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结构基于独立模态空间控制的神经网络控制 被引量:4

THE NEURAL NETWORK CONTROL BASED ON INDEPENDENT MODAL SPACE CONTROL OF STRUCTURE
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摘要 在对柔性结构振动的主动控制中,独立模态空间控制是一种适合于柔性结构振动控制的方法,但如果控制器选择不好就会带来观测溢出和控制溢出.神经网络控制则具有较好的泛化作用和鲁棒性,对抑制观测溢出和控制溢出具有较好的效果.本文在独立模态空间控制的基础上设计了一种神经网络控制,并对柔性梁及板进行了控制的数值仿真,取得了较好的效果. In all active control methods for the vibration of flexible structures, independent modal space control(IMSC) is an appropriate method to control the vibration of the structure. But it may bring about the observation-spillover and the control-spillover for the structure if an appropriate controller has not been chosen. The neural network control enjoys better robustness, which suppresses the spillover efficiently. In this paper, a neural network controller based on independent modal space control(IMSC) is designed. Simulation results on flexible beams and plates show its effectiveness.
出处 《力学与实践》 CSCD 北大核心 2003年第1期48-50,共3页 Mechanics in Engineering
关键词 独立模态空间控制 神经网络控制 柔性结构 主动控制 观测溢出 飞行器 flexible structure, independent modal space control(IMSC), observation-spillover, control-spillover, neural network control
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参考文献5

  • 1孙增圻 等.智能控制理论与技术[M].北京:清华大学出版社,1994..
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  • 4Sunar M, Gurain AMA, Mohandes M. Substructural neural network controller. Computers and Structures, 2000,78:575-581.
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