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《Proceedings of the Csee》 2003-06
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A STUDY OF ALGORITHMS OF TEMPERATURE MEASUREMENT BASED ON DIGITAL IMAGE PROCESSING

LI Han-zhou,PAN Quan,ZHANG Hong-cai,ZHAO Chun-hui,FENG Min (Department of Automatic Control, Northwestern Polytechnical University, Xin 710072, China)  
A technology for measuring temperature based on digital image processing is presented. In order to diminish the error of neural-network calculation during testing the temperature inside a coal-fired furnace, two methods are developed in the paper. One is least squares method and the other is improved neural-network method whose inputs is different from the old neural network method. According to colorimetric temperature-measurement algorithm, the ratios among the three basic colors of CCD camera are used as the inputs of both methods, which could be helpful in reducing the influence of emissivity, soot and flame frequency. The results of experiments on a coal-fired furnace show that both algorithms are more precise than the old neural network method. And the improved neural-network method is more accurate then the least squares method, but the latter is more simple and practical.
【Fund】: 陕西省自然科学基金项目(2001X23)
【CateGory Index】: TP274.4
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【References】
Chinese Journal Full-text Database 10 Hits
1 SUN Yuan1,PENG Xiao-qi1,2,LI Sheng1,TANG Lu1(1.School of Physics Science and Technology,Central South University,Changsha 410083,China;2.Hunan University of Technology,Zhuzhou 412008,China);Research on dynamic range of CCD radiation temperature measurement[J];Transducer and Microsystem Technologies;2008-02
2 SUN Feng-jie1,CUI Wei-xin1,ZHANG Jin-bao2,ZHANG Xu-dong2,XIAO Xue-dong2 (1.Department of Information Engineering,North China Electric Power University,Changping District,Beijing 102206,China;2.Heilongjiang Electric Power Corporation,Harbin 150090,Heilongjiang Province,China);APPLICATION OF REMOTE DIGITAL VIDEO MONITORING AND IMAGE RECOGNITION TECHNOLOGY IN POWER SYSTEM[J];Power System Technology;2005-05
3 Chang Danhua Cheng Lei Zhao Chunhe (Information Science & Engineering College of Yanshan University);Design of colorimetric temperature measurement system based on FPGA[J];Electronic Technology;2008-04
4 LIU Zheng,PENG Xiao-qi,DING Jian,TANG Ying(College of Physics Science & Technology under Central South University,Hunan Changsha,410083,China);A revised colorimetric temperature measurement method based on color CCD[J];Industrial Instrumentation & Automation;2006-03
5 FENG Jie1, CHEN Sheng-jian1, CHEN Dong2 (1. Institute of Computer Science and Technology, North China Electric Power University, Changping District, Beijing 102206, China; 2. DC Construction Branch of SGCC, Xicheng District, Beijing 100088, China);Application of Image Recognition Technique in Monitoring System for Converter Station[J];Power System Technology;2010-02
6 SUN Zhi-yuan1,2,LI Meng-hua3,QIAO Yan-feng1,ZHU Wei1(1.Changchun Institute of Optics,Fine Mechanics and Physics,the Chinese Academy of Science,Changchun 130033,China;2.Graduate School of the Chinese Academy of Sciences,Beijing 100039,China;3.The PLA in the Automobile Group Co.Millitary Deputy Room,Changchun 130022,China);The Application of BP Neural Network on the Temperature Measurement System Based on Colorimetry and Blackbody Demarcation[J];Laser & Infrared;2007-12
7 ZHANG Jia-xian1,JU Yu-tao1,YANG Yu-wang2,ZHENG Ya3 (1.School of Mechanical Engineering,Nanjing Jiangsu 210094,China; 2.School of Computer Science & Technology,Nanjing University of Science & Technology,Nanjing Jiangsu 210094,China; 3.Northwestern Polytechnical University,Xi'an Shanxi 710072,China);Pasty Propellant Flame Temperature Measurement Based on Image Processing[J];Computer Simulation;2009-04
8 ZHANG Xiao-gang, CHEN Hua, ZHANG Jing, LIU Xiao-yan ( College of Electrical and Information Engineering, Hunan University, Changsha Hunan 410082, China; College of Computer and Communication, Hunan University, Changsha Hunan 410082, China);Intelligent predictive control strategy applied to sintering temperature in rotary kiln based on image feedback[J];Control Theory & Applications;2007-06
9 XUE Rui (School of Energy and Power Engineering,Nanjing Institute of Technology,Nanjing 211167,China);Application of Area CCD in Temperature Measurement[J];Journal of Nanjing Institute of Technology(Natural Science Edition);2007-01
10 ZHANG Hao1,WANG Wei1,XU Li-jie1,QIN Huan2,LIU Ming3(1.School of Electrical Engineering,Beijing Jiaotong University,Beijing 100044,China;2.School of Electrical and Electronic Engineering,North China Electric Power University,Beijing 102206,China;3.Baishan Power Supply Corporation,Baishan 134300,China);Application of image recognition technology in electrical equipment on-line monitoring[J];Power System Protection and Control;2010-06
China Proceedings of conference Full-text Database 1 Hits
1 Wang Xiang Xue Shenghu Xu Pengpeng (College of Metrology and Measuring Engineering China Jiliang University Hangzhou 310018 China);The Research for the Digital Displaying and Reading Device of Liquid-in-glass Thermometer[A];[C];2009
【Citations】
Chinese Journal Full-text Database 4 Hits
1 WEI Cheng-ye et al;APPLICATION OF ARTIFICIAL NEURAL NETWORK TO FLAME COLORIMETRIC TEMPERATURE MEASUREMENT METHOD[J];Thermal Power Generation;2001-02
2 Wei Chengye Li Xiaodong Ma Zengyi Xue FeiWang Fei Yan Jianhua Cen Kefa (Zhejiang University);Research of the Numerical Method of the Colorimetric Temperature Measurement Method Used in High Temperature Flame Image Process[J];JOURNAL OF COMBUSTION SCIENCE AND TECHNOLOGY;1998-03
3 WEI Cheng ye, WANG Fei, MA Zeng yi, XUE Fei, HU Gang, LI Xiao dong, YAN Jian hua, CEN Ke fa (Institute for Thermal Power Engineering of Zhejiang University,Hangzhou 310027,China);RESEARCH ON COLORIMETRIC FLAME TEMPERATURE MEASUREMENT USING COLORED CCD[J];Proceedings of the Csee;2000-01
4 KONG Fan rang, LIU Zhi gang, WANG Jian ping, FENG Zhi hua, JIN Hu, ZHANG Ping, LIU Wei lai (Dept. of Precision Machinery and Precision Instrumentation, USTC, Hefei 230026,China);IMAGE PROCESSING APPLYING IN D.C. MOTOR COMMUTATION SPARK IMAGE MONITORING METHOD[J];Proceedings of the Csee;2001-06
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 ZHI Xin-jun, AI Yong (College of Electronic Information, Wuhan University, Wuhan 430079, CHN);Design and Analysis of a Kind of Optical System for Free Space Optical Communication[J];Semiconductor Optoelectronics;2003-03
2 LI Bing-qian(Dept.of Physics,Foshan University, Foshan 528000,CHN);Lumen Efficiency of 1 W-level High Power White LED[J];Semiconductor Optoelectronics;2005-04
3 LI Wen-yu,CHENG Xiang-ai,ZHAO Yi-jun(School of Photo-electric Science and Engineering,National University of Defense Technology,Changsha 410073,CHN);Characteristics of TDI-CCD and Their Improvement[J];Semiconductor Optoelectronics;2005-05
4 CHEN Wen-tao,LIU Yong-gui,CHAO Xiao-li(Dept.of Computer Science and Information Technique,Chongqing Univ.of Technol.and Business,Chongqing 400067,CHN);Color Excursion and Correction of Parallel Color Linear Array CCD Camera[J];Semiconductor Optoelectronics;2006-04
5 PENG Xiu-hua,CHEN Hong-bing,LI Ren-hao,TANG Zun-lie(Chongqing Optoelectronics Research Institute,Chongqing 400060,CHN);Design of 4096×96 Visible TDI CCD Imaging System[J];Semiconductor Optoelectronics;2006-05
6 QI Lin,LI Feng-ling,QIAO Jian-she(Chongqing Optoelectronics Research Institute,Chonging 400060,CHN);Design of a Special CCD Camera[J];Semiconductor Optoelectronics;2006-05
7 LIU Chang-ju1,2,DAI Ji-zhi1,LONG Zai-chuan2,WANG Yong1,2,LI Ying-hui2(1.School of Optoelectronic Information,University of Electronic Science & Technology of China,Chengdu 610054,CHN;2.Chongqing Optoelectronic Research Institute,Chongqing 400060,CHN);Remote CCD Image Gathering System Based on Embedded Linux and S3C2410[J];Semiconductor Optoelectronics;2006-06
8 HUANG Mei-ling,ZHANG Bo-heng,BIAN Chuan-ping,LI Lu-yao(Xi'an Institute of Optics and Precision Mechanics,Chinese Academy of Sciences,Xi'an 710068,CHN);TDI CCD Drivers with Simultaneously Tunable Integration Time and Series[J];Semiconductor Optoelectronics;2008-01
9 FAN Li-min,SUN Peng-zi,WANG Gui-he (School of Mechanical Engineering,Eastern Liaodong University,Dandong 118001,China);Application of CCD to Auto Regulating System[J];Journal of Beijing Institute of Clothing Technology(Natural Science Edition);2009-01
10 CHEN Dong-sheng, CHEN Chong, LI Shang-zheng (1. Institute of Machinery Manufacturing Technology, China Academe of Engineering Physics, Mianyang 621900, China; 2. Dept. of Traffic Engineering, Sichuan Institute of Science and Technology, Chengdu 610039, China);On-Line Monitor of the Temperature Field for Revolving Curved Surface in Non-Same Temperature[J];Ordnace Industry Automation;2002-06
China Proceedings of conference Full-text Database 10 Hits
1 Tian Qichuan College of Electronic and Information Engineering Taiyuan University of Science & Technology.Taiyuan,Shanxi 030024 China;Temperature Measuring Based on Image Processing[A];[C];2005
2 Jing Yazhou,Liu Guangrong (Optical-electronic School,Beijing Institute of Technology,Beijing 100081);Design on Voltage Transformation Circuit of Sequential Signal for EMBCCD[A];[C];2009
3 SONG Chan ZHU Peng XIN Qin (Electronic Science and Engineering Academy,National University of Defense Technology,Changsha 410073,China);Circuit Design of Luminous Intensity Distribution Survey Based on Linear CCD[A];[C];2007
4 ZHANG Ying-hong (Department of Mechanical & Electrical and Traffic Engineering, Guilin Institute of Electronic technology, Guilin 541004, China);An application of line-structured laser in SOP chip pins' inspection[A];[C];2005
5 REN Zhong ,LIU Guodong,HUANG zhen, ZENG lvming, YANG fan (Key Lab of Optic-electronic &Communication ,Jiangxi science &technology normal college JiangXi Nan Chang, 33003, China);Realization of linear CCD intensity detector Based on LabVIEW[A];[C];2008
6 Song Aiqun Huang Yuanqing(Dept.of Mechanical and Electrical Engineering,Xiamen University,Fujian Xiamen,361005,China);Application Technology and Development trend of CCD Image sensor[A];[C];2007
7 GONG Zhao-gang CAO Na FAN Ling-jing (Shanghai Bright Electronic Systems Co.,Ltd.,Shanghai 200135,China);Theory of Parameters" Design for LED Changing Message Sign[A];[C];2008
8 Zhao Pingqiang Xu Kebao (College of Mechanic and Electronic Engineering, Shandong University of Science and Technology, Qingdao 266510);Study on Measuring Density of Emulsion Based on Optics Total Reflection Method[A];[C];2008
9 Zhu Bin 1,2 Liao Haiyang1,2 Hou Changjun 2,3 Lv Jianbo1,2 (1 Key Laboratory of Opto-electronic Technology and Systems of the Education Ministry ChongqingUninversity,chongqing,400044; 2 Microsystem Research Center, Colledge of Opto-Electronic Engineering, Chongqing University,Chongqing 400044; 3 College of Chemistry and Chemical Engineering, Chongqing University, Chongqing 400044);Micro Toxic Gas Detecting Instrument Based on Tricolor[A];[C];2008
10 Cai Huaiyu Fang Lei Huang Zhanhua Xu Shanyue (Key Laboratory of Optoelectronic Information Technology Science, EMC. College of Precision Instrument and Optoelectronics Engineering, Tianjin University, Tianjin 300072, China);Study on an Automatic Interpretation Algorithm for the Scale Based on the Spectrum Filtering and Fitting[A];[C];2008
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 Zhou Guofa,Huang Xiao,Hu Chenzhang(School of Environmental Science & Engineering,Nanchang University,Nanchang 330031,China);INFLUENCE OF THE POLYMER VISCOELASTIC PROPERTY PARAMETERS ON THE EXTRUSION DIE SWELL[J];Engineering Plastics Application;2008-05
2 JIANG Xue-dong,WEI Sui (Educational Department Key Laboratory of Intelligent Computing & Signal Processing,Anhui University, Hefei 230039,China);Three-colour measurement of furnace's flame temperature field distribution based on colour CCD[J];Journal of Anhui University(Natural Sciences);2002-02
3 GE Chuan-Li(The Cormputer Information & Engineering Department,Anui University,Hefei230039,China.);Farnace outfiring protection of heat power station and flame detector[J];Journal of Anhui University(Natural Sciences);2003-01
4 CHEN Hui-min,LI Ping,ZHANG Ying-wen,SUN Jian-qiang,LI Kun(School of Mechatronics Engineering,Beijing Institute of Technology,Beijing 100081,CHN);Current Developments of CMOS Image Sensors[J];Semiconductor Optoelectronics;2006-06
5 SHANG Yu-quan ZENG Yun TENG Tao GAO Yun (Institute of Microelectronics, Hunan University, Changsha, 410082 China);CMOS image sensor and its research[J];Semiconductor Technology;2004-08
6 FU Qiang-wen, ZHANG Ying-ming, LI Yu-gang (Dept. of Auto-Control, North Western Polytechnical University, Xi'an 710072, Cnina);Making Interface of Virtual Instruments in VC[J];Ordnance Industry Automation;2004-04
7 ZHOU Chao1,ZHENG Ya1,ZHANG Jia-xian1,FAN Hong-jie2(1.School of Mechanical Engineering,Nanjing University of Science and Technology,Nanjing 210094,Jiangsu,China;2.Xi'an Modern Chemistry Research Institute,Xi'an 710065,Shaanxi,China);Analysis of Stress Relaxation Spectrum of Pasty Propellant[J];Acta Armamentarii;2008-05
8 WANG Hui-Ming,SHI Ping(Information Engineering School,Communication University of China,Beijing 100024,China);Methods to Extract Images Texture Features[J];Journal of Communication University of China(Science and Technology);2006-01
9 Fu Huimin Gao Zhentong (Dept. of Flight Vehicle Design and Applied Mech.);METHODS OF SUPREMUM OF POPULATION STANDARD DEVIATION AND VARIATION COEFFICIENT[J];Journal of Beijing University of Aeronautics and Astronautics;1991-04
10 MAO Shi yi ZHAO Wei (Beijing University of Aeronautics and Astronautics, Dept. of Electronic Engineering);Comments on Multisensor Image Fusion Techniques[J];Journal of Beijing University of Aeronautics and Astronautics;2002-05
【Secondary References】
Chinese Journal Full-text Database 10 Hits
1 WANG Peng,ZHENG Guang-yu,SONG Kai-liang(No.302 Staff Room,the Second Artillery Engineering College,Xi’an 710025,China);A New Algorithm for Signal Lamp Recognition Based on Image Recognition Technology[J];Ordnance Industry Automation;2009-03
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 Zhang Jinfeng (Chongqing University);Overview of Application and Research of Pattern Recognition in Remote Video Monitoring System of Substation[J];Electrotechnical Application;2007-12
4 WANG Yong~(1),LI Tie-ling~(2),JIA Yan-peng~(3)(1.Jinlin Electric Power Co.,Ltd Erdaojiang Power Generation,Tonghua 134003,China; 2.Beijing Power Transmission & Transformation Corporation,Beijing 102401,China;3.Star Communication Network Technology Co.,Ltd.,Beijing 100022,China);Processing of near-infrared thermal image based on image fusion technique[J];Telecommunications for Electric Power System;2007-01
5 SUN Feng-jie,WANG He,FAN Jie-qing(School of Electric and Electronic Engineering,North China Electric Power University,Beijing 102206,China);Study on image threshold segmentation based on genetic algorithm[J];Telecommunications for Electric Power System;2008-11
6 HUANG Min,LE Jian-hao,WANG Zhi-yi(Information Center,Wuxi Power Supply Company,Wuxi 214061,China);Design and implementation of remote video surveillance system for 220 kV substations[J];Electric Power Automation Equipment;2005-11
7 XU Zhiniu,Lü Fangcheng,LI Yanqing,LI Heming (North China Electric Power University,Baoding 071003,China);ICA-based frequency measurement of power system signal with noise[J];Electric Power Automation Equipment;2008-08
8 LUO Wei-hua,SUN Yun-lian(School of Electric Engineering,Wuhan University,Wuhan 430072,Hubei Province,China);Application of Independent Component Analysis in Monitoring and Analysis of Power Quality[J];Power System Technology;2006-15
9 SONG Hai-hua,HAN Jun,SHAO Zhi-yi(School of Communication and Information Engineering,Shanghai University,Zhabei District,Shanghai 200072,China);Application and Realization of Power Line Panorama Based on the Geographic Information[J];Power System Technology;2008-07
10 LI Ran(School of Electronic and Communication Engineering,North China Electric Power University,Baoding 071003,Hebei Province,China);Research and Realization of Convergence Between Infrared Temperature Measurement Technology and Video Surveillance System of Substation[J];Power System Technology;2008-14
China Proceedings of conference Full-text Database 5 Hits
1 Fan Jieqing,Sun Fengjie,Li Baoru (Department of Electrics and Electronic Institute,North China Electric Power University,Beijing 102206);The Application of OCR Technology in High-voltage Circuit Breaker Switch Image Recognition Area[A];[C];2009
2 Chen Qiang1, Chen Rongbao1, Zhu Yongjun2(1 Hefei University of Technology. Hefei,230009,China;2 Huaibei Guoan Electric Power Ltd, Huaibei, 235106, China);Detecting flame roundness in utility boilers[A];[C];2007
3 Li Lei~1 Chen Pengnian~2 (1 Mechanical and Electrical College China Jiliang University Hangzhou 310018 China; 2 Automatic institute,China Jiliang University,Hangzhou 310018 China);Infrared temperature measurement compensator design on genetic neural network[A];[C];2008
4 Zhang Li,Gao Xian-wen College of Information Science and Engineering,Northeastern University,Shenyang 110004;Survey on Rotary Kiln Process Control[A];[C];2009
5 Yang Zhenhuan,Sun Fengjie,Fan Jieqing (School of Electric and Electronic Engineering,North China Electic Power University,Beijing 102206,China);Image Fuzzy Enhancement Algorithm Based on PSO and Two-dimensional OTSU[A];[C];2010
【Secondary Citations】
Chinese Journal Full-text Database 7 Hits
1 Xu Kefu (Nanjing Automation Research Institute);THE STUDIES ON APPLYING DIGITAL IMAGE PROCESSING TO COMBUSTION MONITORING IN BOILER OF POWER PLANTS[J];AUTOMATION OF ELECTRIC POWER SYSTEMS;1995-04
2 Zhou Huai-chun (Huazhong University of Science & Technology), Han Cai-yuan;Experimental Study on Diagnosis Pulverized Coal Combustion by Flame Monitoring[J];Power Engineering;1993-04
3 Zhao Wangchu (Water-Resources & Electric pozoer Information Research Institute of Ministry of Energy Resources);Some Methods Used for the Determination of Unburned Carbon in Foreign Utility Boilers[J];Journal of Engineering for Thermal Energy and Power;1992-06
4 Wang Fei,Xue Fei,Ma Zengyi,et al (Zhejiang University);An Experimental Study of Flame Temperature Field Measurement By the Use of a Colored CCD Camera and Its Error Analysis[J];JOURNAL OF ENGINEERING FOR THERMAL ENERGY AND POWER;1998-02
5 WEI Cheng ye, WANG Fei, MA Zeng yi, XUE Fei, HU Gang, LI Xiao dong, YAN Jian hua, CEN Ke fa (Institute for Thermal Power Engineering of Zhejiang University,Hangzhou 310027,China);RESEARCH ON COLORIMETRIC FLAME TEMPERATURE MEASUREMENT USING COLORED CCD[J];Proceedings of the Csee;2000-01
6 Zhou Huaichun; Lou Xinsheng; Xiao Jiaofang; Yin Heling(Nail. Coal Combs. Lab.,Huazhoug Uniy. of Set. & Tech. Wuhan 430074 China)Deng Yuankai; Gu Yizhi; Xu Fangling; Sun Guojun(Gansu Province Electric Power Testing and Research Institute Lanzhou 710050 Chi;Experimental Study on Image Processing of Flame Temperature Distribution in a Pilot-scale Furnace[J];CHINESE SOCIETY FOR ELECTRICAL ENGINEERING;1995-05
7 Xue Fei\ Li Xiaodong\ Ni Mingjiang\ Yan Jianhua Zhejiang University,Hangzhou\ 310027\ China;RESEARCH ON TEMPERATURE FIELD MEASURING FOR COMBUSTION FLANCE BASED ON PLANE SURFACE ARRAY CCD[J];Proceedings of the Csee;1999-01
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