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《China Mechanical Engineering(中国机械工程)》 2009-14
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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
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【Co-citations】
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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
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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
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