Machining equipment system and manufacturing system

A manufacturing system comprising:

• machining equipment that performs machining of a workpiece;
• a control device that controls the machining equipment based on a machining condition;
• a state obtaining device that obtains a state of the machining equipment during the machining and an inspection device that inspects the workpiece after the machining;
• an evaluation test device that conducts an evaluation test for the workpiece serving as a final product;
• and
• a machine learning device that performs machine learning based on a result of the evaluation test by the evaluation test device, a result of inspection by the inspection device, and the state of the machining equipment, obtained by the state obtaining device,
• wherein the machine learning device modifies the machining condition and an inspection condition in the inspection device based on a result of the machine learning so as to minimize costs of the final product.

A machining equipment system comprising:

• machining equipment that performs machining of a workpiece;
• a control device that controls the machining equipment based on a machining condition;
• a state obtaining device that obtains a state of the machining equipment during the machining;
• an inspection device that inspects the workpiece after the machining;
• and
• a machine learning device that performs machine learning based on a result of inspection by the inspection device and the state of the machining equipment, obtained by the state obtaining device, wherein the result of the inspection comprises a comparison of a machining error value associated with the workpiece and a machining error value associated with an immediately previous workpiece;
• wherein the machine learning device modifies the machining condition based on a result of the machine learning so as to reduce or minimize the defect rate of the workpiece while maintaining the machining accuracy of the workpiece within a predetermined range.