首页|基于响应曲面法的汽车外饰塑件胶接工艺参数优化

基于响应曲面法的汽车外饰塑件胶接工艺参数优化

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为了提高汽车外饰胶接塑件的承载能力,利用ABAQUS分析汽车外饰胶接塑件的静强度力学性能,通过响应曲面法优化胶接工艺参数.以胶接强度作为评价指标,采用Design Expert设计了胶接工艺参数中胶层厚度、胶层宽度、涂胶边距的三因素Box-Behnken仿真实验方案,对所有实验方案进行数值模拟,依据数值模拟结果构建了二次响应面模型,对响应曲面模型进行了F检验、复相关系数R2分析以及模型残差的分析,验证了该模型的可行性,采用序列二次规划(SQP)算法对各项工艺参数进行优化.实验结果表明,影响胶接强度的显著性顺序为胶层厚度>胶层宽度>涂胶边距,最优胶接工艺参数组合为:胶层厚度0.29 mm、胶层宽度3.31 mm、涂胶边距11.55 mm,胶接结构最大强度的预测值为23.75 MPa,较优化前的19.87 MPa提高了19.49%.对优化工艺参数进行实验验证,得到胶接强度的实验值为22.91 MPa,预测值与实验值之间相对误差为3.54%.
Optimization of Bonding Process Parameters of Automotive Exterior Plastic Parts Based on the Response Surface Method
To improve the load-bearing capacity of the plastic parts for automotive exterior finishes,the static strength and mechanical properties of the plastic parts for automotive exterior finishes were analyzed by ABAQUS,and the bonding process parameters were optimized by the response surface method.With the adhesive strength as the evaluation index,a Box-Behnken simulation experiment scheme was designed using Design Expert,which included three factors of adhesive layer thickness,adhesive layer width and adhesive edge distance in the bonding process parameters.Numerical simulations were carried out on all experimental schemes,and secondary response surface models were constructed according to the numerical simulation results.F-test,complex correlation coefficient R2 analysis and residual analysis of the model were carried out to verify the feasibility of the model,and sequential quadratic programming(SQP)algorithm was used to optimize the process parameters.The results show that the sequence of significant effects on adhesive strength is adhesive layer thickness>adhesive layer width>adhesive edge distance.The optimal combination of bonding process parameters is obtained.The adhesive layer thickness is 0.29 mm,the adhesive layer width is 3.31 mm,and the adhesive edge distance is 11.55 mm.The predicted maximum strength of the adhesive structure is 23.75 MPa,which is 19.49%higher than that before optimization(19.87 MPa).The experimental results show that the experimental value of adhesive strength is 22.91 MPa,and the relative error between the predicted and experimental values is 3.54%.

Automotive Exterior Plastic PartResponse Surface MethodAdhesive StrengthNumerical SimulationParameter Optimization

陈禹良、张俊、吴何畏、杨柳、李建亭

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湖北文理学院机械工程学院,湖北 襄阳 441053

襄阳市智能制造与机器视觉重点实验室,湖北 襄阳 441053

襄阳光瑞汽车零部件有限公司,湖北 襄阳 441000

汽车外饰塑件 响应曲面法 胶接强度 数值模拟 参数优化

湖北省中央引导地方科技发展专项襄阳市科技计划项目

2021BGE0352022ABH006107

2024

塑料工业
中蓝晨光化工研究院有限公司

塑料工业

CSTPCD北大核心
影响因子:0.685
ISSN:1005-5770
年,卷(期):2024.52(8)
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