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《Chinese Journal of Scientific Instrument》 1988-04
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Pattern Recognition Based State Estimation——Measurement Aids with Software

Ye,Nan Lu,Yong-zai (Zhejiang University)  
This paper presents a development of pattern recognition based state estima-tion techniques.With the proposed approaches,the system dynamics are described throughthe pattern construction and classification based on the system measurement data sequen-ces without knowing the system dynamic models generally being required when using theregular state estimation methods,such as Kalman filtering,observer and so on.In order to improve the accuracy of the estimated results,the learning algorithm basedon stochastical approximation is introduced in the pattern recognition state estimator.Aillustrative numerical examples given at this paper shows that the proposed approaches areapplicable to the control systems.
【Fund】: 国家教委科学基金
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Chinese Journal Full-text Database 8 Hits
1 Pi Daoying Sun Youxian (Institute of Industrial Process Control, Zhejiang University, 310027 Hangzhou);RESEARCH ON REFINED PULP WET WEIGHT SOFT-SENSING TECHNOLOGY IN REFINING PROCESS[J];Journal of Test and Measurement Technology;1996-03
2 LI Yong,SHAO Cheng (Institute of Advanced Control Technology,Dalian University of Technology,Liaoning Dalian 116024,China);Soft-sensor technology and it's application and development[J];Industrial Instrumentation & Automation;2005-05
3 RONG Gang,JIN Xiaoming,WANG Shuqing (National key lab.of Industrial Control Tech.,Zhejiang University,Hangzhou 310027,China);Advanced Control Technique and Its Application()Softmeasuring Technique and Its Application[J];CONTROL AND INSTRUMENTS IN CHEMICAL INDUSTRY;1999-04
4 Zhu Xue_feng (College of Automation Science and Engineering, South China Univ. of Tech., Guangzhou 510640, China);Soft-sensing Technique and Its Applications[J];Journal of South China University of Technology(Natural Science);2002-11
5 Lü Yongzai (Institute of Industrial Control,Zhejiang University,Hangzhou);MODERN INDUSTRIAL CONTROL AND ARTIFICFAL INTELLIGENCE[J];Information and Control;1988-05
6 LUO Xiao\ CHEN Yao\ SUN You xian (National laboratory of Industrial Control Technology, Zhejiang University, Hangzhou\ 310027);STATISTICAL-REGRESSION-BASED QUALITY INFERENCE METHODS[J];Information and Control;2001-05
7 Pi Dao-ying(National Key Laboratory of Industrial Control Technology,Institute of Industrial Process Control, Zhejiang University, Hangzhou, 310027);Soft-sensing Technique in Pulping and Papermaking──Problems Worth Investigating[J];TRANSACTIONS OF CHINA PULP AND PAPER;1997-00
8 Pi Dao-ying (National Key Laboratory of Industrial Control Technology, Institute of Industrial Process Control, Zhejiang University, Hangzhou, 310027);Soft-sensing Technique in Pulping and Papermaking──Problems Worth Investigating[J];TRANSACTIONS OF CHINA PULP AND PAPER;1997-01
Chinese Journal Full-text Database 10 Hits
1 Huang Hanzhou Chen Huoping Han Guangsheng ( Department of Industrial Automatica, Beijing Polytechnic Univercity, 100022 );The Present Condition of Research on Predictive Control[J];Journal of Beijing Polytechnic University;1997-02
2 CAO Liu lin TAO Bin jun (College of Information Science and technology, Beijing University of Chemical Technology, Beijing 100029, China);Soft sensing model of viscosity based on diagonal recurrent network[J];JOURNAL OF BEIJING UNIVERSITY OF CHEMICAL TECHNOLOGY;2001-02
4 Li Baowei;He Youduo;A MATHEMATICAL MODEL OF THE FLUID FLOW COMBUSTION AND HEAT TRANSFER IN BOF[J];Journal of Baotou University of Iron and Steel Technology;1994-04
5 TAN Chao(Dept of Chem and Chem Engin,Yibin University,Yibin 644007,China);Soft-measurement technique and applications based on support vector machine[J];Journal of Transducer Technology;2005-08
6 Cao Shiyi Zhou Dongxiang Gong Shuping (Department of Electronic Science & Technology,Huazhong University of Science and Technology,Wuhan 430074);Study on the Autotuning System of PID Control[J];JOURNAL OF TRANSDUCER TECHNOLOGY;1999-02
7 Yi Yixun (Dept. of Power Eng. Changsha Univ.of Electr. Power Changsha 410077);Microcomputer Control Study and Design of Penicillin Sweat in Pharmaceutical Industry[J];JOURNAL OF CHANGSHA UNIVERSITY OF ELECTRIC POWER(NATURAL SCIENCE);1999-04
8 CHANG Yu-qing~(1,2), WANG Xiao-gang~2, WANG Fu-li~2(1. Key Laboratory of Process Industry Automation Ministry of Education, Northeastern University, Shenyang 110004, China; 2. School of Information Science & Engineering, Northeastern University, Shenyang 110004, China. );Multi Neural Network Method for Soft Sensing and Its Application[J];JOURNAL OF NORTHEASTERN UNIVERSITY;2005-06
9 CHANG Yu-qing~(1,2),WANG Fu-li~2,WANG Xiao-gang~2,L Zhe~2(1.Key Laboratory of Process Industry Automation of MOE & Liaoning Province,Northeastern University,Shenyang 110004,China;2.School of Information Science & Engineering,Northeastern University,Shenyang 110004,China.);Soft Sensing Modeling Based on Support Vector Machines for Fermentation Process[J];JOURNAL OF NORTHEASTERN UNIVERSITY;2005-11
10 Chen Haigeng;Application of Functional Analysis to Optimal Control of Furnaces[J];JOURNAL OF NORTHEASTERN UNIVERSITY;1995-04
【Secondary References】
Chinese Journal Full-text Database 10 Hits
1 Wang Qinglin Chen Jindi Huang Xishi Xie Jianhua Wu Jinzhong (Department of Automatic Control, Beijing Institute of Technology, Beijing 100081);On Intelligent Fuzzy Controllers[J];Journal of Beijing Institute of Technology;1993-03
2 Guo Ruiping (Dept. of Automatic control,Benxi College of Metallurgy~ and profession,Benxi,Liaoni~ng,117022);Application of an Intelligent Control Means to Multivariable Control System[J];JOURNAL OF BENXI COLLEGE OF METALLURGY;2000-01
3 ZHANG Jian, LI Yan, HUANG Dao-ping, ZHU Xue-feng, SHI Bu-hai(College of Automation Science & Engineering, South China University of Technology, Guangzhou 510640,China);Classified-model soft sensing method for Kappa number of pulp based on wavelet transform[J];Journal of Changchun Post and Telecommunication Institute;2004-04
4 SHENG Shou-zhao, WANG Dao-bo, HUANG Xiang-hua, WANG Zhi-sheng (Coll of Automation Engin, Nanjing University of Aeronautics and Astronautics, Nanjing 210016, China);Application of new design method for feedforward neural networks in soft measurement[J];Journal of Transducer Technology;2004-04
5 SHENG Shou-zhao, WANG Dao-bo, WANG Zhi-sheng, HUANG Xiang-hua(Coll of Automation Engin,Nanjing University of Aeronautics and Astronautics,Nanjing 210016,China);Research on soft-sensor model selection based on subspace information quantity criterion[J];Journal of Transducer Technology;2004-08
6 Zhang Hua-guang (Southeast University), Xu Zhi-gao, Chen Lai-jiu,;Intelli- gence Control Technique and Thermal Automatic Control:[J];Power Engineering;1991-05
7 BAI Wei-dong,YAN Jian-hua,WANGFei,MA Zeng-yi,LIN Bin,ZHANG Qing-yu,NI Ming-jiang,CEN Ke-fa(Institute of Thermal Power Engineering,Zhejiang University, Hangzhou 310027, China);Application of Statistical Regression Method in NO_x Output Monitoring for Power Station Boiler[J];Power Engineering;2004-03
8 LI Shao-ming,ZHANG Jia-yan,XIE Fu-chun,JI Ping (School of Electrical Engineering & Information,Anhui University of Technology,Ma'anshan 243002,P.R.China);Application of soft sensor in the on-line measurement of the iron ore's surface temperature[J];Journal of Chongqing University;2009-07
9 ZHUO Ming, FENG Yu-zhao, CHEN Yong(Laboratory Center of Water Supply and Environment Based on Field Operations, Logistics Engineering University,Chongqing 400016,China);Application of Soft Measurement Technology in Wastewater Treatment Process[J];China Water & Wastewater;2005-11
10 HE Yi,ZHAO Wang-da,LIU Yong-qiu(Institute of Disaster Prevention Science and Safety Technology,Central South University,Changsha 410075,China);Discussion on Application of Soft Measurement Based on Advanced Information Processing Technique[J];Industrial Measurement;2006-02
China Proceedings of conference Full-text Database 4 Hits
1 Chen Shixue Yu Naigong Ruan Xiaogang (Electronic Information and Control Engineering School,Beijing University of Technology, Beijing, 100022);The application of RBFnets to forecast the thickness of thalli in penicillin production[A];[C];2003
2 ;Study of Modeling Methods for Soft Measurement[A];[C];2007
3 ZHOU Gang1,YE Wei-cheng2(1.Department of Nuclear Energy Science and Engineering,Naval University of Engineering,Wuhan 430033,China;2.92330 Unit of the PLA Navy,Qingdao 266102,China);A soft sensor method for nuclear steam generator water level based on artificial neural networks[A];[C];2007
4 Wang Jie-sheng,Zhang Yong,Chang Liang School of Electronic and Information Engineering,Liaoning University of Science & Technology,Anshan 114044;RBFNN Soft-sensor Modeling of Pellets Sintering Permeability Based on Subtractive Clustering Algorithm[A];[C];2009
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