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.
Patent No.:
Date of Patent:
Sep. 21, 2021
Filed:
Jul. 09, 2020
Saudi Arabian Oil Company, Dhahran, SA;
Hussain Alqattan, Hofuf, SA;
Saudi Arabian Oil Company, Dhahran, SA;
Abstract
Systems and methods for method for optimizing settings of a camera and microscope for capturing thin section images of a reservoir rock in a hydrocarbon reservoir. The method includes performing a frequency analysis of each pixel of the thin section image, associating each pixel in the thin section image with a class identifier selected from a plurality of class identifiers, each class identifier associated with range of frequencies, determining a percentage of pixels in each class identifier, determining a percentage of pixels comprising noise, generating a machine learning model using a structured data set, and determining, using the machine learning model, an optimized setting for the camera and an optimized setting for the microscope based on the thin section image with the least noise.