Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《China Mechanical Engineering(中国机械工程)》 2009-14
Add to Favorite Get Latest Update

Application of Genetic Algorithm and Penalty Function Method in Roll-Forming Process Parameters Optimization

Luo Zhigao Wang Xiang Li Ju Chen Kun Jiangsu University,Zhenjiang,Jiangsu,212013  
According to the difficulties of adjusting the process parameters of conical rollers roll-forming,a mathematical model was established to optimize the rolling process parameters,and the multi-constrained objective function was transformed into unconstrained objective one using penalty function method,then fitness function was established which was suitable for genetic algorithm to optimize the rolling process parameters.At last,the graph about the objective function was given,which was solved by GA method and the inside point penalty function.Through the graph,the best technology parameters were obtained.Through the experiments,we compared the standard flight with rolling flight.Experimental results show that the method of using GA to optimize rolling parameters is feasible,and it also plays a great guide role in actual manufacturing in factory.
【Fund】: 江苏省科技攻关项目(BE2004093)
【CateGory Index】: TG335
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 4 Hits
1 ZANG Rui;LIU Yan-long;College of Science,Northeast Forestry University;;Modified cuckoo search algorithm and applications of corresponding penalty method[J];计算机工程与设计;2015-07
2 WU Zheng-zhi;LI Jin;Quality Development Institute of Kunming University of Science and Technology;;Study on the grade of wine quality based on GA- PSO algorithm[J];信息技术;2015-06
3 YANG Qinghua;ZHAN Weitao;WU Haiwei;WANG Zhiheng;BAO Guanjun;Key Laboratory of Special Purpose Equipment and Advanced Manufacturing Technology,Ministry of Education,Zhejiang University of Technology;;Optimization of cold extrusion die based on orthogonal experiment,BP neural network and genetic algorithm[J];浙江工业大学学报;2015-03
4 Zhang Guoliang;Hou Xiaopeng;Miao Hu;An Yuan;Zhou Yucheng;Yao Yonghe;Research Institute of Forestry New Technology,CAF;College of Forestry,Agricultural University of Hebei;Research Institute of Wood Industry,CAF;Shanghai Yuetong Woodworking Machine Equipment Co. ,Ltd.;;Layout Method of Rectangular Wood Based Panel Parts Based on Grouping and Dimension Reducing Heuristic Rule and Genetic Algorithm[J];林业科学;2014-06
Chinese Journal Full-text Database 1 Hits
1 HU Man hong, QIN Jian ping(Taiyuan Heavy Mach.Inst.,Taiyuan 030024,China);Optimzation of the Parameter Adjustmeut of Spiral Flight Mill[J];太原重型机械学院学报;2002-01
Chinese Journal Full-text Database 3 Hits
1 JIANG Xiaoping, SHI Weidong, LI Wei, LI Qian Research Center of Fluid Machinery Engineering & Technology, Jiangsu University, Zhenjiang 212013, Jiangsu, China;Research status and expectation of continuous cold rolling of helical blade[J];矿山机械;2013-07
2 Luo Zhigao Wang Xiang Li Ju Chen Kun Jiangsu University,Zhenjiang,Jiangsu,212013;Application of Genetic Algorithm and Penalty Function Method in Roll-Forming Process Parameters Optimization[J];中国机械工程;2009-14
3 JIANG Xiao-ping,SHI Wei-dong,SHEN Yu-tang,Li Wei (Research Center of Fluid Machinery Engineering and Technology,Jiangsu University,Zhenjiang 212013,China);Present Situation and Prospect on Tandem Rolling Technology for Screw Vane[J];农机化研究;2007-07
Chinese Journal Full-text Database 10 Hits
1 LONG Wen;CHEN Le;Guizhou Key Laboratory of Economics System Simulation (Guizhou University of Finance and Economics);School of Physics Science and Technology,Yulin Normal University;;Hybrid cuckoo search algorithm for solving constrained chemical engineering optimization problems[J];计算机应用;2014-02
2 YANG Qing-hua,CHEN Xin,MENG Bin,BAO Guan-jun(Key Laboratory of Special Purpose Equipment and Advanced Manufacturing Technology,Ministry of Education, Zhejiang University of Technology,Hangzhou 310032,China);Numerical simulation for vibration extrusion of automotive car piston pins[J];浙江工业大学学报;2013-03
3 CAI Yan1,2,ZHONG Qianyi3,WU Min1,2,ZHOU Jinni1,2(1School of Information Science and Engineering,Central South University,Changsha 410083,Hunan,China; 2Hunan Engineering Laboratory for Advanced Control and Intelligent Automation,Changsha 410083,Hunan,China; 3School of Electronic Engineering,Xidian University,Xi'an 710071,Shaanxi,China);Raw material inventory optimization algorithm for sinter material plant based on GA-PSO[J];化工学报;2012-09
4 Long Wen1,2, Liang Ximing2, Xu Songjin3, and Chen Fu21(Guizhou Key Laboratory of Economics System Simulation, Guizhou University of Finance and Economics, Guiyang 550004)2(School of Information Science and Engineering, Central South University, Changsha 410083)3(Department of Mathematics and Computer Science, Tongren University, Tongren, Guizhou 554300);A Hybrid Evolutionary Algorithm Based on Clustering Good-Point Set Crossover for Constrained Optimization[J];计算机研究与发展;2012-08
5 HUANG Lan1,QI Ji2,TAN Ying1,YANG Bin1(1.College of Computer Science and Technology,Jilin University,Changchun,Jilin 130012,China;2.Institute of Army Aviation,Beijing 101121,China);A Genetic-Discrete Paticle Swarm Optimization Algorithm for Rectangular Packing[J];电子学报;2012-06
6 GUO Yuan-yuan,WANG Qian,LIANG Feng (Department of Industrial Engineering,Nankai University,Tianjin 300457,China);Facility layout design based on particle swarm optimization[J];计算机集成制造系统;2012-11
7 JI Jun1) LU Yi-Ping1) CHA Jian-Zhong1) CUI Yao-Dong2) WANG Jin-Min3) 1)(School of Mechanical,Electronic and Control Engineering,Beijing Jiaotong University,Beijing 100044) 2)(School of Computer,Electronics and Information,Guangxi University,Nanning 530004) 3)(School of Mechanical Engineering,Tianjin University of Technology and Education,Tianjin 300222);A Deterministic Algorithm for Optimal Two-Segment Cutting Patterns of Rectangular Blanks[J];计算机学报;2012-01
8 CHEN Jiang-yi,SONG Xue-feng,ZHANG Ming-wei(School of Mechanical Engineering,Zhengzhou University,Zhengzhou 450001,China);Research on Rectangular Packing Problem of Combination of Ant Colony Algorithm and Genetic Algorithm[J];郑州大学学报(理学版);2011-02
9 Luo Zhigao Wang Xiang Li Ju Chen Kun Jiangsu University,Zhenjiang,Jiangsu,212013;Application of Genetic Algorithm and Penalty Function Method in Roll-Forming Process Parameters Optimization[J];中国机械工程;2009-14
10 ZHANG Jian-han1 FANG Gang1,2(1.Department of Mechanical Engineering,Tsinghua University,Beijing 100084 China)(2.Key Lab of Advanced Materials Processing,Ministry of Education,Beijing 100084 China);Optimization for cold heading process and die design of bearing steel ball by finite element simulation and orthogonal test method[J];塑性工程学报;2009-03
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved