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RBFNN-based multiple steady states controller for nonlinear system and its application
Li, XG; Huang, DX; Jin, YH; Wang, J; Liao, X; Yi, Z
2005
发表期刊ADVANCES IN NEURAL NETWORKS - ISNN 2005, PT 3, PROCEEDINGS
卷号3498页码:15-20
文章类型Article
摘要On-line Radial Basis Function (RBF) neural network based multiple steady states controller for nonlinear system is presented. The unsafe upper steady states can be prevented with the optimizer for Constrained General Model Controller (CGMC). Process simulator package is used to generate a wide range of operation data and the dynamic simulator is built as the real plant. The effectiveness is illustrated with a Continuous Stirred Tank Reactor (CSTR) and OPC tools are developed for on-line data acquisition and computation.
WOS标题词Science & Technology ; Technology
关键词[WOS]PREDICTIVE CONTROL ; MODEL
收录类别ISTP ; SCI
语种英语
WOS研究方向Computer Science
WOS类目Computer Science, Artificial Intelligence ; Computer Science, Theory & Methods
WOS记录号WOS:000230167700003
引用统计
文献类型期刊论文
条目标识符http://ir.ia.ac.cn/handle/173211/9151
专题09年以前成果
作者单位1.Tsing Hua Univ, Dept Automat, Beijing 100084, Peoples R China
2.Chinese Acad Sci, Inst Automat, Key Lab Complex Syst & Intelligent Sci, Beijing 100080, Peoples R China
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GB/T 7714
Li, XG,Huang, DX,Jin, YH,et al. RBFNN-based multiple steady states controller for nonlinear system and its application[J]. ADVANCES IN NEURAL NETWORKS - ISNN 2005, PT 3, PROCEEDINGS,2005,3498:15-20.
APA Li, XG,Huang, DX,Jin, YH,Wang, J,Liao, X,&Yi, Z.(2005).RBFNN-based multiple steady states controller for nonlinear system and its application.ADVANCES IN NEURAL NETWORKS - ISNN 2005, PT 3, PROCEEDINGS,3498,15-20.
MLA Li, XG,et al."RBFNN-based multiple steady states controller for nonlinear system and its application".ADVANCES IN NEURAL NETWORKS - ISNN 2005, PT 3, PROCEEDINGS 3498(2005):15-20.
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