公开(公告)号：US20210079925A1

公开(公告)日：2021-03-18

申请号：US16793020

申请日：2020-02-18

Applicant: INDUSTRIAL TECHNOLOGY RESEARCH INSTITUTE

Inventor： Ming-Hsiang Hsu ,  Chun-Chieh Wang ,  Hung-Tsai Wu

IPC: F04D27/00 ,  F04D19/04 ,  G06K9/62 ,  G06N3/08 ,  G06N20/00

Abstract: A data processing method is proposed, including: sensing, via at least one sensing portion, target information of a target device; receiving and processing, via an electronic device, the target information of the sensing portion to form feature information; processing, via the electronic device, the feature information into a label matrix, and establishing, via an artificial intelligence training method, a target model based on the label matrix; and after the electronic device captures real-time information of the target device, predicting, via the target model, a life limit of the target device, wherein a content of the target information is corresponding to a content of the real-time information. Thus, a good target model is constituted and is advantageous in training artificial intelligence by processing the feature information into the label matrix.

公开(公告)号：US11454243B2

公开(公告)日：2022-09-27

申请号：US16793020

申请日：2020-02-18

Applicant: INDUSTRIAL TECHNOLOGY RESEARCH INSTITUTE

Inventor： Ming-Hsiang Hsu ,  Chun-Chieh Wang ,  Hung-Tsai Wu

IPC: F04D27/00 ,  F04D19/04 ,  G06N20/00 ,  G06K9/62 ,  G06N3/08

Abstract: A data processing method is proposed, including: sensing, via at least one sensing portion, target information of a target device; receiving and processing, via an electronic device, the target information of the sensing portion to form feature information; processing, via the electronic device, the feature information into a label matrix, and establishing, via an artificial intelligence training method, a target model based on the label matrix; and after the electronic device captures real-time information of the target device, predicting, via the target model, a life limit of the target device, wherein a content of the target information is corresponding to a content of the real-time information. Thus, a good target model is constituted and is advantageous in training artificial intelligence by processing the feature information into the label matrix.