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.

Date of Patent:
Jul. 15, 2025

Filed:

Aug. 21, 2020
Applicant:

Landmark Graphics Corporation, Houston, TX (US);

Inventors:

Keshava Prasad Rangarajan, Sugarland, TX (US);

Raja Vikram R. Pandya, Katy, TX (US);

Srinath Madasu, Houston, TX (US);

Shashi Dande, Spring, TX (US);

Assignee:

Landmark Graphics Corporation, Houston, TX (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G01V 1/40 (2006.01); G01V 20/00 (2024.01); G06F 18/214 (2023.01); G06F 30/27 (2020.01); G06N 5/04 (2023.01); G06N 7/01 (2023.01); G06N 20/00 (2019.01); H04L 9/00 (2022.01); H04L 9/06 (2006.01); H04L 9/32 (2006.01);
U.S. Cl.
CPC ...
G01V 1/40 (2013.01); G01V 20/00 (2024.01); G06F 18/214 (2023.01); G06F 30/27 (2020.01); G06N 5/04 (2013.01); G06N 7/01 (2023.01); G06N 20/00 (2019.01); H04L 9/006 (2013.01); H04L 9/0637 (2013.01); H04L 9/0643 (2013.01); H04L 9/3247 (2013.01); E21B 2200/20 (2020.05); E21B 2200/22 (2020.05); H04L 9/50 (2022.05);
Abstract

A system, for controlling well site operations, comprising a machine learning engine, a predictive engine, a node system stack, and a blockchain. The learning engine includes a machine learning algorithm, an algorithmically generated earth model, and control variables. The learning algorithm generates a trained data model using the algorithmically generated earth model. The predictive engine includes an Artificial Intelligence (AI) algorithm. The AI algorithm generates a trained AI algorithm using the trained data model and earth model variables using the trained AI algorithm. The system stack is communicable coupled to the predictive engine, the learning engine, the blockchain, sensors, and a machine controller. The blockchain having a genesis block and a plurality of subsequent blocks. Each subsequent block comprising a well site entry and a hash of a previous entry. The well site entry comprises transacted operation control variables. The transacted variables are based on the generated earth model variables.


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