Parameter adjustment method, electronic device, and readable storage medium

By constructing a current prediction model and incremental training in the injection molding process, the target process parameters are predicted and adjusted, solving the problem of passive parameter adjustment in the traditional injection molding process, realizing standardized parameter adjustment, and improving production quality and accuracy.

CN121650208BActive Publication Date: 2026-07-24HI P SHANGHAI HOUSING APPLIANCE
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Patent Information

Authority / Receiving Office
CN · China
Patent Type
Patents(China)
Current Assignee / Owner
HI P SHANGHAI HOUSING APPLIANCE
Filing Date
2025-12-09
Publication Date
2026-07-24

AI Technical Summary

Technical Problem

In traditional injection molding processes, parameter adjustments rely on the personal experience of the machine setup engineer, leading to delayed passive intervention and continuous scrap problems, and a lack of standardized proactive prediction capabilities.

Method used

By acquiring the current prediction model, the target process parameters are predicted based on the model, and parameter adjustments are performed in the current production cycle. A standardized parameter tuning method is constructed using incremental training and hyperparameter optimization, including updates to the basic model and the incremental model.

Benefits of technology

It enables proactive prediction and standardized adjustment of parameters in the injection molding process, avoiding the generation of defective products and improving production quality and accuracy.

✦ Generated by Eureka AI based on patent content.

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Abstract

The application discloses a parameter adjustment method, which comprises the following steps: acquiring a current prediction model for current mold production in an injection molding process; predicting a target process parameter for the current mold production based on the current prediction model; and performing the current mold production according to the target process parameter. The application also discloses an electronic device and a readable storage medium applying the above method.
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