The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Jun. 20, 2023

Filed:

Jun. 06, 2022
Applicant:

National Cheng Kung University, Tainan, TW;

Inventors:

Haw-Ching Yang, Tainan, TW;

Yu-Lung Lo, Tainan, TW;

Hung-Chang Hsiao, Tainan, TW;

Shyh-Hau Wang, Tainan, TW;

Min-Chun Hu, Tainan, TW;

Chih-Hung Huang, Tainan, TW;

Fan-Tien Cheng, Tainan, TW;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
B29C 64/393 (2017.01); B33Y 10/00 (2015.01); G05B 19/4099 (2006.01); B29C 64/153 (2017.01); B23K 26/342 (2014.01); B33Y 30/00 (2015.01); B33Y 50/02 (2015.01); B22F 1/142 (2022.01); B22F 10/28 (2021.01); B22F 12/90 (2021.01); B22F 10/368 (2021.01); B22F 10/85 (2021.01); B29K 105/00 (2006.01); B22F 12/82 (2021.01); B22F 10/36 (2021.01); B22F 10/80 (2021.01);
U.S. Cl.
CPC ...
B33Y 10/00 (2014.12); B22F 1/142 (2022.01); B22F 10/28 (2021.01); B22F 10/368 (2021.01); B22F 10/85 (2021.01); B22F 12/90 (2021.01); B23K 26/342 (2015.10); B29C 64/153 (2017.08); B29C 64/393 (2017.08); B33Y 30/00 (2014.12); B33Y 50/02 (2014.12); G05B 19/4099 (2013.01); B22F 10/36 (2021.01); B22F 10/80 (2021.01); B22F 12/82 (2021.01); B29K 2105/251 (2013.01); G05B 2219/49023 (2013.01);
Abstract

An additive manufacturing (AM) method includes using an AM tool to fabricate a plurality of workpiece products; measuring qualities of the first workpiece products respectively; performing a temperature measurement on each of the melt pools on the powder bed during a fabrication of each of the workpiece products; performing photography on each of the melt pools on the powder bed during the fabrication of each of the workpiece products; extracting a length and a width of each of the melt pools; performing a melt-pool feature processing operation; building a conjecture model by using a plurality of sets of first process data and the actual metrology values of the first workpiece products in accordance with a prediction algorithm; and predicting a virtual metrology value of the second workpiece product by using the conjecture model based on a set of second process data.


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