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    • 74. 发明公开
    • PROCESS ESTIMATION DEVICE AND PROCESS ESTIMATION METHOD
    • US20240142953A1
    • 2024-05-02
    • US18385613
    • 2023-10-31
    • Proterial, Ltd.
    • Takeshi NISHIUCHI
    • G05B19/418
    • G05B19/4184G05B19/4183
    • A process estimation device using a computer is provided with a regression model creation processing unit that, in manufacturing a product through a plurality of manufacturing processes, defines a given manufacturing process, excluding a first manufacturing process, as a target process to be subject to process estimation, learns a relationship between at least a processing object data indicating a state of a processing object to be processed in the target process, a processed object data indicating a state of a processed object processed in the target process, a device condition data indicating a state of a device used for processing in the target process before processing, and a process data indicating a set value of manufacturing conditions of the target process by machine learning, and creates a regression model representing a correlation between the data, and a process estimation processing unit that estimates the process data to be estimated using the regression model created by the regression model creation processing unit. A computer-performed process estimation method includes defining the manufacturing process as the target, learning the relationship between at least the processing object data, the device condition data, the process data, creating the regression model, and estimating the process data using the regression model.