Invention Grant
- Patent Title: Determining a technical limit for a drilling operation using a machine learning algorithm
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Application No.: US17344031Application Date: 2021-06-10
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Publication No.: US11976544B2Publication Date: 2024-05-07
- Inventor: Damian Antonio Martinez
- Applicant: Landmark Graphics Corporation
- Applicant Address: US TX Houston
- Assignee: Landmark Graphics Corporation
- Current Assignee: Landmark Graphics Corporation
- Current Assignee Address: US TX Houston
- Agency: Kilpatrick Townsend & Stockton LLP
- Main IPC: E21B44/00
- IPC: E21B44/00 ; E21B44/02 ; E21B47/04 ; E21B49/00 ; E21B47/12

Abstract:
A system can determine an accurate technical limit for a wellbore drilling operation using machine learning. A computing device can receive real-time data of the wellbore drilling operation; apply a machine-learning algorithm to the real-time data to determine a lost connection of the wellbore drilling operation; apply the machine-learning algorithm to determine correlations between the real-time data and historic drilling reports; and determine the technical limit for the wellbore drilling operation based on the correlations.
Public/Granted literature
- US20220025756A1 DETERMINING A TECHNICAL LIMIT FOR A DRILLING OPERATION USING A MACHINE LEARNING ALGORITHM Public/Granted day:2022-01-27
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