US Patent Issued to SCHLUMBERGER TECHNOLOGY on May 6 for "Machine learning based methane emissions monitoring" (Texas, Massachusetts Inventors)

ALEXANDRIA, Va., June 10 -- United States Patent no. 12,292,310, issued on May 6, was assigned to SCHLUMBERGER TECHNOLOGY Corp. (Sugar Land, Texas).

"Machine learning based methane emissions monitoring" was invented by Nader Salman (Tomball, Texas) and Lukasz Zielinski (Arlington, Mass.).

According to the abstract* released by the U.S. Patent & Trademark Office: "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 out...