Title:
MACHINE LEARNING DEVICE, INFORMATION PROCESSING DEVICE, REASONING DEVICE, MACHINE LEARNING METHOD, CONTROL CONDITIONS PREDICTION METHOD, AND REASONING METHOD
Document Type and Number:
WIPO Patent Application WO/2024/075852
Kind Code:
A1
Abstract:
[Problem] To provide a machine learning device which easily derives heating device control conditions, an information processing device, a reasoning device, a machine learning method, a control conditions prediction method and a reasoning method. [Solution] A machine learning device which generates a learning model 45 for predicting new control conditions 102b of a heating device 10 for heating a temperature control target 200. The machine learning device is equipped with: a learning data storage unit 43 for storing one or more sets of learning data 46; a machine learning control unit 41 for training the learning model 45 on the correlation between learning input parameters 101a and learning control conditions 101b, which are the control conditions for the heating device 10; and a machine learning model storage unit 44 for storing the trained learning model 45. The learning input parameters 101b comprise one or more of the following: material information, shape information and initial temperature information for the temperature control target 200, and target temperature distribution information and thermal environment information for the heating device 10.
Inventors:
TADOKORO YOICHI (JP)
OOTAKE NANASE (JP)
OOTAKE NANASE (JP)
Application Number:
PCT/JP2023/036657
Publication Date:
April 11, 2024
Filing Date:
October 07, 2023
Export Citation:
Assignee:
TOYO SEIKAN GROUP HOLDINGS LTD (JP)
International Classes:
G06N20/00; B29C49/78
Attorney, Agent or Firm:
AOYAMA Jun (JP)
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