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基于自适应模糊神经网络的摩擦力分部补偿算法 被引量:8
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作者 张友旺 桂卫华 《控制与决策》 EI CSCD 北大核心 2005年第3期356-360,共5页
针对液压位置跟踪系统中的非线性摩擦力,提出对摩擦力模型的不同分量分别进行补偿的分部补偿算法,以解决用模糊神经网络(FNN)对摩擦力整体进行补偿时,因摩擦力非光滑特性引起较大逼近误差的问题.实验结果表明,分部补偿算法能对摩擦力非... 针对液压位置跟踪系统中的非线性摩擦力,提出对摩擦力模型的不同分量分别进行补偿的分部补偿算法,以解决用模糊神经网络(FNN)对摩擦力整体进行补偿时,因摩擦力非光滑特性引起较大逼近误差的问题.实验结果表明,分部补偿算法能对摩擦力非线性进行有效补偿,使系统表现出良好的稳态跟踪性能. 展开更多
关键词 液压位置跟踪系统 自适应 分部补偿 模糊神经网络
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Synchronization control for electro-hydraulic dual-cylinder system based on force/position switching
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作者 程宁波 Wang Liping +1 位作者 Guan Liwen Han Jian 《High Technology Letters》 EI CAS 2013年第3期221-227,共7页
If the rigidity of a mechanism is stiff enough, the position synchronous error of the two cylinders driving one degree-of-freedom (DOF) of the mechanism may be less than the resolution of position sensors. To handle... If the rigidity of a mechanism is stiff enough, the position synchronous error of the two cylinders driving one degree-of-freedom (DOF) of the mechanism may be less than the resolution of position sensors. To handle this synchronization problem this paper proposes a force/position switching scheme, which partitions the two cylinders into a master cylinder and a slave cylinder. The master cylinder is always position tracking controlled by a second-order sliding mode controller and the slave cylinder is integrated with a force tracking controller which is a first order sliding mode controller. When the position tracking error is less than a given value, the slave cylinder switches to be force controlled. Two synchronization control methods are presented based on the switching scheme: the master - master + force/position switching control and the master - slave + force/position switching control. Simulations show that the formance compared with two given proposed synchronization control position-based control methods. methods can get a better per- 展开更多
关键词 synchronization control hydraulic servo control nonlinear control force control sliding mode control
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