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    • 7. 发明授权
    • Injection molding control method
    • 注塑成型控制方法
    • US08060240B2
    • 2011-11-15
    • US11975282
    • 2007-10-18
    • Yoshitoshi YamagiwaTakayoshi ShioiriEiki Iwashita
    • Yoshitoshi YamagiwaTakayoshi ShioiriEiki Iwashita
    • B29C45/76
    • B29B17/00B29C45/76B29C45/7613B29C2945/76979Y02W30/62
    • A method for controlling injection molding using a neural network in a control device of an injection molding machine. A measurement monitor value is acquired in a measurement step during test injection molding and an injection monitor value is acquired in an injection step. The acquired measurement monitor value is designated as an input term and the injection monitor value is designated as an output term. A prediction function that incorporates the measurement monitor value is then determined using the neural network. A first value corresponding to the injection monitor value is predicted by substituting into the prediction function a measurement monitor value acquired at completion of a measurement step during mass-production injection molding. On the basis of the predicted first value, a second value corresponding to an injection condition is determined. Injection control and pressure maintenance control are then implemented on the basis of the second value corresponding to the injection condition.
    • 一种在注射成型机的控制装置中使用神经网络控制注射成型的方法。 在测试注射成型期间的测量步骤中获取测量监视值,并且在注射步骤中获取注射监测值。 获取的测量监视值被指定为输入项,并且将注入监视值指定为输出项。 然后使用神经网络确定并入测量监视值的预测函数。 通过将大量生产注射成型中的测量步骤的完成时获取的测量监视值代入预测函数,来预测与注入监视值对应的第一值。 基于预测的第一值,确定与喷射条件对应的第二值。 然后根据对应于喷射条件的第二值来实施喷射控制和压力维持控制。