Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Tool Engineering》 2002-12
Add to Favorite Get Latest Update

Comparative Study on Different Modeling Methods for Predicting Cutting Force

Yang Qiuping Wang Weiping  
Based on the calculation examples, the modeling characteristics and drawbacks and merits of different modeling methods for predicting cutting forces, including the artificial neural network method, the grey model prediction method and the least square regression method, are comparatively analyzed. The reference information for selecting a modeling method to predict cutting force can be provided by the investigated results.
【CateGory Index】: TG501
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 3 Hits
1 XI Hui-ling,YU Si-min (1.College of Science,North University of China,Taiyuan 030051,China; 2.College of Automation,Guangdong University of Techonlogy,Guangzhou 510006,China);Chaos particle swarm optimization algorithm for optimizing the parameter of GM(1,1)[J];Journal of Liaoning Normal University(Natural Science Edition);2010-02
2 CHEN Hong-tao1,2,HUANG Sui1,LI Deng-wan1,2,FU Pan1(1 Southwest Jiaotong University,Chengdu 610031,China;2 Sichuan Engineering Technical College,Deyang 618000,Sichuan,China);Study on the cutting force prediction of CNC turning[J];Modern Manufacturing Engineering;2010-06
3 CHEN Hongtao①②,HUANG Sui①,FU Pan①,WANG Jianlu③,LIU Yi③(①Southwest Jiaotong University,Chengdu 610031,CHN;②Sichuan Engineering Technicial Collage,Deyang 618000,CHN;③Dongfang Steam Turbine Co.,Ltd.,Deyang 618000,CHN);Research on the Impact of Cutting Conditions on Super Critical Material Machining[J];Manufacturing Technology & Machine Tool;2010-06
Chinese Journal Full-text Database 1 Hits
1 Wang Weiping(Dongguan Institute of Technology,Dongguan,China) Tang Yong p 1407 1409;On Prediction of Cutting Force Based on Symmetric Fuzzy and Radial Basis Network[J];CHINA MECHANICAL ENGINEERING;1999-12
Chinese Journal Full-text Database 10 Hits
1 YE Yong,GUO Zixiong(College of Civil Engineering,Huaqiao University,Quanzhou 362021,China);Grey relational analysis of parameters on bond between GFRP rods and concrete[J];Sichuan Building Science;2011-06
2 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
3 WU Yan-lei(Dept.of Appl.Math.&Phy.,Anhui University of Technology and Science,Wuhu 241000,China);Study of electricity consumption of daily life based on grey theory[J];Journal of Anhui University of Technology and Science(Natural Science);2008-01
4 CHENG Jin-shi,PEI Jiu-fang(1.Coll.of Mana.Engn.,Anhui Polytechnic University,Wuhu 241000,China;2.Coll.of Mech.& Auto.Engn.,Anhui Polytechnic University,Wuhu 241000,China);Research on 3PL enterprise logistics ability based on grey appraisal theory[J];Journal of Anhui Polytechnic University;2011-01
5 LIAN Tong-hui(Coll.of Mana.Engn.,Anhui Polytechnic University,Wuhu 241000,China);Analysis of H-W-B test area industry effects based on grey hierarchy decision[J];Journal of Anhui Polytechnic University;2011-03
6 GUO Hai-yang et al (Trade College of Hebei Agricultural University,Baoding,Hebei 071001);Analysis of the Relationship between the Change of Cultivated Land and Grain Yield in Hebei Province[J];Journal of Anhui Agricultural Sciences;2006-21
7 ZHOU Hui-jie et al (College of Resources and Environmental Sciences, Guangxi Teachers Education University, Nanning, Guangxi 530001);Evaluation of the Regional Eco-economy Construction Index System[J];Journal of Anhui Agricultural Sciences;2007-26
8 WU Xiao-fang et al(Nanchang City Land Reserve Center,Nanchang,Jiangxi 330038);Analysis of Driving Factor of Cultivated Land Change Based on Gray CorreLation Model[J];Journal of Anhui Agricultural Sciences;2007-36
9 SONG Xiao-li et al(Management College of Hainan University,Danzhou,Hainan 571737);Analysis and Comparison on Cultivated Land Consolidation Potential of Cities and Counties in Hainan Province[J];Journal of Anhui Agricultural Sciences;2008-05
10 MAO Zheng-yong et al(College of Geo-sciences,Guangzhou University,Guangzhou,Guangdong 510006);Temporal Distribution and Trend Prediction of Agricultural Drought Disaster in Shaoguan Basin[J];Journal of Anhui Agricultural Sciences;2008-09
China Proceedings of conference Full-text Database 10 Hits
1 ZHANG Ping, GU Li-ze, YANG Yi-xian (Information Security Center, Bejing University of Posts and Telecommunications, Beijing 100876, China; State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing 100876, China);Grey Clustering Evaluation Model and Its Application in Security Evaluation[A];[C];2006
2 MENG Limin~①YAN Guiquan~②(①Guizhou University,Guiyang 550003)(②Guizhou Academy of Sciences,Guiyang 550003);THE APPLICATION OF MGM(1,n)MODEL TO FORECAST THE DYNAMIC VARIATION OF THE GROUNDWATER LEVEL[A];[C];2006
3 LI Jian-lan HUANG Shu-hong Huazhong Univ.of Sci. & Tech,Wuhan 430074,China;Grey Model of Condition Evaluation of Equipment in Power Plant[A];[C];2007
4 College of Economics and Management of Nanjing University of Aeronautics and Astronautics;Credit Rating for Grey-Clustering Small and Medium Enterprises and Its Applications[A];[C];2009
5 MI Chuan-min,LIU Si-feng, JIANG Ke-shen College of Economics & Management, Nanjing University of Aeronautics & Astronautics, Nanjing 210016,China.;Empirical studies on the relationship between financial development and economic growth based on the degree of grey incidences[A];[C];2005
6 Zheng Deling~1, liu cong~1, Fang Wei~2, Fang Tong~3(1. School of Information Engineering. University of Science and Technology Beijing, Beijing. 100083; 2. Sunniwell Broadband Digital Science & Technology Ltd, Beijing, 100083; 3. Sino-US Metlife Insurance Co., Ltd., Beijing, 100738);Combining forecasting model based on Grey theory and artificial neural network[A];[C];2005
7 Li Xiao-mei~1 Zhou Hui~1 Wang Wei~1 Bai Xue-Ying~2 (1.School of Electrical Engineering,Northern Jiaotong University,Beijing 100044;2.Beijing Power Supply Bureau,Beijing 100031);Study of Grey Prediction Model for Yearly Peak Load Occurring Dates[A];[C];2003
8 LU Yun-feng,WEN Zhen-zhong (1.School of life science & technology Nanyang normal university,Nanyang Henan 473061;2. College of Pingdingshan; Pingdingshan Henan 467000; China);Application of Entropy Weight-based Gray systematic Theory to Integrated Evaluation in the Growth Performance of Crossbred Beef Cattle[A];[C];2010
9 Liu Hong~1 Zhang Qishan~2 1) Sch.of Mechanical Eng & Automation,Fuzhou University,Fuzhou 350002 2) Sch.Of Management,Fuzhou University,Fuzhou 350002;Grey Association Analysis and Its Application to Cost Estimating of Mechanism Design[A];[C];2008
10 Hui Zhou~1 Wei Wang~1 Wenjie Niu~1 Xinrong Xie~2 1) School of Electrical Engineering,Beijing Jiaotong University,beijing,100044 2)Qinghuangdao Electric Power Company,Qinghuangdao,Hebei Province,056003;study on Market Share of Energy Based on Grey Markov Chain[A];[C];2008
Chinese Journal Full-text Database 10 Hits
1 Zhang Zhenying.Yin Lei (Institute 53.Jinan 250031);APPLICATION OF THE COMPOSITES IN THE PROTECTION OF TANKS AND VEHICLES ABROAD[J];Engineering Plastics Application;1997-05
2 ZHU Ming-xing 1,ZHANG De-long 2 1(Depart.of Antomation of Anhui Univ.Hefei 230039,China) 2( Department of Electronic Engineering ang Information Science of Anhui Univ.,Heifei 230039,China);Study on the Algorithms of Selecting the Radial Basis Function Center[J];JOURNAL OF ANHUI UNIVERSITY(NATURAL SCIENCES);2000-01
3 HU Chang-ming 1,2 , HE Hong-liang 2 , HU Shi-sheng 1,2 (1 Key Laboratory of Mechanical Behavior and Design of Materials, University of Science and Technology of China, Chinese Academy of Sciences,Hefei 230027,China;2 Laboratory for Shock Wave and Detonation Physics Research, Southwest Institute of Fulid Physics, Mianyang 621900,China);Research of dynamic mechanical behavior of D6AC steel[J];Ordnance Material Science and Engineering;2003-02
4 Wang Xibin Yang Guangyong(Beijing Institute of Technology, Beijing, 100081);HIGH SPEED DRY MILLING OF CAST IRON[J];ACTA ARMAMENTARII;1999-03
5 ZHAO Wen-xiang, WANG Xi-bin, LONG Zhen-hai, PANG Si-qin(Beijing Institute of Technology, Beijing 100081, China);Factorial Study on Characteristics of Magnesium Alloy in High-speed Face-milling Process[J];Acta Armamentarii;2005-04
6 QIN Xu-da~1 ZHAO Jian-bo~1 ZHANG Jian-gang~1 LIU Huan-ling~1 Tom O Muller~2 Ni Wang-yang~2 Liu Yi-xiong~2 1.School of Mechanical Engineering,Tianjin university Tianjin 300072,China; 2.Kennametal Inc.Latrobe,PA 15650,USA;Analysis and Modeling About Milling Force in Plunge Milling for Ti-6AI-4V Based on Regression[J];Journal of Beijing University of Technology;2006-08
7 Zhang Yidu Zhang Hongwei(State Key Laboratory of Virtual Reality Technology and Systems,Beijing University of Aeronautics and Astronautics,Beijing 100191,China);Finite element simulation of machining deformation for aeronautical monolithic component[J];Journal of Beijing University of Aeronautics and Astronautics;2009-02
8 CHEN Ai di,WANG Xin yi,WANG Zhong min,YANG Da yong,JIA Yu ping (School of Mechanical Engineering and Automation, Beijing Institute of Technology, Beijing100081);A Method of Optimizing Acoustic Emission Features in Monitoring Tool Flank Wear[J];JOURNAL OF BEIJING INSTITUTE OF TECHNOLOGY;2000-03
9 CHEN Ai di, WANG Xin yi, WANG Zhong min, YANG Da yong, JIA Yu ping (School of Mechanical Engineering and Automation, Beijing Institute of Technology, Beijing100081);A Method of On-Line Monitoring Tool Wear Based on Fuzzy Classification[J];JOURNAL OF BEIJING INSTITUTE OF TECHNOLOGY;2000-03
10 ZHANG Fa-ping~1,SUN Hou-fang~1,YUAN Guang-ming~(1,2),CHEN Guang-ming~(1,3)(1.School of Mechanical and Vehicular Engineering, Beijing Institute of Technology, Beijing100081, China; 2.School of Mechanical Engineering, Shandong University of Technology, Zibo, Shandong255012, China;3.Department of Mechanical Engineering, Army Aviation Institute of PLA, Beijing101104, China);Machining Error Analysis Based on the Stiffness of Workpiece-Fixture System[J];Journal of Beijing Institute of Technology;2004-12
【Secondary References】
Chinese Journal Full-text Database 10 Hits
1 YANG Jin-xian1,YUAN Gan-nan1,XU Liang-chen21.College of Automation,Harbin Engineering University,Harbin 150001,China;2.Harbin Jian-Cheng Group,Harbin 150030,China;Research of Temperature Drift Modeling for Micro-Mechanical Gyro Based on Gray System[J];Chinese Journal of Sensors and Actuators;2007-07
2 Yin Yang Yang Jun Sun Zhenmei et al;Key Technologies of Digital Design and Development of CAD Systemfor Compound Tools[J];Tool Engineering;2008-01
3 Liu Yi,Wang Jianlu,Zou Weiwen,Leng Jinming,Shui Yan,Deng Yadi (Dongfang Turbine Co.,Ltd.Sichuan Deyang 618000);Cutting Fluid about Product Intrinsic Quality Relations Research[J];Dongfang Turbine;2012-01
4 PAN Bin,YUAN Jun-tang,HU Xiao-qiu,et al.(Nanjing University of Science and Technology,Nanjing 210094);Research on High Speed Milling Test on Aluminum Alloy Thin-wall Integral Part[J];Aviation Precision Manufacturing Technology;2010-05
5 ZHAO Peng-fei,LIU Ting-ting,WANG Hui-fen(School of Mechanical Engineering,Nanjing University of Science & Technology,Nanjing 210094);Research and Development on the Optimization System of Cutting Parameters in the Hole Processing[J];Aviation Precision Manufacturing Technology;2012-01
6 ;Research and Application of FEM on High Speed Cutting Tools[J];Aeronautical Manufacturing Technology;2011-14
7 ;Wear Analysis and Improvement Measure of Ti(C,N) Coated Tool in Machining[J];Aeronautical Manufacturing Technology;2011-Z2
8 JIANG Min1,CHEN Yong-xiang1,LI Shuang-yue1,ZHONG Cheng-ming2,ZENG Yue-fei1,WU Yue1(1School of Manufacturing Science and Engineering,Southwest University of Science and Technology,Mianyang 621010,China)(2Dongfang Steam Turbine Co.,Ltd,Deyang 618000,China);Stress and Deformation Analysis in Turbine Blade Profile Machining[J];Machinery Design & Manufacture;2012-07
9 LU Xiaofeng1 YANG Zhiqiang1 JIA Xiaolin2 CUI Xianqiang2 (1 Institute of Geo-engineering and Surveying,Chang'an University, 126 Yanta Road,Xi'an 710054,China) (2 Xi'an Research Institute of Surveying and Mapping,1 Middle Yanta Road,Xi'an 710054,China);Parameter Optimization Method of Gray System Theory for the Satellite Clock Error Predicating[J];Geomatics and Information Science of Wuhan University;2008-05
10 Liu Zaobao1,2 Shi Xiong3 (1.Key Laboratory for Geomechanics & Embankment Engineering of Education Ministry,Hohai Univ.,Nanjing 210098,China;2.Research Institute of Geotechnical Engineering,Hohai Univ.,Nanjing 210098,China;3.Hubei Coal Geology Team 125,Yichang 443003,China);Prediction of Rock Slope Based on Modified GM(1,1) Model[J];Journal of China Three Gorges University(Natural Sciences);2008-05
China Proceedings of conference Full-text Database 1 Hits
1 YANG Bai-yun (Yunnan Police Officer Academy Yunnan,Kunming 650223,China);Upper Application Study of GM(1,1) Model on Forecasting Yunnan Province HIV(HIV) Infected Person[A];[C];2008
【Secondary Citations】
Chinese Journal Full-text Database 2 Hits
1 ;A Curve Fitting Method Based on Feedback Principle[J];High Voltage Engineering;1995-04
2 ;The Application of Artificial Neural Network in Repression Analysis[J];Computer Engineering;1995-01
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved