期刊文献+

基于偏最小二乘回归模型的激光焊缝宽度预测与控制方法 被引量:2

Prediction and control on laser weld width based on partial least- squares regression( PLS) model
在线阅读 下载PDF
导出
摘要 激光焊接焊缝是激光拼焊板成形性能的重要影响因素之一,同时也是导致拼焊板在冲压过程中出现破裂失效的导火索。因此,为了提高激光拼焊板成形性能和减少在冲压过程中出现破裂的次数就必须对焊缝宽度加以预测和控制,以期提出优化的焊接工艺。利用有限元软件对激光焊接过程进行三维动态温度场模拟,通过分析试验钢板节点温度分布情况,计算出焊缝宽度。在此基础上,利用偏最小二乘回归方法建立了激光焊缝宽度预测模型。运用本研究预测模型,焊缝宽度预测相对误差均在5%以下,充分验证了该预测模型的合理性和适用性。结合模型的辅助分析技术,提出一种如何优化焊接工艺参数以获得预期焊缝宽度的方法。 Laser weld is one of the important influence factors on laser tailor - welded blank (LWTB) forming properties, which is also the cause leading to rupturing during punching process. In order to optimize the weld process and LWTB forming properties, weld width should be predicted and controlled. The transient temperature field distributions were simulated by means of the finite element software. Weld widths were calculated based on the analysis of test plate temperature distribution. Furthermore, weld widths prediction model was put forward by means of PLS. The forecasting relative errors of weld widths were below 5%. Therefore, the proposed model was reasonable and applicable. Then based on the model of the auxiliary analysis technology, and put forward a kind of how to optimize the welding process parameters to get expected weld width method.
出处 《电焊机》 北大核心 2014年第5期234-238,共5页 Electric Welding Machine
关键词 激光拼焊板 焊缝宽度 温度场 偏最小二乘回归 LWFB weld width temperature field PLS
  • 相关文献

参考文献6

二级参考文献47

共引文献56

同被引文献27

引证文献2

二级引证文献10

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部