| 在基于二阶Adaline网络的广义预测极点配置控制器 |
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| 引用本文： | 吕国芳,王敏,段向军. 在基于二阶Adaline网络的广义预测极点配置控制器[J]. 系统仿真学报, 2006, 18(Z2): 937-938 |
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| 作者姓名： | 吕国芳 王敏 段向军 |
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| 作者单位： | 1. 河海大学电气工程学院,江苏,南京,210098
2. 南京信息职业技术学院,江苏,南京,210046 |
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| 摘 要： | 为了解决实际应用中非线性被控过程的预测控制问题,把神经网络、广义预测控制和极点配置技术融为一体,提出一个新型自适应神经网络广义预测极点配置加权控制器(GPPWC)。首先提出非线性被控过程的二阶自适应线性神经元(Adaline)网络模型,然后给出基于二阶Adaline网络的GPPWC。仿真结果表明该方案的有效性。
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| 关 键 词： | 自适应线性神经元网络 广义预测控制 极点配置 加权控制 |
| 文章编号： | 1004-731X(2006)S2-0937-02 |
| 修稿时间： | 2006-04-05 |
Generalized Predictive Pole Assignment Weighted Controller Based on Second-order Adaline Neural Network |
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| LV Guo-fang,WANG Min,DUAN Xiang-jun. Generalized Predictive Pole Assignment Weighted Controller Based on Second-order Adaline Neural Network[J]. Journal of System Simulation, 2006, 18(Z2): 937-938 |
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| Authors: | LV Guo-fang WANG Min DUAN Xiang-jun |
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| Abstract: | For solving predictive control questions of nonlinear system in practical application, the neural network, generalized predictive control and pole assignment technology were integrated, and a new adaptive neural network predictive pole assignment weighted controller was proposed. An adaptive linear neural network model was proposed, and the generalized predictive pole assignment weighted controller based on second-order Adaline Neural Network was given. Simulation result indicates its validity. |
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| Keywords: | Adaptive Linear Neural Network Generalized Predictive Control Pole Assignment Weighted Control |
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