不同参数下振动焊接最高温度回归分析
Regression analysis on maximum vibratory welding temperature at different parameters
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摘要: 设计不同振动焊接参数下平板表面堆焊试验,研究焊接热输入、振动加速度对焊接最高温度的影响,并运用多元非线性回归方法建立焊接最高温度预测模型.结果表明,在较大焊接热输入时,最高温度随着振动加速度的增加而提高;而在较小焊接热输入和中等焊接热输入时,熔池温度随振动加速度的增加有一个先增加后降低的过程.通过相关性检验、线性回归的显著性检验以及回归系数的显著性检验,证明模型可行.同时分析了与振动加速度相关的系数和测点到焊缝中心距离的关系,认为振动加速度对熔池中心温度的影响最为显著.Abstract: Plate butt welding tests at different vibratory welding parameters were designed to investigate the influence of welding heat input and vibratory acceleration on maximum welding temperature.A mathematic model of maximum temperature was founded based on the multivariant nonlinear regression analysis.The results show that the peak temperature increases with the increase of vibratory acceleration at the higher welding heat input.The peak temperature increases initially and then decreases with the increase of vibratory acceleration at medium and lower welding heat input.According to the test results of correlation,linear regression significance and regression coefficients significance,the proposed model is feasible.The relationship between the regression coefficient related to vibratory acceleration and the distance of measuring points to weld center line was studied.The results show that vibratory acceleration has a significant effect on the temperature of the molten pool center.