| 基于模糊奇异摄动模型的直接型自适应控制器的设计 |
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| 引用本文： | 李莉,孙富春,裴卫东.基于模糊奇异摄动模型的直接型自适应控制器的设计[J].电光与控制,2011,18(11):62-66. |
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| 作者姓名： | 李莉 孙富春 裴卫东 |
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| 作者单位： | 1. 天津师范大学计算机与信息工程学院,天津,300387
2. 清华大学计算机科学与技术系人工智能重点实验室,北京,100084 |
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| 基金项目： | 国家自然科学杰出青年基金，航天智能控制国家实验室、天津市高等学校科技发展基金计划，天津师范大学引进人才基金 |
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| 摘 要： | 一大类非线性奇异摄动系统可以由模糊奇异摄动模型进行近似逼近,由于柔性模态的影响,对该类系统的控制比较困难.特别在被控对象数学模型未知时,很难获得模糊奇异摄动模型的规则后件参数.为解决此种情况下的模型跟踪控制问题,提出一种新型的基于模糊奇异摄动模型的直接型自适应控制器,该控制器的状态反馈增益能够在线自适应调整,不需要已知...
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| 关 键 词： | 自适应控制 T-S模糊逻辑系统 非线性奇异摄动系统 李亚普诺夫合成方法 |
Design of a Direct Adaptive Controller Based on Singularly Perturbed Model |
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| LI Li,SUN Fuchun,PEI Weidong.Design of a Direct Adaptive Controller Based on Singularly Perturbed Model[J].Electronics Optics & Control,2011,18(11):62-66. |
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| Authors: | LI Li SUN Fuchun PEI Weidong |
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| Affiliation: | 1(1.College of Computer and Information Engineering,Tianjin Normal University,Tianjin 300387,China;2.Dept.of Computer Science and Technology,State Key Lab of Intelligent Technology & Systems,Tsinghua University,Beijing 100084,China) |
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| Abstract: | A class of nonlinear singularly perturbed systems can be approximated by the Fuzzy Singularly Perturbed Model(FSPM).It is not easy to design a controller for them.The consequence parameters of the FSPM can be hardly attained when the mathmatic model of the plant is unknown.In this paper,we proposed a new direct adaptive controller on the basis of the FSPM to solve the above-mentioned problem.The gains of the states feedback controller could be adjusted online to make the states of the closed-loop system follow those of the reference model,even with model unknown in prior.The stable and the dynamic performances of the whole closed-loop system could be designed by choosing the appropriate parameter matrix and input of the stable reference models.Lyapunov constitute techniques were used to prove the stability of the closed loop systems.Finally the simulations illustrate the effectiveness of this approach. |
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| Keywords: | adaptive control T-S fuzzy logic system nonlinear singularly perturbed system Lyapunove constitute technique |
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