Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Computer Measurement & Control》 2010-02
Add to Favorite Get Latest Update

Mixed Intelligence Soft Sensor System for Rubber Mooney Viscosity Based on C++ and MATLAB

Liu Mei1,2,Huang Daoping2,Xu Xiaoling1(1.Computer and Electronic Information College,Maoming University,Maoming 525000,China;2.College of Automation Science and Technology,South China University of Technology,Guangzhou 510640,China)  
Mooney-viscosity is the main quality index of Synthetic Rubber.Monitoring the Mooney-viscosity effectively and realizing automatic quality control of production process is an urgent problem in the rubber industry.For strong non-linear、time-varying and complex intermittent synthetic rubber system,we establish Mooney viscosity mixed intelligent model based on mechanism、wavelet neural network and least squares support vector machines and so on combined with the process of technical mechanism,to solve the real-time online Mooney viscosity measurement and develop the Mooney viscosity soft-sensor applications based on the Borland C++ and MATLAB.Ethylene Plant trial Results: The mixed intelligent soft-sensor model has high predictive accuracy、strong generalization ability and fast running speed;This application software has clear structure、flexible functional expansion、friendly operating interface and easy operating maintenance;The system can、guide the operation、improve excellent products probability and create the conditions for synthetic rubber production facilities optimal control.
【Fund】: 国家自然科学基金项目(60704012);; 广东省科技计划项目(2004B10301035);; 茂名市科技项目(201095)
【CateGory Index】: TP274
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
【Citations】
Chinese Journal Full-text Database 8 Hits
1 Cao Liulin1) Jiang Hong1) Chen Hong2)(1)Department of Chemical Automation, Beijing University of Chemical Technology, Beijing,100029;(2)Synthetic Rubber Factory, Yanshan Petrochemical Corporation, Beijing,102503) ;Realization of Estimation of Mooney Viscosity Using Neural Network[J];JOURNAL OF BEIJING UNIVERSITY OF CHEMICAL TECHNOLOGY;1997-04
2 LUO Jianxu and SHAO Huihe (Institute of Automation,Shanghai Jiaotong University,Shanghai 200030,China;DEVELOPING DYNAMIC SOFT SENSORS USING MULTIPLE NEURAL NETWORKS[J];Journal of Chemical Industry and Engineering(China);2003-12
3 CHEN Lei1,XU Wen-yan2,WANG Hao1(1.Department of Automation,Shanghai Jiao Tong University,Shanghai 200240,China;2.Life & Environment School,Shanghai Normal University,Shanghai 200234,China);On-line Measurement of Viscosity for C_5 Petroleum Resin Based on Soft-sensing[J];Control and Instruments in Chemical Industry;2008-06
4 Liu Mei~(1,2) Huang Daoping~(1*) Sun Zonghai~1(1.Department of Automation,Maoming University,Maoming,525000,Guangdong,China;2.College of Automation Science and Technology,South China University of Technology,Guangzhou,510640,Guangdong,China);Prediction for the mooney-viscosity of SBR based on PCA and LS-SVM[J];Computers and Applied Chemistry;2008-11
5 Sun Xiaofang1,Pan Haitian1,Cai Yijun1,Xia Luyue1,Feng Haiquan2(1.College of Chemical Engineering and Materials Science,Zhejiang University of Technology,Hangzhou 310014,China;2.Xiaoshan Wastewater Treatment Co.Ltd.,Hangzhou 311201,China);Design of Intelligent Control System for Drug Adding Process Based on Configuration Software[J];Computer Measurement & Control;2009-04
6 ZHENG Xiao-xia,QIAN Feng(Research Institute of Automation,East China University of Science and Technology,Shanghai 200237,China);Soft Sensor Modeling Based on PCA and Support Vector Machines[J];Journal of System Simulation;2006-03
7 Yang Huizhong Zhong Hao Ding Feng (School of Communication & Control Engineering,Southern Yangtze University,Wuxi 214122,China);Signal de-noising based on multiple wavelet transform and its application in soft measurement[J];Chinese Journal of Scientific Instrument;2007-07
8 ;Soft Sensing Technology and Its Application[J];Process Automation Instrumentation;2008-01
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 Zhang Guoping Cao Liulin (Department of Chemical Automation, Beijing University of Chemical Technology, Beijing, 100029);A solution to the measurement lag in prediction of viscosity using dynamic neural network[J];JOURNAL OF BEIJING UNIVERSITY OF CHEMICAL TECHNOLOGY;1999-03
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
3 Chen Weidong Sun Haiquan(Yanshan University,Qinhuangdao 066004);Adaptive de-noising of pulse signal based on multiple wavelet transform[J];Electronic Measurement Technology;2008-08
4 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
5 ZHAO Qun-li,JIAO He-jun (Department of Computer Science & Engineering,Henan Institute of Engineering,Zhengzhou 451191,China);Research of Resource Optimal Configuration for Networked Manufacturing[J];Equipment Manufacturing Technology;2009-10
6 CHEN Wei-dong,LEI-Jun(Yan Shan University,Hebei Qin Huangdao 066004,China);Denoising of the pulse signal based on the second generation wavelet transform[J];Science of Surveying and Mapping;2009-06
7 Liu Changliang1,Sun Xiaojiao1,Liu Zhanying2(1.School of Control Theory and Control Engineering,North China Electric Power University,Baoding 071003,China;2.Xushui Power Supply Co.,Ltd,Xushui 072550,China);Soft-sensing Modeling of Unburned Carbon in Fly Ash Based on SVM for Power Plant[J];Electric Power Science and Engineering;2010-01
8 Zhang Ying (College of Information Engineering, Shanghai Maritime University, Shanghai 200135, China);Improved T-S fuzzy neural network applied in soft sensing of chemical industry[J];Journal of Electronic Measurement and Instrument;2010-06
9 WANG Jian-wei,SONG Zhi-huan(State Key Laboratory of Industrial Control Technology,Institute of Industrial Process Control,Zhejiang University,Hangzhou 310027,China);Neural network online training platform based on embedded system[J];Transducer and Microsystem Technologies;2010-08
10 Tang Jun;Prediction of Landslide by Phase Space Reconstruction[J];Geospatial Information;2011-01
China Proceedings of conference Full-text Database 4 Hits
1 LIU Ying-yu, SHEN Dong-ri,CHEN Yi-jun, LI Rong (College of Information and Engineering, Liaoning University of Petroleum and Chemical Technology, Fushun 113001, China.;Nonlinear Systems Dynamic Modeling Based on Modular Neural Networks[A];[C];2006
2 MAO Shuai XIONG Zhi-hua XU Yong-mao ZHUANG Ai-xia HUANG Hai-long WANG Li-qun 1.Department of Automation,Tsinghua University,Beijing 100084,China 2.China Petroleum & Chemical Corporation,Jinan Branch,Jinan 250101,China;Dynamic Soft-sensor Model of Diesel Oil Solidifying Point on a Crude Distillation Unit[A];[C];2005
3 DU Wen-li, GUAN Zhen-qiang, QIAN Feng (Key Laboratory of Advanced Control and Optimization for Chemical Processes, Ministry of Education, East China University of Science and Technology, Shanghai 200237, China);Dynamic Soft Sensor Modeling Method Based on Time Series Error Compensation[A];[C];2009
4 GUAN Zhen-qiang,DU Wen-li,QIAN Feng (Key Laboratory of Advanced Control and Optimization for Chemical Processes,Ministry of Education, East China University of Science and Technology,Shanghai 200237,China);Dynamic Soft Sensor Modeling Based on Least Square SVM and ARMA[A];[C];2009
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 Liu Hongqin (Department of Chemical Engineering);The Deduction and Evaluation of Some Empirical Equation of Liquid Viscosity[J];;1990-01
2 PAN Li deng ZHU Yu ning (College of Information Science & Technology, Beijing University of Chemical Technology, Beijing 100029, China);The application of multiple neural networks in building software instrument[J];JOURNAL OF BEIJING UNIVERSITY OF CHEMICAL TECHNOLOGY;2001-02
3 Cao Liulin, Yue Hong (Department of Chemical Automation. Weijing Beijing of Chemical Technology, Beijing, 100029);Mathematical Models of Microscopic Quality for Polybutadiene Production[J];;1994-02
4 Wang Hui(Department of Chemical Automation,Beijing University of Chemical Technology,Beijing,100029);Artificial Neural Networks Aided Catalyst Productio[J];JOURNAL OF BEIJING UNIVERSITY OF CHEMICAL TECHNOLOGY;1995-03
5 Cao Liulin1) Jiang Hong1) Chen Hong2)(1)Department of Chemical Automation, Beijing University of Chemical Technology, Beijing,100029;(2)Synthetic Rubber Factory, Yanshan Petrochemical Corporation, Beijing,102503) ;Realization of Estimation of Mooney Viscosity Using Neural Network[J];JOURNAL OF BEIJING UNIVERSITY OF CHEMICAL TECHNOLOGY;1997-04
6 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
7 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
8 ZHANG Da-peng~1,WANG Fu-li~1,HE Jian-yong~2,HE Da-kuo~1(1.School of Information Science & Engineering,Northeastern University,Shenyang 110004,China;2.School of Pharmaceutical Engineering,Shenyang Pharmaceutical University,Shenyang 110016,China.);Modeling and Simulation of Influence of Temperature on Batch Fermentation Process of Nosiheptide[J];JOURNAL OF NORTHEASTERN UNIVERSITY;2006-04
9 YUAN Ping,MAO Zhi-zhong,WANG Fu-li (School of Information Science & Engineering,Northeastern University,Shenyang 110004,China.;Soft Sensor Modeling Based on Hierarchical T-S Fuzzy System[J];JOURNAL OF NORTHEASTERN UNIVERSITY;2006-10
10 LIU Yao-nian, LIU Dai (Northeast China Institute of Electric Power Engineering, Jilin 132012, China);Power system short-term load forecasting based on homotopy method of neural networks[J];Advanced Technology of Electrical Engineering and Energy;2004-03
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved