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基于误差预处理的液压系统反馈线性化控制
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国家自然科学基金资助项目(61863008; 61863007);广西自然科学基金资助项目(2016GXNSFDA380001; 2015GXNSFAA139297);广西自动检测技术与仪器重点实验室主任基金资助项目(YQ17105)


Error Pretreatmentbased Feedback Linearization Control for Hydraulic System
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    摘要:

    针对液压系统的强非线性、参数时变特性,提出一种基于误差预处理的反馈线性化自适应控制器。采用RBF神经网络对液压系统进行辨识与建模;为了实现快速高精度的位置输出,对误差进行预处理,调节误差增益,使其增益能够随误差变化而变化,实现:小误差时大增益,加快响应速度,提高控制精度;大误差时小增益,防止系统超调。基于误差预处理,利用反馈线性化方法,设计了控制器及自适应律。仿真结果表明:在反馈线性化结合误差预处理的作用下,系统的响应速度及控制精度均优于反馈线性化控制。

    Abstract:

    A feedback linearization controller for hydraulic system based on error pretreatment was proposed to weaken the influence of the strong nonlinear characteristic and parameter timevarying characteristic, in which RBF neural network was adopted to identify the hydraulic system and establish mathematical model. In order to obtain the position output with fast and high precision, the error was pretreated to adjust the error gain, which made the gain vary with the error. When the error was reduced, the gain was increased to accelerate the response speed and improve the control accuracy; when the error was increased, the gain was reduced to prevent the system overshoot. Based on the error pretreatment, feedback linearization method was used to design the controller and adaptive law. Simulation results show that the response speed and control accuracy of the system under error pretreatmentbased feedback linearization control are better than those of feedback linearization control.

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党选举,查岚天,姜辉,伍锡如.基于误差预处理的液压系统反馈线性化控制[J].机床与液压,2019,47(16):123-128.
. Error Pretreatmentbased Feedback Linearization Control for Hydraulic System[J]. Machine Tool & Hydraulics,2019,47(16):123-128

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  • 在线发布日期: 2020-03-12
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