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:
Aug. 05, 2025
Filed:
Mar. 30, 2022
Saudi Arabian Oil Company, Dhahran, SA;
Ahmed I. Saihati, Saihat, SA;
Bader M. Otaibi, Dhahran, SA;
SAUDI ARABIAN OIL COMPANY, Dhahran, SA;
Abstract
A method may include obtaining drilling surface parameter data regarding one or more drilling parameters during a drilling operation for a wellbore. The method may further include obtaining geological data regarding one or more formations within a subsurface of the wellbore. The method may further include obtaining vibration data regarding various drilling operations for various wellbores. The method may further include determining a predicted vibration value of a bottomhole assembly in the drilling operation using a machine-learning model, the drilling surface parameter data, the geological data, the vibration data, and a rate of penetration (ROP) value regarding the bottomhole assembly. The method may further include determining an adjusted ROP value regarding the bottomhole assembly using the predicted vibration value and the ROP value. The method may further include transmitting a command to update the drilling operation based on the adjusted ROP value.