| 神经网络DMC在基于FF现场总线的过程控制系统中的应用 |
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| 引用本文： | 周以琳,张文霞,袁健.神经网络DMC在基于FF现场总线的过程控制系统中的应用[J].青岛科技大学学报,2007,28(4):337-341. |
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| 作者姓名： | 周以琳 张文霞 袁健 |
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| 作者单位： | 青岛科技大学自动化与电子工程学院,山东青岛266042 |
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| 摘 要： | 针对时滞系统的特点和采用动态矩阵控制存在的不足之处,提出利用Mat-lab7.0 OPC工具包实现与定制的OPC服务器间通讯来实现BP神经网络动态矩阵控制方案,充分发挥了FF现场总线易于调度及抗干扰能力强的特点以及BP神经网络动态矩阵控制的控制能力强,响应速度快和比动态矩阵控制更好的控制效果的优势。
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| 关 键 词： | FF现场总线 OPC服务器 神经网络动态矩阵控制 SQLServer2000 |
| 文章编号： | 1672-6987（2007）04-0337-05 |
| 收稿时间： | 2006-07-06 |
| 修稿时间： | 2006-07-06 |
Application of Dynamic Matrix Control Based on Neural Networks in FF Fieldbus Process Control System |
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| ZHOU Yi-lin,ZHANG Wen-xia,YUAN Jian.Application of Dynamic Matrix Control Based on Neural Networks in FF Fieldbus Process Control System[J].Journal of Qingdao University of Science and Technology:Natutral Science Edition,2007,28(4):337-341. |
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| Authors: | ZHOU Yi-lin ZHANG Wen-xia YUAN Jian |
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| Affiliation: | College of Automation and Electronic Engineering, Qingdao University of Science.and Technology, Qingdao 266042, China |
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| Abstract: | The paper proposed a dynamic matrix control scheme based on neural networks in FF Fieldbus with the OPC package of Matlab 7.0, which consider the characteristics of time-delay system and the weakness of dynamic matrix control. The method preserves the robustness of FF fieldbus with respect to the disturbances, and it also shows the advantages of dynamic matrix control based on neural networks in FF fieldbus. The control scheme accelerates response speed and performs better than dynamic matrix control. |
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| Keywords: | SQL Server 2000 |
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