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Optimizing injection gate location and cycle time for the in-mold coating (IMC) process

机译:优化模内涂层(IMC)工艺的浇口位置和循环时间

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摘要

The standard practice when compression molding Sheet Molding Compound (SMC) exterior automotive body panels is to in-mold coat (IMC) the parts. Consequently, IMC needs to be considered an integral part when improving the process. Selecting the proper IMC injection gate location to obtain a defect-free coated part and properly setting the IMC processing conditions to reduce its cycle time are both key decisions for the IMC process. In the present work, an optimization method that involves metamodeling through either linear regression or artificial neural networks is explored with two purposes; first, to select the injection gate location(s) with the objective of minimizing the potential for surface defects in the coating; and second, to set the mold wall temperature and the initiator concentration to minimize the cure time for a given minimum required flow time.
机译:压缩成型片状模塑料(SMC)汽车车身外部面板时的标准做法是模内涂覆(IMC)零件。因此,在改进流程时,必须将IMC视为不可或缺的一部分。选择合适的IMC浇口位置以获得无缺陷的涂层零件并正确设置IMC处理条件以缩短其周期时间,都是IMC工艺的关键决定。在本工作中,出于两个目的,探索了一种涉及通过线性回归或人工神经网络进行元建模的优化方法。首先,为了最小化涂层中表面缺陷的可能性,选择注射浇口位置。第二,在给定的最小所需流动时间下,设定模具壁温度和引发剂浓度,以使固化时间最小化。

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