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:
May. 06, 2025
Filed:
Dec. 13, 2023
Schlumberger Technology Corporation, Sugar Land, TX (US);
Nader Salman, Tomball, TX (US);
Lukasz Zielinski, Arlington, MA (US);
SCHLUMBERGER TECHNOLOGY CORPORATION, Sugar Land, TX (US);
Abstract
Machine learning based methane emissions monitoring includes collecting sensor data from sensors and applying an augmentation model to the sensor data to form a regression training set. A classification training set for a classification model is created by replacing regression output values from the regression training set with classification output values. The classification output values include binary values. Machine learning based methane emissions monitoring further includes training the regression model with the regression training set to generate a regression prediction and training the classification model with the classification training set to generate a classification prediction.