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Optimization of press bend forming path of aircraft integral panel
Authors:YAN Yu  WAN Min  WANG Hai-bo HUANG Lin School of Mechanical Engineering  Automation  Beihang University  Beijing  China
Affiliation:YAN Yu,WAN Min,WANG Hai-bo HUANG Lin School of Mechanical Engineering , Automation,Beihang University,Beijing 100191,China
Abstract:In order to design the press bend forming path of aircraft integral panels,a novel optimization method was proposed, which integrates FEM equivalent model based on previous study,the artificial neural network response surface,and the genetic algorithm.First,a multi-step press bend forming FEM equivalent model was established,with which the FEM experiments designed with Taguchi method were performed.Then,the BP neural network response surface was developed with the sample data from the FEM experiments.Furthe...
Keywords:aircraft integral panel  press bend forming path  neural network response surface  genetic algorithm  optimization
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