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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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sky蒲公英
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3楼2017-05-16 12:09:44
sky蒲公英
版主 (文坛精英)
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【答案】应助回帖
★ ★ ★ ★ ★ ★ ★ ★ ★ ★
感谢参与，应助指数 +1
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
感谢参与，应助指数 +1
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
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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 |
2楼2017-05-16 12:08:05