公开(公告)号：US20220207059A1

公开(公告)日：2022-06-30

申请号：US17137203

申请日：2020-12-29

Applicant: Landmark Graphics Corporation

Inventor： Qinghua Wang ,  Naga Balaji Govindaraju ,  Hui Dong ,  Hanife Meftun Erdogan ,  Dong Li

IPC: G06F16/28 ,  G06F11/34 ,  G06K9/62 ,  G06N20/00

Abstract: An intelligent data management system leverages heterogeneous database technologies and cloud technology to manage data for reservoir simulations across the lifetime of a corresponding energy asset(s) and facilitates access of that data by various consumers despite changing compute platforms and adoption of open source paradigms. The intelligent data management system identifies the various data units that constitute a reservoir simulation output for storage and organization. The intelligent data management system organizes the constituent data units across a file system and object database based on correspondence with different simulation run attributes: project, study, and model. The intelligent data management system also learns to specify or guide configuration of simulation runs.

公开(公告)号：US11797577B2

公开(公告)日：2023-10-24

申请号：US17137203

申请日：2020-12-29

Applicant: Landmark Graphics Corporation

Inventor： Qinghua Wang ,  Naga Balaji Govindaraju ,  Hui Dong ,  Hanife Meftun Erdogan ,  Dong Li

IPC: G06F16/28 ,  G06N20/00 ,  G06F11/34 ,  G06F18/214 ,  G01V99/00 ,  E21B41/00 ,  G06Q10/00

CPC classification number: G06F16/285 ,  G06F11/3409 ,  G06F16/282 ,  G06F18/2148 ,  G06N20/00 ,  G01V99/005

Abstract: An intelligent data management system leverages heterogeneous database technologies and cloud technology to manage data for reservoir simulations across the lifetime of a corresponding energy asset(s) and facilitates access of that data by various consumers despite changing compute platforms and adoption of open source paradigms. The intelligent data management system identifies the various data units that constitute a reservoir simulation output for storage and organization. The intelligent data management system organizes the constituent data units across a file system and object database based on correspondence with different simulation run attributes: project, study, and model. The intelligent data management system also learns to specify or guide configuration of simulation runs.

公开(公告)号：US11493664B2

公开(公告)日：2022-11-08

申请号：US16640300

申请日：2019-03-04

Applicant: LANDMARK GRAPHICS CORPORATION

Inventor： Srinath Madasu ,  Hanife Meftun Erdogan ,  Keshava Prasad Rangarajan

IPC: G06N3/08 ,  E21B43/11 ,  G01V99/00 ,  G06N5/04 ,  E21B43/26 ,  E21B49/00 ,  G01V1/40

Abstract: A system for determining completion parameters for a wellbore includes a sensor and a computing device. The sensor can be positioned at a surface of a wellbore to detect data prior to finishing a completion stage for the wellbore. The computing device can receive the data, perform a history match for simulation and production using the sensor data and historical data, generate inferred data for completion parameters using the historical data identified during the history match, predict stimulated area and production by inputting the inferred data into a neural network model, determine completion parameters for the wellbore using Bayesian optimization on the stimulated area and production from the neural network model, profit maximization, and output the completion parameters for determining completion decisions for the wellbore.

公开(公告)号：US12147738B2

公开(公告)日：2024-11-19

申请号：US17305041

申请日：2021-06-29

Applicant: Landmark Graphics Corporation

Inventor： Qinghua Wang ,  Hanife Meftun Erdogan ,  Dong Li

IPC: G06F30/20 ,  G01V20/00 ,  G06F111/10

Abstract: Hybrid computing that utilizes a computer processor coupled to one or more graphical processing units (GPUs) is configured to perform computations that generate outputs related to reservoir simulations associated with formations that may include natural gas and oil reservoirs.

公开(公告)号：US20220414285A1

公开(公告)日：2022-12-29

申请号：US17305041

申请日：2021-06-29

Applicant: Landmark Graphics Corporation

Inventor： Qinghua Wang ,  Hanife Meftun Erdogan ,  Dong Li

IPC: G06F30/20 ,  G01V99/00

Abstract: Hybrid computing that utilizes a computer processor coupled to one or more graphical processing units (GPUs) is configured to perform computations that generate outputs related to reservoir simulations associated with formations that may include natural gas and oil reservoirs.