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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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Importance measure based optimal maintenance policy for deteriorating components
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作者 祁鑫 Zuo Decheng +1 位作者 Zhang Zhan Yang Xiaozong 《High Technology Letters》 EI CAS 2014年第1期42-47,共6页
An optimal maintenance policy tor deteriorating components based on quasi renew-process model is presented. In this policy, the first N - 1 failures of a component are maintained by repairs and the N'h failure is mai... An optimal maintenance policy tor deteriorating components based on quasi renew-process model is presented. In this policy, the first N - 1 failures of a component are maintained by repairs and the N'h failure is maintained by replacement. The policy takes replacement actions at component lev- el by considering the fact that more and more components are designed to be field replaceable and maintenance activities are setting free from system halt. Concerning system structure impact, impor- tance measure is employed in the optimization procedure which aims at maximizing the long-rnn prof- it per unit time. Two example series parallel systems are taken to illustrate the policy and it is proved to work well. According to importance analysis, components are classified into important ones and unimportant ones based on the system behavior under their failures. Simulation results show that the presented policy makes a clear distinction between them and takes effective mainte- nance actions to compensate the deteriorating of components. 展开更多
关键词 deteriorating components quasi-renew process maintenance policy series paral-lel systems importance measure
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