US 12,736,943 B2 · Information processing device and information processing method

Abstract

An information processing device of the present invention includes a first acquisition unit, a second acquisition unit, and a machine learning processing unit. The first acquisition unit acquires total event status information. The second acquisition unit acquires time-series detection result information. The machine learning processing unit performs one or both of learning processing and determination processing. In the learning processing, a learning model is generated by performing machine learning with the time-series detection result information acquired by the second acquisition unit as an input for each piece of the total event status information acquired by the first acquisition unit. In the determination processing, a determination is performed on the generated learning model by inputting the time-series detection result information acquired by the second acquisition unit for each piece of the total event status information acquired by the first acquisition unit.

Claims6

Dependent claims

An information processing device comprising:

a storage device storing a program;
and
a hardware processor configured to execute the program to
acquire total event status information obtained by synthesizing event status information representing a status of an event of each of a plurality of devices for two or more devices for an object manufacturing apparatus, the object manufacturing apparatus being configured to manufacture an object by operating each of the plurality of devices for each event;
acquire time-series detection result information detected in a manufacturing process of manufacturing the object by the object manufacturing apparatus;
and
perform one or both of learning processing and determination processing, the learning processing being to generate a learning model by performing machine learning with the time-series detection result information as an input for each piece of the total event status information, the determination processing being to perform a determination on the generated learning model by inputting the time-series detection result information for each piece of the total event status information.

4 more elements

Dependencies are inferred from the claim text.

Information processing device and information processing method

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Information processing device and information processing method

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Abstract

Claims6