| 基于神经网络逆模型的Fuzzy-PID控制方法及其应用研究 |
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| 引用本文： | 潘永湘,刘兴伟. 基于神经网络逆模型的Fuzzy-PID控制方法及其应用研究[J]. 西安理工大学学报, 1999, 15(3): 42-45 |
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| 作者姓名： | 潘永湘 刘兴伟 |
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| 作者单位： | 西安理工大学自动化与信息工程学院,陕西,西安,710048 |
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| 摘 要： | 在Ｆｕｚｚｙ－ＰＩＤ复合控制的基础上提出了一种基于神经网络逆模型的Ｆｕｚｚｙ－ＰＩＤ控制方法。该方法综合了模糊控制、神经网络控制和ＰＩＤ控制的优点， 使复杂工业过程中的非线性、时变等问题都得到了较好的解决。仿真结果表明， 该控制器具有较好的适应性和鲁棒性， 结构简单， 易于实现。
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| 关 键 词： | 神经网络逆模型 Fuzzy-PID控制 |
The Control Method of Fuzzy-PID Based on Neural Network Contrary Modeling and Its Application Research |
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| PAN Yong-xiang,LIU Xing-wei. The Control Method of Fuzzy-PID Based on Neural Network Contrary Modeling and Its Application Research[J]. Journal of Xi'an University of Technology, 1999, 15(3): 42-45 |
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| Authors: | PAN Yong-xiang LIU Xing-wei |
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| Abstract: | In this paper, presents a control method of Fuzzy PID based on neural network contrary modeling, according to the Fuzzy PID compound control method. It synthesizes advantages of fuzzy control, neural network control and PID control, and makes nonliear problem, varied time problem and other problem in the complex industrial process be solved effectually. The simulation results of the control method demostrate that it has good performance in many cases, such as adaptability and robustness, and that its simple structure is easy to be constructed. |
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| Keywords: | neural network contrary modeling Fuzzy PID control |
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