Manufacturing condition output apparatus, quality management system, and storage medium

A quality management system comprising a data acquisition apparatus, a model learning apparatus, and an estimation result output apparatus,

• the data acquisition apparatus comprising:
• a first processor configured to:
• acquire manufacturing data from a manufacturing apparatus which manufactures a product;
• and
• acquire inspection result data of the product manufactured by the manufacturing apparatus,
• the model learning apparatus comprising:
• a second processor;
• a manufacturing data storage apparatus configured to store the manufacturing data acquired from the first processor;
• and
• an inspection result data storage apparatus configured to store the inspection result data acquired from the first processor,
• the second processor being configured to generate a model which estimates whether the product manufactured at the manufacturing apparatus is a good-quality product or a defective product through machine learning on a basis of the stored manufacturing data and the stored inspection result data, and
• the estimation apparatus comprising:
• a third processor configured to:
• estimate whether the product is the good-quality product or the defective product on a basis of the acquired manufacturing data using the model and output an estimation result;
• and
• output change degree information which is information regarding degrees of change of values regarding defect probabilities for variables relating to a manufacturing condition of the product from model information of the model, as a manufacturing condition.