Invention Application
- Patent Title: TRAINING MODEL CREATING METHOD, LASER DEVICE, AND ELECTRONIC DEVICE MANUFACTURING METHOD
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Application No.: US18797559Application Date: 2024-08-08
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Publication No.: US20240394446A1Publication Date: 2024-11-28
- Inventor: Norimasa FUJITA , Kunihiko ABE
- Applicant: Gigaphoton Inc.
- Applicant Address: JP Tochigi
- Assignee: Gigaphoton Inc.
- Current Assignee: Gigaphoton Inc.
- Current Assignee Address: JP Tochigi
- Main IPC: G06F30/27
- IPC: G06F30/27 ; G06F119/02 ; G06F119/18

Abstract:
A training model creating method includes creating a database by breaking a component in a laser device on a Digital Twin constructed by modeling electrical hardware and software of the laser device, and accumulating data in which the broken component and a failure phenomenon output from the Digital Twin are associated with each other; and training a training model using the data in the database as training data for machine learning so that, upon receiving an input of information on a failure phenomenon, the training model outputs information on a malfunction location corresponding to the input.
Information query