Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Industrial Instrumentation & Automation》 2012-04
Add to Favorite Get Latest Update

Study on prediction of atmosphere pollution concentration based on artificial neural network

GUO Qingchun1,3,4,HE Zhenfang2,4,LI Li3(1.Shaanxi Radio & TV University,Xi'an 710068,China;2.Cold and Arid Regions Environmental and Engineering Research Institute,Chinese Academy of Sciences,Lanzhou 730000,China;3.State Key Laboratory of Loess and Quaternary Geology,Institute of Earth Environment Research,Chinese Academy of Sciences,Xi'an 710075,China;4.Graduate School,Chinese Academy of Sciences,Beijing 100049,China)  
The BP neural network forecast method is introduced in air pollution prediction and the nonlinear time serial neural network prediction model for air pollution index in Bao'ji is established.The research results show the model has high accuracy and good adaptability,and it can be applied directly to forecast the air pollution index in Bao'ji.
【Fund】: 国家重点基础研究发展计划(973计划)项目(2004CB720208);; 国家自然科学基金项目(41075067);国家自然科学基金项目(40825008);; 2011年度陕西省高等继续教育教学改革研究重点项目(11J40);; 全国教育科学“十二五”规划单位资助课题(FJB110131);; 2011年度陕西广播电视大学课题(SB11-A06);; 陕西省教科所2010年度规划课题(SGH0902303)
【CateGory Index】: X831;TP183
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 10 Hits
1 YU A-long~(1,2),HUANG Wei-yi~1 (1.Department of Instrument Science and Engineering,Southeast University,Jiangsu Nanjing 210096,China; 2.Department of Physics,Huaiyin Teachers College,Jiangsu Huaian 223001,China);Numeral eddy current sensor model building based on artificial neural network[J];Industrial Instrumentation & Automation;2004-06
2 WU Jing1,LIU Shi-kao2,DENG Kun1(1.Missile Institute under Air Force Engineering University,Shaanxi Sanyuan 713800,China;2.Equipment Institute of Land-based Air Defence,Beijing 100076,China);A fault diagnosis method based on an improved BP neural network[J];Industrial Instrumentation & Automation;2007-03
3 LIU Qing-hua1,2,ZHANG Wei-gong1,LI Zhong-guo1,GONG Zong-yang1(1.Instrument Sci & Eng Dept of Southeast University,Jiangsu Nanjing 210096,China;2.Mech-Eng College under Yangzhou University,Jiangsu Yangzhou 225009,China);The application of an improved BP neutral network to the motion path measurement of an automobile gear shifting manipulator[J];Industrial Instrumentation & Automation;2007-04
4 TANG Decui(Automation Department,Guangdong Polytechnic Normal University,Guangzhou 510635,China);Research on soft measurement model of paper bleaching processbased on improved BP neural network[J];Industrial Instrumentation & Automation;2009-03
5 ZHANG Yongqiang,XIAO Jun,FU Qiufeng(School of Control and Information Engineering,Liaoning Shihua University,Liaoning Fushun 113001,China);An applied reaserch of heating meter and intelligent temperature control based on ARM[J];Industrial Instrumentation & Automation;2010-01
6 HU Bo,TAO Wenhua,CUI Bo,LIU Shuting(School of Information & Control Engineering,Liaoning Shihua University,Liaoning Fushun 113001,China);The application of the improved wavelet neural network in asynchronous motors fault diagnosis[J];Industrial Instrumentation & Automation;2010-01
7 HAO Xiaohong,FANG Shanxin,CHEN Wei(College of Electrical and Information Engineering,Lanzhou University of Technology,Lanzhou 730050,China);Research and emulation of control strategies of dynamic voltage restorer[J];Industrial Instrumentation & Automation;2010-05
8 DENG Xiaoyan1,TANG Decui1,2,ZHU Xuefeng1,HUANG Daoping1,ZOU Zhenyu3,LI Zhanfeng3,LUO Yongheng3(1.Institute of Automation Science and Engineer,South China University of Technology,Guangzhou,510641,China;2.Institute of Automation,Guangdong Polytechnic Normal University,Guangzhou 510635,China;3.Shakou Waterworks,Foshan Water Group Company,Guangdong Foshan 528000,China);Research on modeling of the coagulant dosing process of water plant based on BP neural network and mechanism method[J];Industrial Instrumentation & Automation;2010-06
9 YANG Qing1,2,SONG Yingjun1 (1.School of Information Science and Engineering,Shenyang Ligong University,Shenyang 110159,China;2.College of Optoelectronic Engineering,Changchun University of Science and Technology,Jilin Changchun 130022,China);Fault diagnosis of three-tank system based on lifting wavelet and PNN[J];Industrial Instrumentation & Automation;2011-02
10 LI Jing1 LI Jun-Min1 CHEN Wei-Sheng1 1.School of Science,Xidian University,Xi an 710071;Adaptive Neural Network Output-feedback Stabilization for a Class of Stochastic Nonlinear Strict-feedback Systems[J];Acta Automatica Sinica;2010-03
Chinese Journal Full-text Database 10 Hits
1 WANG Fei,ZHANG Tian-ping,SHI Xiao-cheng Department of Automation,College of Information Engineering,Yangzhou University,Yangzhou 225127,China;Adaptive control for stochastic nonlinear systems based on the integral-type Lyapunov function[J];Journal of University of Science and Technology Beijing;2012-01
2 LIU Niu1,ZHOU Lidan1,YAO Gang1,LI Lixue2,ZHENG Yihui2,WANG Yanhua3(1.Key Laboratory of Control of Power Transmission and Conversion,Ministry of Education,Department of Electrical Engineering,Shanghai Jiao Tong University,Shanghai 200240,China; 2.Center of Electrical & Electronic Technology,Shanghai Jiao Tong University, Shanghai 200240,China;3.Siping Power Supply Company, Jilin Electric Power Co.,Ltd.,Siping 136000,China);Dynamic voltage restorer based on robust H_∞ controller[J];Electric Power Automation Equipment;2012-01
3 Zhang Yunqiang Zhang Peilin Wang Guode(The First Department of Ordnance Engineering College,Shijiazhuang 050003,China);Single-channel segmentation for debris images based on background color and PCNN[J];Journal of Electronic Measurement and Instrument;2012-04
4 NI Xiao-gang1,CAO Fei1,SONG Hong-jun2(1.101 Section,The Second Artillery Engineering University,Xi'an 710025,China; 2.Department of Basic Computer Teaching,The Second Artillery NCO School,Qingzhou 262500,China);Research on quality evaluation based on improved AHP algorithm for certain weaponc[J];Electronic Design Engineering;2011-14
5 HUANG Le,NIE Yi-xiong(Guangdong University of Technology School of Automation,Guangzhou 510006,China);Review and Research on Dynamic Voltage Restorer[J];Journal of Huizhou University(Natural Science Edition);2012-03
6 CAI Jianxian1, AO Dun21.Department of Disaster Prevention Instrument, Institute of Disaster Prevention, Sanhe, Hebei 065201, China 2.School of Electronic Information and Control Engineering, Beijing University of Technology, Beijing 100124, China;Fuzzy adaptive applied on robot walk-balancing control[J];Computer Engineering and Applications;2012-13
7 ZHU Ming-yue1,LI Xiao-shen2;Research on fault diagnosis of engines based on probabilistic neural networks[J];Manufacturing Automation;2012-09
8 ZHAO Ya-ling(Shanxi Energy Institute,Xianyang 712000,China);Research Method to Build Modeling of Mine Fan Monitoring System Based on Neural Network[J];Coal Mine Machinery;2009-12
9 FU Xiang-Hua1 LI Jian-Qiang1 WANG Zhi-Qiang1 DU Wen-Feng1 1.College of Computer Science and Software Engineering,Shenzhen University,Shenzhen 518060;Semi-supervised Manifold-ranking-based Image Retrieval with Low-rank Nystrm Approximation[J];Acta Automatica Sinica;2011-07
10 JU Ming1 LI Cheng1 GAO Shan1 MU Ju-Guo2 BI Du-Yan1 1.Engineering College,Air Force Engineering University,Xi an 710038 2.Military Representative Bureau,Chinese Air Force in Xi an,Xi an 710077;Non-uniform-lighting Image Enhancement Based on Centripetal-autowave Intersecting Cortical Model[J];Acta Automatica Sinica;2011-07
Chinese Journal Full-text Database 10 Hits
1 ZHOU Jian, CHENG Hao P* P, WANG Li-yuan (Research Center for Tea Germplasm and Improvement, Tea Research Institute, Chinese Academy of Agriculture Science, Hangzhou 310008, China);Recent Advance on the Application of Near-infrared Spectroscopy in Tea[J];Journal of Tea Science;2008-04
2 CHANG Wen-Yuan 1,2 DAI Xin-Gang 1,2 CHEN Hong-Wu 3 1 Department of Atmospheric Science, Lanzhou University, Lanzhou 730000, China 2 State Key Laboratory of Numerical modeling for Atmospheric Sciences and Geophysical Fluid Dynamics,LASG, Chinese Academy of Sciences, Beijing 100029, China 3 Meteorological Bureau of Xinjiang,rümqi 830000, China;A CASE STUDY OF GEOESTATISTICAL INTERPOLATION TO METEOROLOGICAL FIELDS[J];Chinese Journal of Geophysics;2004-06
3 WANG Zi-Fa~(1),XIE Fu-Ying~(1,4),WANG Xi-Quan~(1),AN Jun-Ling~(2),and ZHU Jiang~(3)1 Nansen-Zhu International Research Center,Institute of Atmospheric Physics,Chinese Academy of Sciences,Beijing 1000292 The State Key Laboratory of Atmospheric Boundary Layer Physics and Atmospheric Chemistry,Institute of Atmospheric Physics,Chinese Academy of Sciences,Beijing 1000293 International Center for Climate and Environment Science,Institute of Atmospheric Physics,Chinese Academy of Sciences,Beijing 1000294 Graduate University of the Chinese Academy of Sciences,Beijing 100049;Development and Application of Nested Air Quality Prediction Modeling System[J];Chinese Journal of Atmospheric Sciences;2006-05
4 LI Guang-qiang,LI Jing-jing,DENG Min (School of Info-physics and Geomatics Engineering,Central South University,Changsha410083,China);Mining Method of Association Rule between Air Quality and Meteorological Factors[J];Environmental Science & Technology;2008-12
5 QU Dan LIU Miao Lian Xiufeng(Changchun City Environmental Monitoring Center Station,Changchun 130021,China);The Research and Development of Air Quality Forecast in Changchun City[J];Journal of Guangdong Polytechnic Normal University;2007-12
6 XIANG Xian-yi, WEN Zhi-yuKey Laboratory of Optoelectronic Technology and System of the Education Ministry of China, Chongqing 400044, ChinaMicro-system Research Center of Chongqing University, Chongqing 400044, China;Design of Flat Field Holographic Concave Grating for Near-Infrared Spectrophotometer[J];Spectroscopy and Spectral Analysis;2008-07
7 HOU Zhuo-cheng,YANG Ning,LI Jun-ying,XU Gui-yunCollege of Animal Science and Technology,China Agricultural University,Beijing 100094,China;Egg Quality Prediction by Using Fourier Transform Near Infrared Reflectance Spectroscopy (FT-NIR)[J];Spectroscopy and Spectral Analysis;2009-08
8 SU Qian1,WU Wen-jin1,WANG Hong-wu2,WANG Ku1,AN Dong11.College of Information and Electrical Engineering,China Agricultural University,Beijing 100083,China2.National Maize Improvement Center of China,China Agricultural University,Beijing 100094,China;Fast Discrimination of Varieties of Corn Based on Near Infrared Spectra and Biomimetic Pattern Recognition[J];Spectroscopy and Spectral Analysis;2009-09
9 MA Dong-hong1,WANG Xi-chang1,LIU Li-ping2,LIU Yuan11.College of Food Science and Technology,Shanghai Ocean University,Shanghai201306,China2.College of Fisheries and Life Science,Shanghai Ocean University,Shanghai201306,China;Current Progress in Food Geographical Origin Traceability by Near Infrared Spectroscopy Technology[J];Spectroscopy and Spectral Analysis;2011-04
10 Chen Cong1,2 Lu Qipeng1 Peng Zhongqi1(1State Key Laboratory of Applied Optics,Changchun Institute of Optics,Fine Mechanics and Physics, Chinese Academy of Sciences,Changchun,Jilin 130033,China 2Graduate University of Chinese Academy of Sciences,Beijing 100049,China);Preprocessing Methods of Near-Infrared Spectrum Based on NLMS Adaptive Filtering[J];Acta Optica Sinica;2012-05
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 MO Jian dong\+1, XU Zhang sui\+2, MI Dong\+3 (1. Postgraduate Team, Ordnance Engineering College; 2. Teaching and Research Section of Electric Technology, Ordnance Engineering College; 3. Training Department, Ordnance Engineering College, Shijiazhuan;Using Probabilistic Neural Network to Diagnose the Fault of Self-propelled Gun Engine[J];JOURNAL OF TEST AND MEASUREMENT TECHNOLOGY;2000-01
2 Li Donghui Zhou Weiwei (Tianjin University Tianjin 300072 China);Research on Sensor Fault Diagnosis Based on Wavelet Neural Networks[J];Transactions of China Electrotechnical Society;2005-05
3 Zhuang Zhemin (Shantou University);Nonlinearity Estimation of Thermal Couple Model[J];TRANSACTIONS OF CHINA ELECTROTECHNICAL SOCIETY;1998-03
4 Peng Wangcheng (Hunan University);Speed Estimation of Induction Motor Based on Fuzzy Neural Network[J];Electrotechnical Journal;2005-09
5 Mao Liuping (Hunan University);Simulation Research on Electronic Throttle Control Based on Fuzzy Gaussian Basis Function Neural Networks[J];Electrotechnical Application;2006-11
6 Yang Chao, Han Yingduo, Ma Weixin (Tsinghua University, Beijing 100084, China);CONTROL METHOD OF SINGLE PHASE SERIES VOLTAGE QUALITY COMPENSATOR[J];Automation of Electric Power Systems;2002-15
7 LIN Hai-xue (Electric Power Research Institute China, Beijing 100085, China);MAIN PROBLEMS OF MODERN POWER QUALITY[J];Power System Technology;2001-10
8 HUANG Han 1, YANG Chao 1, HAN Ying duo 1, MA Wei xin 1, GAO Qiang 2, MENG Ling bin 2, JIANG Guo yi 2, XU Li xin 2 (1.Tsinghua University, Beijing 100084, China; 2.Chifeng Electric Power Bureau, Chifeng 024001,Inner Mongolia Autonomous Regi;STUDY ON CONTROL STRATEGY OF DYNAMIC VOLTAGE RESTORER FOR DISTRIBUTION NETWORK[J];Power System Technology;2002-01
9 Liu Qing① Ma Yi-de② ① (School of Physics and Information Science and Technology, Tianshui Normal University, Tianshui 741001, China) ②(School of Information Science & Engineering, Lanzhou University, Lanzhou 730000, China);A New Algorithm for Noise Reducing of Image Based on PCNN Time Matrix[J];Journal of Electronics & Information Technology;2008-08
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved