Quang N Tran

US Patent:

20230111179, Apr 13, 2023

Filed:

Sep 30, 2022

Appl. No.:

17/936919

Inventors:

- Houston TX, US
Thuy Nguyen - Houston TX, US
Quang Tran - Houston TX, US

International Classification:

E21B 49/08

Abstract:

A method of predicting an output of oil and gas production in a hydrocarbon reservoir of a current and future producing well using a neural network model, includes receiving a data set comprising a plurality of parameters of the hydrocarbon reservoir at a wellsite. The method also includes using the data set to generate a plurality of simulation curves of the hydrocarbon reservoir, each parameter of the plurality of parameters has a range, and the range is adjustable, and the wellsite includes a wellbore penetrating a subterranean formation to extract reserves from the hydrocarbon reservoir. The method also includes performing a simulation, based on the range of each said parameter of the plurality of parameters, of the hydrocarbon reservoir. The method also includes downloading the plurality of simulation curves into a local server to prepare training data for training the neural network model.