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文章题目为:Data-driven Predictive Control for Continuous-time Linear Parameter Varying Systems with Application to Wind Turbine
期刊名:International Journal of Control, Automation and Systems

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lock86: 金币+10, ★★★★★最佳答案 2017-05-16 16:22:39
sunshan4379: LS-EPI+1, 感谢应助! 2017-05-16 19:43:16
Data-driven Predictive Control for Continuous-time Linear Parameter Varying Systems with Application to Wind Turbine
作者:Luo, XS (Luo, Xiaosuo)[ 1,2 ]
INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS
卷: 15  期: 2  页: 619-626
DOI: 10.1007/s12555-015-0480-6
出版年: APR 2017
查看期刊信息
摘要
A new data-driven predictive control method based on subspace identification for continuous-time linear parameter varying (LPV) systems is presented in this paper. It is developed by reformulating the continuous-time LPV system which utilizes Laguerre filters to obtain the subspace prediction of output. The subspace predictors are derived by QR decomposition of input-output and Laguerre matrices obtained by input-output data. The predictors are then applied to design the model predictive controller. It is shown that the integrated action is incorporated in the control effect to eliminate the steady-state offset. We control the continuous-time LPV systems to obtain the attractive performance with the proposed data-driven predictive control method. The proposed controller is applied to a wind turbine to verify its effectiveness and feasibility.
关键词
作者关键词:Continuous-time; data-driven approach; linear parameter varying systems; model predictive control; subspace identification
KeyWords Plus:SUBSPACE IDENTIFICATION; LPV; VARIABLES; DESIGN; MODEL
作者信息
通讯作者地址: Luo, XS (通讯作者)
显示增强组织信息的名称        Chongqing Univ, Sch Automat, Chongqing 400044, Peoples R China.
通讯作者地址: Luo, XS (通讯作者)
              Chongqing Coll Elect Engn, Chongqing 401331, Peoples R China.
地址:
显示增强组织信息的名称        [ 1 ] Chongqing Univ, Sch Automat, Chongqing 400044, Peoples R China
              [ 2 ] Chongqing Coll Elect Engn, Chongqing 401331, Peoples R China
电子邮件地址:luoxiaosuo@cqu.edu.cn
基金资助致谢
基金资助机构        授权号
Major State Basic Research Development Program 973        
2012CB215202
National Natural Science Foundation of China        
61134001
Key Laboratory of Dependable Service Computing in Cyber Physical Society (Chongqing University)          
Ministry of Education and Scientific and Technological Research Program of Chongqing Municipal Education Commission        
KJ1503008
查看基金资助信息   
出版商
INST CONTROL ROBOTICS & SYSTEMS, KOREAN INST ELECTRICAL ENGINEERS, BUCHEON TECHNO PARK 401-1506, 193 YAKDAE-DONG WONMI-GU, BUCHEON, GYEONGGI-DO 420-734, SOUTH KOREA
类别 / 分类
研究方向:Automation & Control Systems
Web of Science 类别:Automation & Control Systems
文献信息
文献类型:Article
语种:English
入藏号: WOS:000399302500016
ISSN: 1598-6446
eISSN: 2005-4092
其他信息
IDS 号: ES1QQ
Web of Science 核心合集中的 "引用的参考文献": 32
Web of Science 核心合集中的 "被引频次": 0
知识就像蒲公英的花儿一样,播种在世界的每一个角落。
2楼2017-05-16 12:08:05
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2楼: Originally posted by sky蒲公英 at 2017-05-16 12:08:05
Data-driven Predictive Control for Continuous-time Linear Parameter Varying Systems with Application to Wind Turbine
作者:Luo, XS (Luo, Xiaosuo)
INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYST ...

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知识就像蒲公英的花儿一样,播种在世界的每一个角落。
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