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:
Jan. 23, 2024

Filed:

Aug. 10, 2018
Applicant:

Hewlett-packard Development Company, L.p., Spring, TX (US);

Inventors:

He Luan, Palo Alto, CA (US);

Jun Zeng, Palo Alto, CA (US);

Assignee:
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
B33Y 50/02 (2015.01); B29C 64/20 (2017.01); G06N 3/08 (2023.01); B22F 10/85 (2021.01); G06N 3/044 (2023.01); G06N 3/045 (2023.01); G06F 30/27 (2020.01); B22F 10/20 (2021.01); B29C 64/393 (2017.01);
U.S. Cl.
CPC ...
B29C 64/20 (2017.08); B22F 10/85 (2021.01); B33Y 50/02 (2014.12); G06F 30/27 (2020.01); G06N 3/044 (2023.01); G06N 3/045 (2023.01); G06N 3/08 (2013.01); B22F 10/20 (2021.01); B29C 64/393 (2017.08);
Abstract

A system includes a machine readable storage medium storing instructions and a processor. The processor is to execute instructions to receive contone agent maps of a three-dimensional (3D) part and sensed thermal maps from the 3D printing of the 3D part on a 3D printer. The processor is to execute instructions to generate layer sequences including the contone agent maps and the sensed thermal map for each layer of the 3D part. The processor is to execute instructions to select training samples from the layer sequences having temperature intensity variations within each layer or between neighboring layers. The processor is to execute instructions to train a neural network using the training samples to generate a model to predict thermal behavior in the 3D printer.


Find Patent Forward Citations

Loading…