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基于GA BP网络的高速电火花线切割建模方法研究

张利堂

机械与电子Issue(3):41-44,4.
机械与电子Issue(3):41-44,4.

基于GA BP网络的高速电火花线切割建模方法研究

Research of Modeling Method on the Wire Electrical Discharge Machining Based on GA BP Network

张利堂1

作者信息

  • 1. 宝鸡文理学院机电工程系,陕西 宝鸡 721016
  • 折叠

摘要

Abstract

The wire electrical discharge machi-ning (WEDM)is one of the nontraditional machi-ning technology,it has been widely applied in the manufacturing domain.But it is process of multipa-rameter and variable,to build a model of fitting precision and generalization ability,so the article present GA BP model based on the thought that genetic algorithm to optimize weights of BP neural network and try to use quadratic general rotation design.The experimental shows that the GA BP model is more effective and superior than single BP model under the same parameters setting,and the model has definite guidance function to further simulation system.

关键词

线切割/多参数/二次通用旋转组合设计/GABP模型

Key words

WEDM/multiparameter/quadratic general rotation design/GA BP model

分类

矿业与冶金

引用本文复制引用

张利堂..基于GA BP网络的高速电火花线切割建模方法研究[J].机械与电子,2014,(3):41-44,4.

基金项目

宝鸡文理学院校级重点项目 ()

机械与电子

OACSTPCD

1001-2257

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