| 自适应模糊神经网络控制器在电阻加热炉中的应用 |
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| 引用本文： | 李歧强,钱积新,李现明,金萍.自适应模糊神经网络控制器在电阻加热炉中的应用[J].控制与决策,1999(2). |
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| 作者姓名： | 李歧强 钱积新 李现明 金萍 |
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| 作者单位： | 浙江大学工业控制技术国家重点实验室，山东工业大学 |
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| 摘 要： | 提出一种自适应模糊神经网络控制器，着重讨论了自适应模糊神经网络的混合学习算法和自适应动量解耦的最速下降法。给出了适于非线性时滞、基于径向基函数网络和自适应模糊神经网络控制器的控制方案，并把它用在电阻加热炉中。实际应用表明，模糊神经网络控制器具有良好的控制效果。
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| 关 键 词： | 模糊神经网络，径向基函数网络，自适应，电阻加热炉 |
Adaptive Neurofuzzy Controller Applied to Resistance Heating Furnaces |
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| Li Qiqiang,Qian Jixin.Adaptive Neurofuzzy Controller Applied to Resistance Heating Furnaces[J].Control and Decision,1999(2). |
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| Authors: | Li Qiqiang Qian Jixin |
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| Abstract: | An adaptive neurofuzzy controller was proposed. A hybrid algorithm and an adaptive decoupled momentum based steepest descent algorithm for the training of the adaptive neurofuzzy network were discussed. A control scheme based on RBF networks and the adaptive neurofuzzy controller was presented and applied to a resistance heating furnace. Practical application demonstrates that the adaptive neurofuzzy controller has very good performances. |
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| Keywords: | neurofuzzy controllers RBF networks adaptive resistance heating furnaces |
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