ALEXANDRIA, Va., April 15 -- United States Patent no. 12,602,629, issued on April 14, was assigned to Typhon Technology Solutions (U.S.) LLC (The Woodlands, Texas).
"Using machine learning to predict fleet moves in hydraulic fracturing operations" was invented by Connor Moore Sinclair (The Woodlands, Texas) and Matthew James Vahsholtz (Conroe, Texas).
According to the abstract* released by the U.S. Patent & Trademark Office: "Activity data associated with a fleet move is received. The activity data is associated with performance of activities for one or more events according to a move play prescribed for the fleet move. A plurality of features associated with the activity data are extracted. The extracted features are input into a machine...