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The application of neural network in contral system

ZHOU Ming-zheng(Computer Science and Engineering Department,Anhui Insititute of Mechanical and Eleetrical Engineering,Wuhu 241000, China)  
Neural networks are widely used in solving many highnonlinear control porblems because of their massive parallel structure and leavning capability. It can approximate to random continuous non-liner function with any precision, dispose the quantitative and qualitative information at the same time, and reconcile the relation of manifold input information. It apply to amalgamation of manifold information and multimedia technology. It's a powerful instrument to resolve many control and highly non-linear problems of uncertainty system. This paper introduces the main features of the neural network, and presents the neural network application in system identification and fuzzy control system. Some trends of neutal network is to be discussed.
【CateGory Index】: TP13
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Chinese Journal Full-text Database 7 Hits
1 FU Xiao-lin,DENG Ri-qing(School of Transportation,Chongqing Jiaotong University,Chongqing 400074,China);Automobile Electronic Fuel Injection Engine Fault Diagnosis Based on RBF Neural Network[J];Machinery & Electronics;2007-11
2 Zhang Xiuling, Li Haibin ( Institute of Electrical Engineering, Yanshan University, Qinhuangdao 066004);A DIGIT RECOGNITION METHOD BASED ON RBF NETWORK[J];Pattern Recognition and Artificial Intelligence;2002-01
3 BIAN Wen-jun(Faculty of Information Science and Technology,Baotou Teachers' College,Baotou 014030,China);Application Research on Nerve Networks in Burning Control[J];Journal of Inner Mongolia University(Natural Science Edition);2011-01
4 ZHANG Rui,WU Cheng dong (Faculty of Automatic Control,Shenyang Arch.And Civ.Eng.Univ.,Shenyang,110015,China);Some Recent Progress in Robotic Intelligent Control[J];Journal of Shenyang Architectural and Civil Engineering Institute;2003-01
5 ;The Application of BP Neural Network in Fault Diagnosis of Automatic Transmission[J];Auto Engineer;2012-08
6 Zhang Xiuling Li Haibin (Institute of Electrical Engineering,Yanshan Univ., Qinhuangdao 066004 ,China);A Digital Recognition Method based on RBF Neural Network[J];Chinese Journal of Scientific Instrument;2002-03
7 WANG Huan,ZHANG Zeng-guang,LI Hai-bin,LIU Bin (Yanshan University,Qinhuangdao066004,China);Predicting of Cement Strength Based on RBF Neural Network[J];Automation and Instrumentation;2004-02
Chinese Journal Full-text Database 7 Hits
1 Zhou Mingzheng (Anhui Institute of Mechanical and Electrical Engineering Wuhu 241000);The Optimization and Application of Fuzzy Membership Function Base on Genetic Algorithms[J];JOURNAL OF ANHUI INSTITUTE OF MECHANICAL AND ELECTRICAL ENGINEERING;1998-04
2 Zhou Ming Zheng;The Design of Temperature Intelligent Control System for Heat Setting Machine[J];JOURNAL OF TEXTILE RESEARCH;1999-04
3 LIU Yannian and FENG Chunbo (Research Institute of Automation, southeast University. Nanjing, 210018, PRC);The Feasibility of Using Neural Networks for the Identification of Nonlinear Discrete Dynamic Systems[J];CONTROL THEORY & APPLICATIONS;1994-04
4 TAN Yonghong(Deportment of Computer Engineering, Guiling Institute of Electronic Technology. Guangxi Guilin, 541004, RPC);RLS Training Algorithm for Multilayer Feedforward Neural Networks and Its Application to Identification[J];CONTROL THEORY & APPLICATIONS;1994-05
5 PENG Xiaoqi;MEI Chi;ZHOU Jiemin and TANG Ying(Department of Applied Physics and Thermal Engineering, Central South University of Technology.Changsha,410083,PRC);A Fuzzy Neural Networks Control Model of Multivariable Systems and its Application[J];CONTROL THEORY & APPLICATIONS;1995-03
6 Wang Dianhui; Chai Tianyou (Northeastern University);Adaptive Fuzzy Neural Controller Design: Linearization Approach[J];CONTROL AND DECISION;1995-01
7 Zhou Mingzheng (Department of electrics,Anhui college of mechanical and electrical Wuhu 241000);The Model and Application of Soft Measurement Based On Neural Network[J];Chinese Journal of Scientific Instrument;1999-06
Chinese Journal Full-text Database 10 Hits
1 ZHANG Yu-li (Huazhong University of Science and Technology,Wuhan 430072,China);Forecast the distributing of collapsed building with a blur neural network[J];Sichuan Building Science;2006-01
2 WANG Qian~1,JIANG Linhua~2,ZHANG Jingfeng~3,XU Haiqun~4(1.Lianyungang Technical College,Lianyungang 222006,China;2.Hohai University,Nanjing 210098,China;3.Lianyungang Test,Lianyungang 222003,China;4.Lianyungang Water Bureau,Lianyungang 222000,China);Application of fuzzy neural network in strength prediction of fly ash concrete[J];Sichuan Building Science;2006-06
3 LIU Qingfeng,YIN Jiuren(Institute of Fundamental Mechanics & Material Engineering,Xiangtan University,Xiangtan411105,China);Status quo and prospects of the neural network intelligence and ability diagnosis in concrete structure[J];Sichuan Building Science;2007-01
4 ZHANG Tong1,WANG Jianping1,MENG Gaiyang2(1.School of Civil Eng.,Xi'an Univ.of Arch.& Tech.,Xi'an 710055,China;2.Finance Department of Xi'an Univ.of Arch.& Tech.,Xi'an 710055,China);Applied research of different-causations-same-result-combination neural network in the project cost[J];Sichuan Building Science;2009-02
5 Fang Rongbo Wei Yuan Yang Haifeng (The No.2 Steelmaking Plant of Angang New Iron and Steel Co.);Prediction of Tapping Temperature of Hot Metal in Converter[J];;2002-04
6 Ni Zhiwei (Dept.of computer,Anhui University,Hefei 230039);Deep study on Activation Function in BP Network[J];Journal of Anhui University(Natural Sciences);1997-03
7 YANG Guan-lu1,LI Qing-yan2,HU Xin1 (1.College of Information Science & Engineering,Huaqiao University,Quanzhou 362021,China; 2.College of Electronic Science & Technology,Anhui University,Hefei 230039,China);Synchronal generator excitation controller based on SNC neural network[J];Journal of Anhui University(Natural Sciences);2005-03
8 YANG Xu-bing~1,HAN Zi-cun~2 (1.Dept. of Art. Desi., Anhui University of Technology and Science, Wuhu 241000, China, 2. College of Information Science and Technology Nanjing University of Aeronautics & Astronautics, Nanjing 210016, China);ε-Insensitive kernel-based adaline algorithm and its application[J];Journal of Anhui University of Technology and Science;2003-04
9 TAO Xiu-feng~1,TANG Shi-zhong~1,ZHOU Ming-zheng~2 (1.Dept.of Elec., Anhui University of Technology and Science, Wuhu 241000, China; 2.Dept. of Comp. Sci. & Engn., Anhui University of Technology and Science ,Wuhu 241000,China);A model and application of soft-sensor based on support vector machine[J];Journal of Anhui University of Technology and Science;2004-02
10 Zhang Jiubiao (Bengbu Medical College Bengbu 233003) Zhao Yun (Anhui Institute of Mechanical and Electrical Engineering Wuhu 241000);On an Improved Constraint Satisfaction Model[J];JOURNAL OF ANHUI INSTITUTE OF MECHANICAL AND ELECTRICAL ENGINEERING;1997-04
China Proceedings of conference Full-text Database 10 Hits
1 Li Junli,Zhang Guanghui,Zhu Xiaohong College of Information Engineering and Automation,Kunming University of Science and Technology,Kunming 650051,P.R.China;A New Algorithm of Neuron PID Control Based on Intelligent Gain[A];[C];2008
2 Zhang Juan,Chen Jie,Duan Mei Department of Automatic Control,School of Information Science Technology,Beijing Institute of Technology,Beijing 100081,P.R.China;Track Correlation for Multisensor System based on NN and General Classical Assignment Algorithm[A];[C];2008
3 Sui Jinxue,Yang Li,Hua Zhen,Zhang Xin School of Information and Electronics Engineering Shandong Institute of Business and Technology,Yantai 264005,P.R.China;Application of Improved BP Network in Flame Burning Condition Recognition[A];[C];2008
4 HU Yu-e~1 DING Shu-ping~2 1(Liaoning university of petroleum & chemical Technology,Liaoning,Fushun,113001,China) 2(Hua run alcohol company,Heilongjiang,Zhaodong,151100,China);Nonlinear multi-step predictive learning controller based on improved BP algorithm network model[A];[C];2003
5 CHEN Yu-qiang1,LIU Zhi-gang2,YANG Tie-jun2, XIAO You-hong2 (1.Physics Department, Mudanjiang Teachers College, Mudanjiang 157012,China; 2.School of Power Engineering, Harbin Engineering University, Harbin 150001, China);Diesel Active Vibration Control with Hydraulic Servo[A];[C];2007
6 DONG Guihong, WANG Shengnian, FAN Zhihong, XIONG Jianbo (Engineering Technology Research Co. Ltd.of CCCC Fourth Harbor Engineering Co., Ltd., Guangzhou 510230, China);Application of IMSL C# Numerical Library to Concrete Technology[A];[C];2010
7 Yingyang Lu,Boxi Wu,Shenchu Xu,Zhenxiang Chen,Jianyong Chen Department of Physics,Xiamen University,Xiamen,Fujian,361005;About the Initialization of BP Neural Network[A];[C];1999
8 Zhu Shuanghe Ma Ling Air Foree Telecommunication Engineering Institute,Xi'an,710077;A New Self-organizing Mapping Algorithm for TSP Problem[A];[C];1999
9 Yang Xinguang Zou Kaiqi Basic Sciences Department,Dalian Maritime University,Dalian,Liaoning,116026;Fuzzy Decision-making Based on Neural Networks[A];[C];1999
10 ZHU Shuangdong College of Information Engineering,Fushun Petroleum Institute,Liaoning Fushun 113001 GU Zhongmin Dept.of Internal Medicine,Fushun Central Hospital,Liaoning Fushun 113006 ZHAO Jianguo Dept.of Economic,North-east University of Finance and Economic,Liaoning Dalian 116025;intelligent synthetic diagnoses for jaundice based on neural networks[A];[C];1999
Chinese Journal Full-text Database 10 Hits
1 ZHU Ming-xing 1,ZHANG De-long 2 1(Depart.of Antomation of Anhui Univ.Hefei 230039,China) 2( Department of Electronic Engineering ang Information Science of Anhui Univ.,Heifei 230039,China);Study on the Algorithms of Selecting the Radial Basis Function Center[J];JOURNAL OF ANHUI UNIVERSITY(NATURAL SCIENCES);2000-01
2 Li Xianxiang (Anhui Institute of Mechanical and Electrical Engineering Wuhu 241000);An Intelligent Speed Controller Used in AC Servo System[J];JOURNAL OF ANHUI INSTITUTE OF MECHANICAL AND ELECTRICAL ENGINEERING;1996-02
3 Chen Xiangguang Huang Congming (School of Chemical Engineering and Meterials Science, Beijing Institute of Technology, Beijing 100081);The Study of an Improved BP Algorithm to be Applied in Intelligent Control System[J];JOURNAL OF BEIJING INSTITUTE OF TECHNOLOGY;1997-04
4 Wu Qianyong (Zigong Polytechnic College,Zigong,643000);Recognization of Models of Controlled Objects[J];JOURNAL OF CHONGQING TEACHERS COLLEGE(NATURAL SCIENCE EDITION);1999-02
6 Wang Fengqin,GaoYing,zhao Jun (The College of MeehaniealEngineeoring,Yanshan University, Qinhuangdao);Optimization of Neural Network Based on Genetic Algorithm[J];Journal of Yanshan University;2001-03
7 Ci Chuming; Zhang Yingnan; Hou Paiguo (Dept. of Auto. Eng.. Yanshan University );A New Kind of Control Algorithm For The Control System of Time-Lag[J];;1994-03
8 Deng Zhonghua Zhang Naisheng Cheng Shanmei Li Yesong(Huazhong University of Science and Techology);Zero Phase Error Tracking Control for AC Position Servo control System[J];Transactions of China Electrotechnical Society;1998-06
9 Wu Jun; Xu Songyuan; Wang Changhong (Harbin University of Science and Technology) (Harbin Institute of Technology);The Inverse Control of Servo System Based on Multilayer Forward Propagation Neural Network[J];ELECTRIC MACHINES AND CONTROL;1998-02
10 WANG Yao-nan, SUN Wei (The Electrical and Information College, Hunan University, Changsha 410082, China);Self-learning control based on fuzzy neural networks for robot manipulator[J];Electric Machines and Control;2001-02
【Secondary References】
Chinese Journal Full-text Database 10 Hits
1 GAO Fu-qianga,ZOU Hengb,QIN Chang-shuob,XU Min-jianb,YANG Yongb(a.ICT Research Center;b.College of Automation,Chongqing University,Chongqing 400030,China);Comparison with BP and RBF neural network used in English Letters Recognition[J];Journal of Chongqing Institute of Technology(Natural Science);2009-09
2 WANG Hai-dong1,ZHANG Zhao-jian2,ZHANG Jin-feng3,ZHENG Lian-qing3(1.Power Bureau of Sichuan Power Corporation,Dazhou 635000,Sichuan,China.2.Fujian Huadian Kemen Power Co.,Ltd,Fuzhou 350512,China.3.Electrical Engineering College of Chongqing University,Chongqing 400044,China);Study on the intelligent recognition technology of digital displaying values in power system[J];Electrical Measurement & Instrumentation;2008-08
3 Zhou Lin~(1,2) Li Si~3 1.School of Business Administration,North China Electric Power University,Baoding 071003,China; 2.Taizhou Power Supply Company,Taizhou 225300,China; 3.Beijing Power Company,Beijing 100031,China;The application of Multi-Agent technology in the substation operation sequence[J];Electric Power Science and Engineering;2008-08
4 TIAN Qi,LI Qi,YAO Peng,ZHAO Yuan(Department of Basic Training,The Second Artillery Engineering College,Xi'an 710025,China);Motion Control of Omni-directional Robot Based on Fuzzy PID Control[J];Electronic Science and Technology;2011-09
5 ZHOU Hong-yu,XU Chun-xia,CHEN Xiao-feng,WANG Ju (Collgeg of Power and engineering,Chongqing University,Chongqing 400030, China);Constant Flow Hydraulic System to Variable System for Energy efficiency[J];Journal of Chongqing University(Natural Science Edition);2006-12
6 Yang Dan(Department of Information Technology,Shijiazhuang Command Institute of the People's Armed Police Troops,Shijiazhuang050061,China);The Prediction of the Hydration Heat of Cement with the RBF Neural Network[J];Traffic Engineering and Technology for National Defence;2011-03
7 WANG Hong-jun1,2,SUN Lei 2(1.Key Laboratory of Modern Measurement & Control Technology,Ministry of Education,Beijing Information Science and Technology University,Beijing 100192,China;2.School of Electromechanical Engineering,Beijing Information Science and Technology University,Beijing 100192,China);Statistical analysis system of production line fault based on internet[J];Journal of Beijing Information Science & Technology University;2013-03
8 SU Hong, TIAN Pei, CHANG Xiao-quan, SU Xi-feng (School of Control Science and Engineering, North China Electric Power University, Baoding 071003, China; Beijing University of Aeronautics and Astronautics, Beijing 100083, China);Fault diagnosis for boiler drum water level sensor based on RBF network[J];Journal of North China Electric Power University;2005-03
9 Di Hongshuang Liu Guangming Jiang Guangwei (The State Key Laboratory of Rolling and Automation,Northeastern University);A REVIEW OF PATTERN RECOGNITION METHOD FOR MEASURED SIGNALS OF SHAPE IN COLD STRIP ROLLING[J];Henan Metallurgy;2009-04
10 Yu Bo,Jian Wei,Fang Yong(Hubei Automotive Industries Institute,Shiyan 442002,China);Handwritten Digital Recognition with Matlab Neural Network Toolbox in VC++.net[J];Journal of Hubei Automotive Industries Institute;2007-01
China Proceedings of conference Full-text Database 1 Hits
1 Zhou Wenbin Lin Yuchi Zhao Meirong Niu Yijie (State Key Laboratory of Precision Measurement Technology and Instrument, Tianjin University, Tianjin 300072, China);Study of Independent Data Auto-acquisition and reading System for Eye Lens of Universal Tool Maker's Microscope[A];[C];2003
【Secondary Citations】
Chinese Journal Full-text Database 2 Hits
1 Yao Xin; Chen Guoliang and Xu Huimin (Department of Computer Science and Technology, Universtiy of Science and Technoloyg of China, Heifei 230027)Liu Yong (Institute of Software Engineering, Wuhan University, Wuhan 430072);A SURVEY OF EVOLUTIONARY ALGORITHMS[J];CHINESE JOURNAL OF COMPUTERS;1995-09
2 PENG Xiaoqi; MEI Chi; ZHOU Jiemin and TANG Ying (Department of Applied Physics and Thermal Enginerring,Central South University of Technology.Changsha, 410083 .PRC);An Identification Method of Multivariable Fuzzy Control Model and its Application in the Decision Support System of Smelting Furnace[J];CONTROL THEORY & APPLICATIONS;1994-05
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