Information processing device, injection molding system, injection molding machine, non-transitory computer readable storage medium storing a program, machine learning method, and inference model

An injection molding machine comprising:

• an injection unit;
• a mold clamping unit;
• and
• a control device that controls an operation of injection molding performed by the injection unit and the mold clamping unit,
• wherein the control device includes estimation circuitry that estimates a molding condition applied to the operation of the injection molding performed by the injection unit and the mold clamping unit by using an inference model representing a relationship between input data including at least three-dimensional shape data of a mold and the molding condition of the injection molding machine that uses the mold, and by using at least the three-dimensional shape data of the mold used in the operation of the injection molding performed by the injection unit and the mold clamping unit as an input.

A machine learning method executed by a computer, the method comprising:

• a data acquisition process of acquiring a plurality of sets of training data including input data and output data;
• a training process of training a learning model with a correlation between the input data and the output data by machine learning using the plurality of sets of training data acquired by the data acquisition process;
• and
• a storage process of storing the trained model, which has been trained with the correlation by the training process, in a storage device,
• wherein the input data includes at least three-dimensional shape data of a mold used for injection molding, and
• the output data includes a molding condition applied to an injection molding machine in a case where the injection molding is performed by using the mold.