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材料导报  2020, Vol. 34 Issue (11): 11071-11075    https://doi.org/10.11896/cldb.19040279
  材料与可持续发展(二)——材料绿色制造与加工 |
DP780高强钢胶接点焊的多元非线性回归模型
易金权, 曾凯, 邢保英, 冯煜阳, 翟停停
昆明理工大学机电工程学院,昆明 650500
Nonlinear Multiple Regression Modeling of Weld Bonding for DP780 High Strength Steel
YI Jinquan, ZENG Kai, XING Baoying, FENG Yuyang, ZHAI Tingting
Faculty of Mechanical and Electrical Engineering, Kunming University of Science and Technology, Kunming 650500, China
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摘要 基于Box-Behnken Design(BBD)设计方法,开展DP780高强钢胶接点焊的试验研究。以接头的失效载荷、熔核直径为目标量,将焊接电流、焊接时间、电极压力以及各参数之间的交互作用作为影响目标量的因素,建立DP780高强钢胶接点焊接头多元非线性回归模型。试验验证表明,建立的多元非线性回归数学模型具备高的显著性且拟合程度高,可实现对接头失效载荷、熔核直径的有效预测;胶焊接头的失效载荷、熔核直径随焊接电流增大及焊接时间的延长而增大,随电极压力的减小而递增;基于回归模型获得最优工艺参数:焊接电流8.3 kA,焊接时间150 ms,电极压力0.3 MPa,对应参数下接头的失效载荷达到16 369 N。借助超声C扫图像甄别出焊核外存在胶层烧灼气化区,当焊接时间较短时,焊接电流的增加会提供更多的热输入量,导致胶层烧灼气化面积增大,进而降低接头的静力学性能。
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易金权
曾凯
邢保英
冯煜阳
翟停停
关键词:  高强钢  胶接点焊  最优工艺参数  回归模型    
Abstract: Based on the Box-Behnken Design (BBD) method, the experiment on weld bonding for DP780 high-strength steel was carried out. The fai-lure load of the joints and the diameter of the nugget were viewed as the target quantity. The welding current, welding time, electrode pressure and the interaction between the parameters were defined as the factors to influence the target quantity. The nonlinear multiple regression modeling of the weld-bonded joints for DP780 high strength steel was established. The experimental verification shows that the model has high saliency and high degree of fitting, which can effectively predict the joints failure load and nugget diameter. With the increase of welding current and the welding time, the failure load of the weld-bonded joints and the diameter of the nugget increase, while they decrease with the increase of electrode pressure. The optimal process parameters were welding current 8.3 kA, welding time 150 ms, electrode pressure 0.3 MPa, which were obtained by the regression model, and the joint's failure load under the shear test was 16 369 N. The ultrasonic C-scan image was used to identify the gasification zone of the adhesive layer outside the weld nugget. When the welding time is small, the increase of the welding current will provide more heat input, which will lead to an increase in the burning area of the adhesive layer and reduce the static properties of the joints.
Key words:  high-strength steel    weld bonding    optimal process parameters    regression model
                    发布日期:  2020-05-13
ZTFLH:  TG44  
基金资助: 国家自然科学基金(51565022)
通讯作者:  kmzk201109@163.com   
作者简介:  易金权,2017年9月就读于昆明理工大学,目前为研究生二年级学生,主要从事薄板连接新技术领域的研究。
曾凯,昆明理工大学机电工程学院副教授。2011年7月毕业于清华大学,获机械工程专业博士学位。同年加入昆明理工大学机电工程学院工作至今,主要从事板材连接技术、结构可靠性设计分析的研究,重点研究电阻点焊、自冲铆连接方法的工艺、力学性能以及应用。在国内外重要期刊发表文章30多篇,获国家发明专利4项。
引用本文:    
易金权, 曾凯, 邢保英, 冯煜阳, 翟停停. DP780高强钢胶接点焊的多元非线性回归模型[J]. 材料导报, 2020, 34(11): 11071-11075.
YI Jinquan, ZENG Kai, XING Baoying, FENG Yuyang, ZHAI Tingting. Nonlinear Multiple Regression Modeling of Weld Bonding for DP780 High Strength Steel. Materials Reports, 2020, 34(11): 11071-11075.
链接本文:  
http://www.mater-rep.com/CN/10.11896/cldb.19040279  或          http://www.mater-rep.com/CN/Y2020/V34/I11/11071
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