US Patent Issued to Banpu Innovation & Ventures on Nov. 18 for "Method and system for evaluation of system faults and failures of a green energy well system using physics and machine learning models" (Delaware Inventor)

ALEXANDRIA, Va., Nov. 18 -- United States Patent no. 12,475,391, issued on Nov. 18, was assigned to Banpu Innovation & Ventures LLC (Wilmington, Del.).

"Method and system for evaluation of system faults and failures of a green energy well system using physics and machine learning models" was invented by Othman Elkhomri (Wilmington, Del.).

According to the abstract* released by the U.S. Patent & Trademark Office: "A method of managing a well system includes: obtaining, by a digital twin manager and based on field well dynamics behavior data of the well system, emulated well dynamics behavior data using a physics-based model; obtaining, based on a predetermined monitoring criterion, predicted well dynamics behavior data of the well system u...