCM) actuated servo gantry system. By utilizing an adaptive control technique combined with a sliding mode approach, an adaptive sliding mode control (ASMC) law with friction compensation scheme is proposed in presence of both frictions and external disturbances. Based on the LuGre dynamic friction model, a dual-observer structure is used to estimate the unmeasurable friction state, and an adaptive control law is synthesized to effectively handle the unknown friction model parameters as well as the bound of the disturbances. Moreover, the proposed control law is also implemented on a VCM servo gantry system for motion tracking. Simulations and experimental results demonstrate good tracking performance, which outperform traditional control approaches. 相似文献
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This paper proposes a friction compensator and a design method for control systems to improve the response characteristics of linear motor feed drive systems. The proposed friction compensator cancels the real nonlinear friction of feed drive systems by using the nonlinear friction model proposed in this study and introduces virtual linear friction to facilitate the control system design. The proposed design method enables the determination of servo gains and friction compensator parameters that lead to desirable tracking performance and disturbance rejection without many trial-and-error tuning processes. In addition, the proposed method facilitates the design of the velocity feedforward compensator by using the inverse transfer function of the velocity control loop to correct the position tracking errors for various position commands. The effectiveness of the proposed method with the friction compensator and the velocity feedforward compensator was verified in simulations and experiments using a one-axis feed drive system consisting of a rod-type linear motor and linear roller guides. The results confirmed that the proposed method enables desirable overshoot-free responses and corrects motion trajectory errors due to nonlinear friction characteristics, and the proposed velocity feedforward compensator can correct tracking errors in both constant velocity motion and circular motion. 相似文献
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This paper proposes a sliding mode controller with fuzzy adaptive perturbation compensator (FAPC) to get a good control performance
and reduce the chatter. The proposed algorithm can reduce the chattering because the proposed fuzzy adaptive perturbation
compensator compensates the perturbation terms. The compensator computes the control input for compensating unmodeled dynamic
terms and disturbance by using the observer-based fuzzy adaptive network (FAN). The weighting parameters of the compensator
are updated by on-line adaptive scheme in order to minimize the estimation error and the estimation velocity error of each
actuator. Therefore, the combination of sliding mode control and fuzzy adaptive network gives the robust and intelligent routine
to get a good control performance. To evaluate the control performance of the proposed approach, tracking control is experimentally
carried out for the hydraulic motion platform which consists of a 6-DOF parallel manipulator. 相似文献
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为了提高由直线电机驱动的精密定位系统的定位精度,建立了优化Stribeck摩擦模型,对摩擦力这一影响定位精度的主要因素进行补偿。首先,对于传统的Stribeck摩擦模型进行优化,采用改进的最小二乘算法对模型参数进行辨识。然后,对所建立的摩擦模型补偿算法进行仿真并与扰动观测器的补偿算法进行比较,发现前者速度比后者速度在补偿后提高了4.33%,对摩擦力具有更好的补偿效果。最后,在大行程二维精密定位平台上进行验证,根据平台能够达到的最大速度定义0.005 m/s为低速运动,0.05 m/s为高速运动,在这两种速度下进行实验,并与基于库仑摩擦前馈补偿模型比较。实验结果表明:精密定位平台在速度为0.005 m/s的低速运动时,优化模型的跟随误差减小了67.67%;在速度为0.05 m/s的高速运动时,优化模型的跟随误差减小了51.63%,验证了优化Stribeck摩擦模型补偿算法的有效性。本文提出的优化Stribeck摩擦模型可用于提高由直线电机驱动的精密定位系统的定位精度。 相似文献
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A nonlinear dynamic friction control is dealt with using dynamic friction observer and intelligent control.The adaptive dynamic friction observer based on the LuGre friction is proposed to estimate the friction parameters and a directly immeasurable friction state variable.The dynamic structured Recurrent Fuzzy Neural Network(RFNN)is designed to give additional robustness to the control system under the presence of the friction model uncertainty.A proposed composite control scheme is applied to the position tracking control of the servo system.The performances of the proposed friction observer and the friction controller are demonstrated by simulation. 相似文献
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Nonlinear friction is the main factor in the electro-hydraulic servo force control system. It causes steady-state and tracking errors that are difficult to eliminate during static and dynamic loading. In recent years, many studies have been done to reduce or eliminate the influence of the friction in the control system. This article discusses an electro-hydraulic servo force control system to complete simulation experiments in the laboratory. According to friction theory, the effect of friction near the zero-velocity point that appeared twice within a cycle during the test would be very obvious, which distorts the waveform and decreases the control accuracy. Due to the special purpose of the electro-hydraulic servo force control system, a practical friction compensation method has been introduced in this article. The friction static friction model, dynamic friction model, and identification methods are discussed in detail. The experimental results show that this practical friction compensation method can significantly reduce the influence of the nonlinear friction and improve control accuracy in the high-precision electro-hydraulic servo force control system. 相似文献