| Adaptive Control by Using Neural Networks |
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| 引用本文： | 郝继红,吕强,段运波,许耀铭. Adaptive Control by Using Neural Networks[J]. 哈尔滨工业大学学报(英文版), 1994, 0(2) |
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| 作者姓名： | 郝继红 吕强 段运波 许耀铭 |
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| 作者单位： | Dept. of Power Engineering，Harbin institute of Technology，Harbin，150001，China |
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| 摘 要： | ＡｄａｐｔｉｖｅＣｏｎｔｒｏｌｂｙＵｓｉｎｇＮｅｕｒａｌＮｅｔｗｏｒｋｓ￥（郝继红）（吕强）（段运波）（许耀铭）ＨＡＯＪｉｈｏｎｇ；ＬＵＱｉａｎｇ；ＤＵＡＮＹｕｎｂｏ；ＸＵＹａｏｍｉｎｇ（Ｄｅｐｔ．ｏｆＰｏｗｅｒＥｎｇｉｎｅｅｒｉｎｇ，Ｈａｒｂｉｎｉ...
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Adaptive Control by Using Neural Networks |
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| HAO Jihong, LU Qiang, DUAN Yunbo, XU Yaoming. Adaptive Control by Using Neural Networks[J]. Journal of Harbin Institute of Technology (New Series), 1994, 0(2) |
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| Authors: | HAO Jihong LU Qiang DUAN Yunbo XU Yaoming |
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| Abstract: | A kind of model reference adaptive control system has been made up by using Madaline neural networks. The neuron controller NN1 and its adaptation algorithm are proposed in this system.Neural networks identifier NN2 is adopted,it can approximate the plant's input/output mapping accurately, furthermore, as back-propagating path of the output error, it provided valid teacher signal to controller NN1. Applying the present algorithm to the control of linear and nonlinear systems in simulation, the result shows its validity. |
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| Keywords: | ss: Neural networks functional approximation adaptive control identification |
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