| 基于模糊滑模的不确定混沌系统控制 |
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| 引用本文： | 牛培峰,金音,陈贵林,张君,窦春霞. 基于模糊滑模的不确定混沌系统控制[J]. 控制工程, 2012, 19(2): 198-202 |
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| 作者姓名： | 牛培峰 金音 陈贵林 张君 窦春霞 |
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| 作者单位： | 燕山大学电气工程学院,秦皇岛066004;燕山大学工业计算机控制工程河北省重点实验室,秦皇岛066004 |
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| 基金项目： | 国家自然科学基金(60774028,60874023);河北省自然科学基金资助项目(F2010001318) |
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| 摘 要： | 提出了一种利用直接自适应模糊神经网络控制与模糊滑膜控制相结合来控制一类不确定非线性混沌系统的新方法。应用Takagi-Sugeno模糊逻辑系统设计系统控制律和参数在线调整规则,使控制系统能准确的跟踪给定信号,同时具有较强的抑制系统参数摄动的能力以及抑制随机噪声的能力。仿真实验结果表明,此算法有效地实现了不确定混沌系统的追踪控制,使系统的跟踪误差减小,提高了系统的鲁棒性,应用前景十分广阔。
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| 关 键 词： | 混沌系统 模糊滑模控制 模糊神经网络 自适应控制 |
The Control of Unknown Chaotic System Based on Fuzzy Slide-Model |
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| NIU Pei-feng , JIN Yin , CHEN Gui-lin , ZHANG Jun , DOU Chun-xia. The Control of Unknown Chaotic System Based on Fuzzy Slide-Model[J]. Control Engineering of China, 2012, 19(2): 198-202 |
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| Authors: | NIU Pei-feng JIN Yin CHEN Gui-lin ZHANG Jun DOU Chun-xia |
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| Affiliation: | 1,2(1.College of Electrical Engineering,Yanshan University,Qinhuangdao 066004,China; 2.Key Lab of Industrial Computer Control Engineering of Hebei Province,Yanshan University,Qinhuangdao 066004,China) |
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| Abstract: | A novel combining direct adaptive fuzzy-neural networks control with fuzzy slide-model controller for a class uncertain nonlinear chaotic system is presented.Using Takagi-Sugeno fuzzy logic?systems design the chaotic system control-law and parameter on-line adjust regulation,then control systems have stronger ability which of track given-signal and restrain the system parameter variety and random yawp.Simulation experiment results validate the validity and the celerity of the controller,and the applying prospect will be well. |
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| Keywords: | chaotic system fuzzy slide-model control fuzzy neural-networks adaptive control |
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