Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
Add to Favorite Get Latest Update

Controlling a Typical Kind of Industrial Processwith the RBF Neural Network

Wang Xudong Shao Huihe(Department of Automation, Shanghai Jiaotong University)  
According to the characteristic of a typical kind of industrial process, a new neural network control strategy is put forward. This strategy is based on the process model which is identified by the radial basis function neural network. With such a model, a nonlinear internal model control (IMC) strategy which has no offset is designed. The simulation with the CSTR shows that the CSTR is successfully identified and the IMC strategy is rather good.
【CateGory Index】: TP13
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
Chinese Journal Full-text Database 4 Hits
1 ZHENG Ming-fang,SHI Guo-dong,XUE Guo-xin,WANG Hong-yuan (Jiangsu Institute of Petrochemical Technology, Jiangsu Changzhou 213016,China);The Neural Network Optimization Control Strategy For Catalytic Hydrogen[J];Computer Simulation;2002-06
2 Zheng Mingfang (Department of Computer Science and Engineering,Jiangsu Institute of Petrochemical Technology, Changzhou 213016);The Neural Network Optimization Control Strategy For Pipeline Cracking Furnace[J];JOURNAL OF JIANGSU INSTITUTE OF PETROCHEMICAL TECHNOLOGY;1999-03
3 ZHENG Ming fang 1, XIAO Li chuan 1, XUE Guo xin 1, L Si wei 2 (1.Jiangsu Institute of petrochemical Technology, Changzhou 213016, China. 2.Newfoundland University of Canada);Optimization Control of Neuron Network for Water Level in Coal-burning Boiler[J];Coal Mine Automation;2001-06
4 ZHENG Ming-fang 1, ZHUI Wei-hong 2 (1. Departement of Computer, Jiangsu Institute of Petrochemical Technology, Jiangsu Changzou 213016, China; 2.Taizhou TV University, Jiangshu Taizhou 225400, China);The Neural Network Inferential Control Strategy for Distillation Column[J];Journal of Petrochemical Universities;2001-04
Chinese Journal Full-text Database 10 Hits
1 Shen Anwei; Yu Bin; Guan Haiying (Institute of Information Science, Northern Jiaotong University, Beijing 100044);Resarch on a Classifier Using the ART-2 Neural Network[J];JOURNAL OF NORTHERN JIAOTONG UNIVERSITY;1996-02
2 Yan Hua, Shao Fuqun, Wang Shi, Wu Engeng (School of Information Science and Engineering,Northeastern University, Shenyang 110006,China);Analysis of Soft Field Characteristics of Capacitance Tomography Sensors[J];JOURNAL OF NORTHEASTERN UNIVERSITY;1999-05
3 WANG Xiao-zhe 1, GU Shu-sheng 1, WU Cheng-dong 2 (1. School of Information Science and Engineering, Northeastern University, Shenyang 110004, China; 2. Shenyang Architecture and Civil Engineering Institute, Shenyang 110015, China.;Training Algorithm of RBF Neural Network Using Modified GA Based on Mixed Coding Method[J];JOURNAL OF NORTHEASTERN UNIVERSITY;2002-08
4 WANG Lin, MA Ping (North China Electricity Power University, Baoding 071003, China);Review on Methods of System Identification[J];Information On Electric Power;2001-04
5 Liu Zhigang, Wang Xiaoru, He Zhengyou,Qian Qingquan (Southwest Jiaotong University, Chengdu 610031, China);ANALYSIS AND COMPARISON OF FUNCTION APPROXIMATION ABILITY BASED ON WAVELET TRANSFORMATION, NEURAL NETWORK AND WAVELET NETWORK[J];Automation of Electric Power Systems;2002-20
6 Ju Gang Chen Shaobin Xu Zhigao (Department of Power Engineering, Southeast University,Nanjing 210096);Fuzzy Estimating PID Control and Its Application Study in Super heated Steam Temperature Control System[J];Journal of Southeast University;1998-S1
7 He Pei-au, Chang Zhong-xiao;Studies on the Slagging Property of the Coals Used by the Utilities in Our Country[J];Power Engineering;1987-02
8 Cheng Jian-yuan, Sun Xue-xing;Determination of the Devolatilization Index and Combustion Characteristic Index of Pulverized Coals[J];Power Engineering;1987-05
9 Zhang Jian ming(Hangzhou, Zhejiang University), Wang Ning, Wang Shu qing.;Fuzzy Neuro Compound Coordination Control for a Unit of Power Plant[J];POWER ENGINEERING;1999-03
10 ZHANG Jian ming, WING Ning, WANG Shu qing (National Key Laboratory of Industrial Control Technology, Zhejiang Univ., Hangzhou 310027, China);Fuzzy Neuron Model-Free Coordination Control with Feed-Forward Compensation for A Unit Power Plant[J];POWER ENGINEERING;2000-03
【Secondary References】
Chinese Journal Full-text Database 10 Hits
1 TU Ya-li,HE Guo-geng,LI Jia,XU Zhi-qiu,LIU Xuan-fei,YU Yong(Huazhong University of Science and Technology,Wuhan 430074,China);Expert Systems For Distillation Column Fault Diagnosis[J];Low Temperature and Specialty Gases;2006-05
2 ZHOU Jia, CAO Xiao-ling, LIU Yong-wenSchool of Mechanical and Power Engineering, Shanghai Jiaotong University, Shanghai 200030, China;Controlling Strategy Analysis of Drum Level in Boiler[J];Boiler Technology;2005-03
3 WU Wei min, WANG Ren li (Dalian Technology University, Dalian 116024, China);Development of Temperature Control System[J];Industrial Furnace;2002-02
4 FAN Jun-qing,ZHANG Bao-zhen(College of Electrical and Mechanical,Hainan University,Danzhou 571737,China);Development of Temperature Control Theory[J];Industrial Furnace;2008-06
5 You Hongjun(Petrochemical Faculty,Liaoning University of Petroleum & Chemical Technology,Fushun,Liaoning 113001);Scheme Design of Malfunction Diagnosis of Distillation Columns[J];Guizhou Chemical Industry;2004-02
6 SONG Hai-xiang(Tangshan Gas Corporation,Tangshan,Hebei 063000,China);PID controller based on RBF neural network[J];Water Sciences and Engineering Technology;2007-04
7 WEN Xiao-qiang,SUN Ling-fang(Northeast Electric Power University,Jilin 132012,China);Analysis on Coal-fired Carbon Based on Support Vector Machine[J];East China Electric Power;2011-06
8 HUANG Xiao-fei,SHI Hong,LIU Ming-ming,ZHANG Shuai (School of Aero Dynamics and Energy Engineering,Shenyang Aerospace University,Liaoning Shenyang 110136);Control of the fuel's temperature at the inlet of the aero-engine fuel pump test stand[J];Journal of Shenyang Aerospace University;2011-03
9 HE Shi-jun,HAN Yu-hui,LI Zhao-yu,GAO Yan,LI Hui(Henan Automation Engineering and Technology Research Center,Zhengzhou 450008,China);Study of Image Reconstruction Algorithm Based on Active Filter Linear Back Projection Method[J];Henan Science;2006-02
10 CAO Haiyan 1 , WANG Huaxiang 21.School of Information Engineering, Shijiazhuang University of Economics, Shijiazhuang 050031, China 2.School of Electrical Engineering & Automation, Tianjin University, Tianjin 300072, China;Simulation study of sensor of Electrical Capacitance Tomography system[J];Computer Engineering and Applications;2012-15
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved