Invention Grant
- Patent Title: Method of feedback controlling 3D printing process in real-time and 3D printing system for the same
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Application No.: US17124973Application Date: 2020-12-17
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Publication No.: US11484945B2Publication Date: 2022-11-01
- Inventor: Hoon Sohn , Ikgeun Jeon , Peipei Liu
- Applicant: Korea Advanced Institute of Science and Technology
- Applicant Address: KR Daejeon
- Assignee: Korea Advanced Institute of Science and Technology
- Current Assignee: Korea Advanced Institute of Science and Technology
- Current Assignee Address: KR Daejeon
- Agency: Daly, Crowley, Mofford & Durkee, LLP
- Priority: KR10-2019-0179192 20191231
- Main IPC: B22F10/85
- IPC: B22F10/85 ; B22F10/25 ; B22F10/36 ; B22F12/41 ; B22F12/90 ; B33Y50/02 ; G06T7/00 ; G06T7/50 ; B33Y10/00 ; B33Y30/00

Abstract:
A method of feedback controlling a 3D printing process in real time, and a system therefor are disclosed. The method includes collecting big data, generated through 3D printing experiments, related to process variables of 3D printing, measurement signals, and 3D printing quality of the 3D printing object; building an artificial neural network model by performing machine-learning based on the collected big data; evaluating whether or not a 3D printing quality of the 3D printing object is abnormal in real time based on an actual measurement signal of the 3D printing object and the artificial neural network model; and feedback controlling printing quality of the 3D printing object in real time based on the evaluation result of whether or not the 3D printing quality of the 3D printing object is abnormal.
Public/Granted literature
- US20210197283A1 METHOD OF FEEDBACK CONTROLLING 3D PRINTING PROCESS IN REAL-TIME AND 3D PRINTING SYSTEM FOR THE SAME Public/Granted day:2021-07-01
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