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:
Mar. 19, 2024

Filed:

Sep. 10, 2020
Applicant:

China University of Petroleum (East China), Shandong, CN;

Inventors:

Yongfei Yang, Shandong, CN;

Fugui Liu, Shandong, CN;

Jun Yao, Shandong, CN;

Huaisen Song, Shandong, CN;

Kai Zhang, Shandong, CN;

Lei Zhang, Shandong, CN;

Hai Sun, Shandong, CN;

Wenhui Song, Shandong, CN;

Yuanbo Wang, Shandong, CN;

Bozhao Xu, Shandong, CN;

Attorneys:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 18/214 (2023.01); G06N 3/045 (2023.01); G06N 3/088 (2023.01); G06T 5/00 (2006.01); G06T 7/11 (2017.01); G06T 7/62 (2017.01);
U.S. Cl.
CPC ...
G06F 18/2148 (2023.01); G06N 3/045 (2023.01); G06N 3/088 (2013.01); G06T 5/70 (2024.01); G06T 7/11 (2017.01); G06T 7/62 (2017.01); G06T 2207/20021 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/20084 (2013.01); G06T 2207/20152 (2013.01);
Abstract

The present disclosure provides a method and system for constructing a digital rock, and relates to the technical field of digital rocks. According to the method, a three-dimensional (3D) digital rock image that can reflect real rock information is obtained using an image scanning technology, and the image is preprocessed to obtain a digital rock training image for training a generative adversarial network (GAN). The trained GAN is stored to obtain a digital rock construction model. The stored digital rock construction model can be directly used to quickly construct a target digital rock image. This not only greatly reduces computational costs, but also reduces costs and time consumption for obtaining high-resolution sample images. In addition, the constructed target digital rock image can also reflect real rock information.


Find Patent Forward Citations

Loading…