18492915. LONG-TERM TREND ANALYSIS FOR EQUIPMENT FOR WELL SYSTEMS (Halliburton Energy Services, Inc.)
LONG-TERM TREND ANALYSIS FOR EQUIPMENT FOR WELL SYSTEMS
Organization Name
Halliburton Energy Services, Inc.
Inventor(s)
Christina Marie Harrington of Tulsa OK US
Bobby Neal Armstrong of Tulsa OK US
Travis Chet Johnson of Tulsa OK US
LONG-TERM TREND ANALYSIS FOR EQUIPMENT FOR WELL SYSTEMS
This abstract first appeared for US patent application 18492915 titled 'LONG-TERM TREND ANALYSIS FOR EQUIPMENT FOR WELL SYSTEMS
Original Abstract Submitted
Disclosed are systems, apparatuses, methods, and computer readable medium for long term trend analysis for equipment for well systems. A method includes: receiving first measurement data associated with or from equipment submersed into a downhole environment during a portion of a current operation for extracting materials from the downhole environment at a pumping system for a well; normalizing the first measurement data; removing portions of normalized data that are associated with scale; combining the normalized data with previous data into complete well data, wherein the previous data is associated with previous runs of the downhole environment; providing the complete well data into a first machine learning model for identifying trends associated with the complete well data; receiving labels associated with operation of a first equipment from the first machine learning model; and displaying information pertaining to trends and events associated with an entirety of the current operation.