| 基于神经网络的单值预测控制 |
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| 引用本文： | 徐湘元,毛宗源.基于神经网络的单值预测控制[J].华南理工大学学报(自然科学版),2000,28(2):87-92. |
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| 作者姓名： | 徐湘元 毛宗源 |
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| 作者单位： | XU Xiang_yuan MAO Zong_yuan
（Dept. of Automatic
Control Engineering, South China Univ. of Tech.,
Guangzhou 510640, China） |
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| 摘 要： | 为了实现快速控制,用两层线性神经网络构造预测器,估计未来ｐ步的输出值,用两层非线性神经网络组成控制器,实现对下一步控制的优点,仿真结果显示：该方法是可行的,且具有结构简单,运算最小、速度快的特点。
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| 关 键 词： | 神经网络 单值预测控制 连接权系数 |
| 文章编号： | ；1000-565X(2000)02-0087-06 |
| 修稿时间： | 1998-12-28 |
Single Predictive Control Based on Neural Networks |
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| XU Xiang_yuan,MAO Zong_yuan.Single Predictive Control Based on Neural Networks[J].Journal of South China University of Technology(Natural Science Edition),2000,28(2):87-92. |
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| Authors: | XU Xiang_yuan MAO Zong_yuan |
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| Abstract: | In order to realize fast control, a predictor is constructed using
two layers of linear neural networks to predict the future p step output, and a controller
is composed using two layers of nonlinear neural network to optimize the next control
volume. The simulation results show that this method is feasible, and it is characterized
by its simple structure, small calculating amount and fast speed. |
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| Keywords: | predictive neural network control neural network single predictive control connecting weight coefficients |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
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