期刊文献+

基于RBF网络的P-GMAW焊缝成形过程建模

MODEL BUILDING ABOUT P-GMAW FORMATION OF WELD BASED ON RBF NETWORK
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摘要 分析了薄板平板堆焊熔透的影响因素,利用径向基函数网络(RBFN),建立了脉冲熔化极气体保护焊(P-GMAW)的焊缝成形过程模型。结果表明,在P-GMAW薄板堆焊中,以焊接规范为输入变量,利用该网络模型能很好的预测背面熔宽。 The factors influencing the penetration during bead welding the thin plate was investigated. A model about pulsed gas metal arc welding (P - GMAW) formation of weld based on radial basis function network (RBFN) was set up. The results showed that the backside melting width can be predicted by the network model during P- GMAW bead welding the thin plate when the welding parameters were input variable.
出处 《焊接》 北大核心 2005年第11期40-43,共4页 Welding & Joining
关键词 脉冲熔化极气体保护焊 焊缝成形 径向基函数 建模 P-GMAW, formation of weld, radial basis function, modeling
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参考文献3

  • 1张旭明,吴毅雄,徐滨士,董世运.BP神经网络及其在焊接中的应用[J].焊接,2003(2):9-13. 被引量:22
  • 2Chen S B, Lou Y J, Wu L. Intelligent methodology for sensing,modeling, and control of pulsed GTAW: part 1 - bead on plate welding. Welding Journal,2000, 79(6): 151s~163s
  • 3Powell M I D. Radial basis functions for multivariable interpolation:a review. IMA Conf. On Algorithms for the Approximation of Functions and Data. RMCS Shrivenham, 1985.

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