Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Die & Mould Industry》 2012-01
Add to Favorite Get Latest Update

Application of fuzzy neural network in intelligent multiple defects diagnosis for injection molding

CHEN Chen 1,WANG Hong-ji 1,XU Ying-qiang1,ZHOU Jie-kui1,ZHOU Yi2(1.School of Material Science and Engineering,Hefei University of Technology,Hefei 230009,China;2.Anhui ECHOM Science &Technology Co.LTD,Hefei 230601,China)  
In view of the ambiguity and uncertainty in solving the cause of injection molding,a method combining fuzzy theory and neural network for judging and determining the cause was proposed,which is because of the advantages of neural network in obtaining the non-linear mapping relationship between multidimensional eigenvector and output vector,and the strong ability of fuzzy technology in dealing with imprecise information.The whole process of the diagnosis was presented in detail.Based on the above theory and application platform of Visual Prolog,an intelligent system for the multiple defects diagnosis in injection molding was developed,and an application example was given.
【Fund】: 国家科技型中小企业技术创新基金(11C26213401942)
【CateGory Index】: TQ320.662
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 5 Hits
1 CHENG Jin,TAN Jian-rong,JIN Li-li (State Key Lab of Fluid Power Transmission & Control,Zhejiang University,Hangzhou 310027,China);Multi-objective intelligent optimization of injection molding parameters based on BP-NSGA[J];Computer Integrated Manufacturing Systems;2009-10
2 CHEN Xiao-ping1,HU Shu-gen2(1.School of Traffic and Transportation,Ningbo University of Technology,Ningbo,Zhejiang 315016,China;2.School of Mechanical and Energy Engineering,Zhejiang University,Hangzhou,Zhejiang 310027,China);Application of neural network and orthogonal experiment method in optimization of injection process parameters[J];Die & Mould Industry;2007-07
3 WANG Wei,XIA Wei,LIAO Xiao-ping(School of Mechanical Engineering,Guangxi University,Nanning,Guangxi 530004,China);Research on BP neural network intelligent control of injection moulding product quality[J];Die & Mould Industry;2008-02
4 HUANG Zong-nan1,HE Lan-lan1,HUANG Fu-shun2,WANG Qi1,LI Chun-ping2(1.School of Mechatronics Engineering and Automation,Shanghai University,Shanghai 200072,China;2.Shanghai Fujitech Plastic Co.,Ltd,Shanghai 200040,China);Efficiency optimization of injection molding process parameters based on neural network and variants of canonical genetic algorithms[J];Die & Mould Industry;2010-01
5 ZHENG Sheng rong,XIN Yong,YANG Guo tai,HE Cheng hong (Mechanical and Electronic Eng College,Nanchang University,Nanchang 330029,China);Application of Artificial Neural Network in Prediction of Injection Parameters[J];China Plastics Industry;2003-10
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 Kang Cunfeng,Liu Xin,Ma Chunmin,Huang Xudong(College of Mechanical Engineering and Applied Electronics Technology,Beijing University of Technology,Beijing 100124,China);RESEARCH ON MOULD CLOSNG AND LOCKNG FORCE CONTROL OF ELECTRC NJECTON MOLDNG MACHNE[J];Engineering Plastics Application;2009-01
2 Guan Zhijie,Lu Jun (College of Mechanical & Electrical Engineering,Shaanxi University of Science & Technology,Xi'an 710021,China);OPTIMIZATION DESIGN OF TECHNOLOGICAL PARAMETERS FOR SURFACE QUALITY OF INJECTION MOLDING PRODUCT BASED ON MOLDFLOW AND ORTHOGONAL EXPERIMENT[J];Engineering Plastics Application;2010-08
3 SHAN Jing-fu JI You-liang (School of Ocean and Earth Science of Tongji University,Shanghai 200092,China);STUDY ON THE HETEROGENEITY OF RESERVOIR—WITH PI1-PI4 LAYER AT THE PUTAOHUA OIL SET AS AN EXAMPLE[J];Geology of Anhui;2006-02
4 TIAN Li,CAO An-zhao(The Dept. of Elec. Engn. , Anhui University of Technology and Science, Wuhu 241000, China);Prediction of electric power consumption in primary industry using ANFIS[J];Journal of Anhui University of Technology and Science;2004-04
5 TIAN Li,ZHANG Yu-cheng,CHEN Jun,WANG Jun(Dept.of Elec.Engn.,Anhui University of Science and Technology,Wuhu,241000 China);The application of adaptive network-based fuzzy inference system based on the gray theory in economy forecasting[J];Journal of Anhui University of Technology and Science(Natural Science);2006-02
6 GAO Hong,HOU Da-yin,LI Ze-ying,WANG Jun(1.Dept.of Mech.Engn.,Anhui University of Technology and Science,Wuhu 241000,China; 2.Dept.of Elec.Engn.,Anhui University of Technology and Science,Wuhu 241000,China;3.Dept.of Text.Engn.,Anhui University of Technology and Science,Wuhu 241000, China);Research and application of RBF neural network in fabric style[J];Journal of Anhui University of Technology and Science(Natural Science);2006-03
7 HU Yue, ZHANG Su-Zhan, YU Jie-Kai, LIU Jian, ZHENG Shu, HU XunCancer Institute, The Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang, 310009, P.R.China;Diagnostic Application of Serum Protein Pattern and Artificial Neural Network Software in Breast Cancer[J];Chinese Journal of Cancer;2005-01
8 MA Xue-dong,YU Xiao-guang,LI Ling-ling(School of Mechanical Engineering,University of Science and Technology Liaoning,Anshan 114051,China);Prediction of BP network for temperature of BOF shell with Hi-Vap cooling[J];Journal of Anshan University of Science and Technology;2006-05
9 Yu Huan,Lin Bo(Nanchang University,Nanchang 330032,China);The Application Of Remote Sensing Technology in Monitoring of Water Quality for Inland Lake[J];Environmental Science and Management;2007-07
10 Zhang Zhiyong\ Zhu Xi (College of Civil Engineering and Architecture, Northern Jiaotong University,Beijing 100044);A Study of ANN Based Seismic Response Recognising System for Pile Foundation Bridge Pier[J];JOURNAL OF NORTHERN JIAOTONG UNIVERSITY;1999-06
China Proceedings of conference Full-text Database 9 Hits
1 Li Da-jun, Cheng Peng-gen,Liu Bo (1.Geosciences and Geomatics University of East China Institute of Technology, Fuzhou 344000, China);Study on RBF network model used for GPS height conversion[A];[C];2007
2 XIN Wen-peng GONG Shi-yu (School of Information System & Management,National University of Defense Technology,Changsha 410073);Optimization of Equipment Maintenance Resources Allocation Based on DEA and ANN[A];[C];2007
3 Chen Gang, Zhang Yong, Wang Rui, Yang Si-qian (School of Matenals Science and Engineering. Northwestern Polytechnical University. Xi'an 710072, China);Research on Fuzzy neural network Control of Inverter Spot-Welding Power Supply Based on BP Arithmetic[A];[C];2006
4 ZHANG Xiao-jing,LI Chang-you,LI Wei-ping,SHI Xiao-hong (College of Water Conservancy and Civil Engineering Inner Mongolia Agricultural University,Huhhot 010018,China );Water Quality Model in the Lake of Wuliangsuhai Based on BP Neural Network[A];[C];2009
5 Feng Xiangdong,Zheng Tiezhu 1.The Engineering &technical College of Chengdu University of Technology,Sichuan Leshan,P.R.China,6140072.The School of Mathematics and Statistics of Yunnan University,Yunnan Kunming,P.R.China,650091;Application of BP Neural Networks for Moving Target Detection under Complicated Background[A];[C];2011
6 PAN Bin~①CHEN Jianping~①LI Xiaoru~②(①College of Construction Engineering,Jilin University,Changchun 130026 )(②Tianjin Institute of Geological Survey,Tianjin 300191);APPLICATION OF A IMPROVED BP NEURAL NETWORK IN ANALYSIS OF ROCK SLOPE STABILITY[A];[C];2008
7 Wu Min,Xu Chenhua School of Information Science and Engineering,Central South University,Changsha 410083,P.R.China;A Neural Network Method for Quantity-quality Prediction in Lead-zinc Sintering Process[A];[C];2007
8 YANG Yang CHEN Zong-hai ZHANG Hai-tao (Department of Automation,University of Science and Technology of China,Hefei,230027);Summarize of Intellectualized Front End of Complicated System's Simulation[A];[C];2003
9 Zhang Youchun,Wang Ping,Zhang Gongyong School of Electrical and Information Engineering,Xihua University,Chengdu 610039,P.R.China;An Information Fusion Approach and Its Application Based on D-S Evidence Theory and Neural Network[A];[C];2008
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 Zheng Zhanming, Liu Chuntai, Shen Changyu ( NERC of Mold & Die, Zhengzhou University, Zhengzhou 450002, China);OPTIMIZATION OF INJECTION VELOCITY IN INJECTION MOLDING USING GENETIC ALGORITHM[J];Engineering Plastics Application;2002-07
2 Fang Zhenyong You Wenhu Feng Rupeng(School of Astronautics,Harbin Institute of Technology,Harbin 150001,China);Application of improved BP algorithm in fuzzy neural networks[J];Journal of Beijing University of Aeronautics and Astronautics;2007-11
3 Yang Liangtu Hu Dongcheng Luo Yupin (Department of Automation,Tsinghua University,Beijing 100084);RESEARCHES ON FAULT TOLERANCE OF FEEDFORWARD NEURAL NETWORKS--STATUS AND PROSPECTS[J];;1998-06
4 Qiu Bin, Li Wei(Mechanical and electrical engineer institute ,Jiangxi University of Science and Technology, Jiangxi Ganzhou, 341000);The effect of packing pressure and packing time on thickness distribute of injection molding parts[J];Plastics Manufacture;2006-11
5 WT5BZ]SHENG Ji de, ZHANG Yan xin, CHANG Sheng jiang, CHEN Shu [WT5”BZ](Institute of Modern Optics,Nankai University,Opto electronic Information Science and Technology Laboratory,MOE,Tianjin 300071,China)[KH3/4D][WT5”HZ];Study on Property of Hidden Neurons in Feed-forward Neural Network[J];Journal of Optoelectronics.laser;2001-06
6 WU Zai-hua,YIN Li-xian(Hunan College of Information,Changsha 410200,China);Analysis of Basic Principle of Fuzzy Control System and Novel Applications[J];Journal of Gansu Lianhe University(Natural Science Edition);2008-01
7 TANG Hongqun, SU Guangcai (College of Mechanical Engineering ,Guangxi University , Nanning 530004, China);Application of MoldFlow in injection molding[J];Journal of Guangxi University;2003-S1
8 WU Hong qi,ZHANG Jun li ,ZHOU Ni na (Dept .Electronics&Elect.Eng .,Baoji Coll.Arts&Sci.,Baoji 72 10 0 7,China);The technology and application of intelligence control based on the neural network[J];Information Technology;2004-01
9 JIANG Chang-yuan (Faculty of Science, Huzhou Teachers College, Huzhou 313000,China);Fuzzy neural network and its application in intelligent control[J];Journal of Henan Mechanic and Electric Engineering College;2004-05
10 LIU Dong-mei, ZOU Zong-shu, YU Ai-bing (School of Materials and Metallurgy, Northeastern University, Shenyang 110004, China);BOF end-point temperature prediction model of fuzzy neural network system with subtractive clustering[J];Journal of Materials and Metallurgy;2006-04
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved