Molding condition estimation method, program, estimation device, display device and generation method for learning model

A non-transitory computer readable recording medium storing a program causing a computer to execute processing of:

• acquiring a film temperature required for a film to be molded by a film molding machine;
• and
• estimating a molding condition satisfying the acquired film temperature by using an estimation model for estimating a molding condition responding to a film temperature, the estimation model built based on molding information during molding that is detected by a detection device and a film temperature predicted from the molding information, the molding information indicates a state of a film molding machine performing extrusion molding or a state of a film being molded by the film molding machine.

An estimation device, comprising:

• an acquisition unit that acquires a film temperature required for a film to be molded by a film molding machine;
• and
• an estimation unit that estimates a molding condition satisfying the film temperature acquired at the acquisition unit by using an estimation model for estimating a molding condition responding to a film temperature, the estimation model built based on molding information during molding that is detected by a detection device and a film temperature predicted from the molding information, the molding information indicates a state of a film molding machine performing extrusion molding or a state of a film being molded by the film molding machine.

A learning model generation method, comprising:

• acquiring training data including molding information during molding that is detected by a detection device and that indicates a state of a film molding machine performing extrusion molding or a state of a film molded by the film molding machine and a film temperature predicted from the molding information;
• and
• generating a learning model trained to output a molding condition when a film temperature is input based on the acquired training data.