超磁致伸缩作动器的率相关Hammerstein模型与H∞鲁棒跟踪控制
利用Hammerstein模型对超磁致伸缩作动器(Giantmagnetostrictiveactuators,GMA)的率相关迟滞非线性进行建模,分别以改进的Prandtl—Ishlinskii(ModifiedPrandtl—Ishlinskii)模型和外因输入自回归模型(Autoregressivemodelwithexogenousinput,ARX)代表Hammerstein模型中的静态非线性部分和线性动态部分,并给出了模型的辨识方法.此模型能在1-100Hz频率范围内较好地描述GMA的率相关迟滞非线性.提出了带有逆补偿器和H∞鲁棒控制器的二自由度跟踪控制策略,实时跟踪控制实验结果证...
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Published in | 自动化学报 Vol. 40; no. 2; pp. 197 - 207 |
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Main Author | |
Format | Journal Article |
Language | Chinese |
Published |
2014
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Subjects | |
Online Access | Get full text |
ISSN | 0254-4156 1874-1029 |
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Summary: | 利用Hammerstein模型对超磁致伸缩作动器(Giantmagnetostrictiveactuators,GMA)的率相关迟滞非线性进行建模,分别以改进的Prandtl—Ishlinskii(ModifiedPrandtl—Ishlinskii)模型和外因输入自回归模型(Autoregressivemodelwithexogenousinput,ARX)代表Hammerstein模型中的静态非线性部分和线性动态部分,并给出了模型的辨识方法.此模型能在1-100Hz频率范围内较好地描述GMA的率相关迟滞非线性.提出了带有逆补偿器和H∞鲁棒控制器的二自由度跟踪控制策略,实时跟踪控制实验结果证明了所提策略的有效性. |
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Bibliography: | Giant magnetostrictive actuators (GMA), rate-dependent hysteresis nonlinearity, Hammerstein model, mod- ified Prandtl-Ishlinskii (MPI) model, H∞ robust control GUO Yong-Xin ZHANG Zhen MAO Jian-Qin ZHOU Ke-Min 11-2109/TP A Hammerstein model is proposed to model the rate-dependent hysteresis nonlinearity of giant magnetostric- tive actuators (GMA). A modified Prandtl-Ishlinskii (MPI) model and an autoregressive model with exogenous input (ARX) are used to represent the static nonlinear part and the linear dynamic part of the Hammerstein model, respec- tively. A model identification method is also given. The proposed model can describe the rate-dependent hysteresis of GMA from 1 Hz to 100 Hz well. A two DOF control system with an inverse compensator and an H∞ robust controller is designed for tracking control. Real-time trajectory tracking control results show that the proposed strategy is effective. |
ISSN: | 0254-4156 1874-1029 |