| 动态泛回归神经网络预测的研究与仿真 |
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| 引用本文： | 尚薇薇,尚丽辉,赵淳臣. 动态泛回归神经网络预测的研究与仿真[J]. 黑龙江电子技术, 2013, 0(12): 113-116 |
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| 作者姓名： | 尚薇薇 尚丽辉 赵淳臣 |
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| 作者单位： | 上海理工大学光电信息与计算机工程学院,上海200093 |
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| 摘 要： | 在HUATECA3000过程控制实验系统上选取实验对象,研究了三容水箱液位非线性控制系统,提出了一种动态泛回归神经网络预测控制算法.先后通过开环与闭环控制,搭建了SIMUUNK仿真模型研究算法的有效性.仿真结果表明闭环预测控制改进了系统在干扰作用下的稳态和动态性能.
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| 关 键 词： | 动态 泛回归神经网络 非线性 预测 |
Forecast of dynamic general regression neural network and its simulation |
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| SHANG Wei-wei,SHANG Li-hui,ZHAO Chun-chen. Forecast of dynamic general regression neural network and its simulation[J]. , 2013, 0(12): 113-116 |
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| Authors: | SHANG Wei-wei SHANG Li-hui ZHAO Chun-chen |
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| Affiliation: | ( School of Opticai-electrical and Computer Engineering, University of Shanghai for Science and Technology, Shanghai 200093, China) |
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| Abstract: | This paper selects the experimental subjects in the process control experiment of HUATEC A3000, researches on the nonlinear three-tank liquid level control system. It＂ puts forward a dynamic general regression neural network predictive control algorithm. Through the open-loop and closed-loop control, it built SIMULINK simulation model and analyzes the effectiveness of the algorithm. The simulation results show that the closed-loop predictive control improves the steady-state and dynamic performances of the system interfere. |
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| Keywords: | dynamic general regression neural network nonlinear forecast |
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