Optimization of Forming Process Parameters for Transmission Belt Based on Response Surface Method

Min Xu, Bing Li
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引用次数: 1

Abstract

The elastic component transmission belt was taken as research object, and forming process parameters was optimized based on response surface method and DYNAFORM. The method of central composite design was used to select process parameters of numerical simulation, the response value of forming height for transmission belt was obtained by numerical simulation, and the second-order response surface model was established to reflect the relationship between process parameters and forming height by the least square method. Process parameters of die clearance, bending angle and stamping speed are taken as design variables, forming height was taken as optimization objective, and Design Expert v8.0.5 was applied to optimize the second-order response surface model. The best combination of process parameters is acquired that bending angle is 150°, die clearance is 1.02t, stamping speed is 3004 mm⋅s-1 and the response value of forming height is 5.69 mm. Progressive die is used to verify response value, the experimental value is 5.61 mm, and the relative error between experimental value and response value is 1.43%. The relative error proves the accuracy of the response surface method applied in the optimization of forming process parameters of transmission belt.
基于响应面法的传动带成形工艺参数优化
以弹性构件传动带为研究对象,基于响应面法和DYNAFORM对成形工艺参数进行了优化。采用中心复合设计方法选择数值模拟工艺参数,通过数值模拟得到传送带成形高度的响应值,并利用最小二乘法建立反映工艺参数与成形高度关系的二阶响应面模型。以模具间隙、弯曲角度、冲压速度等工艺参数为设计变量,以成形高度为优化目标,利用design Expert v8.0.5对二阶响应面模型进行优化。获得了弯曲角度为150°、模具间隙为1.02t、冲压速度为3004 mm⋅s-1、成形高度响应值为5.69 mm的最佳工艺参数组合。采用级进模验证响应值,实验值为5.61 mm,实验值与响应值的相对误差为1.43%。相对误差证明了响应面法用于传送带成形工艺参数优化的准确性。
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