IP Library Granted Patent US 12,602,640
Granted Patent B2
US 12,602,640 · App. 17/264,450 · Granted Apr 14, 2026

Integrated capacity modelling system

Inventors: Hafez H. Hafez (Abu Dhabi, AE); Jamal Nasir Bahamaish (Abu Dhabi, AE); Yousof Al Mansoori (Abu Dhabi, AE); Luigi Saputelli (Houston, TX); Alvaro Escorcia (Houston, TX); Moataz Khalaf (Abu Dhabi, AE); Richard Mohan (Abu Dhabi, AE)
Assignee: Abu Dhabi National Oil Company
G06Q10/067E21B41/00G01V20/00G06F30/20G06Q10/06313G06Q10/06395G06Q10/103G06Q50/01G06Q50/02E21B43/00E21B2200/20G06Q10/063
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Quick Facts
Patent No.
US 12,602,640
App. No.
17/264,450
Granted
Apr 14, 2026
Kind
B2
Abstract

An integrated capacity modelling system for monitoring and controlling multiple oil and gas assets, the system comprising a data acquisition module, capable of acquiring upstream data, whereas upstream data may include information from the multiple oil and gas assets; a subsurface and surface processes simulation module, capable of simulating production and injection performance of multiple oil and gas assets from the reservoir to the sales delivery point; a data assimilation module, capable of extracting key features in the data for the purposes of calculating production capacity of multiple oil and gas assets from the acquired upstream data and from the simulation module and for building an asset capacity model thereof; a data presentation module, capable of presenting all the components of the asset capacity model of multiple oil and gas assets, wherein the presentation module is capable of presenting the asset capacity model of multiple oil and gas assets in nodes of a hierarchical structure of a plurality of levels; and a data distribution module, capable of distributing asset capacity of multiple oil and gas assets to multiple users using multiple applications.

Claims (59)

1 . An oil and gas system comprising:

oil and gas producing assets and facilities; and

an integrated capacity modelling system monitoring and controlling the oil and gas producing assets and facilities, the integrated capacity modelling system comprising:

a data acquisition module, capable of acquiring upstream data, whereas upstream data includes at least one of subsurface characteristics, well configuration, reservoir fluid, production and injection historical and forecast information from the oil and gas producing assets and facilities;

a subsurface and surface processes simulation module, capable of simulating production and injection performance of multiple oil and gas assets from the reservoir to the sales delivery point;

a data assimilation module, capable of extracting key features in the data for the purposes of calculating production capacity of multiple oil and gas assets from the acquired upstream data and from the simulation module and for building an asset capacity model thereof, whereas the asset capacity model is a hybrid model deriving the production potential, design capacity, production availability and opportunities for compensating production shortfall in the short and mid-term, wherein the asset capacity model is composed of individual models of multiple oil and gas assets and for each relevant material, namely, oil, water and gas and other associated constituents including carbon dioxide, nitrogen (N2), and hydrogen sulfide (H2S);

a data presentation module including a display window, the data presentation module capable of presenting all the components of the asset capacity model of multiple oil and gas assets, wherein the presentation module is capable of presenting the asset capacity model of multiple oil and gas assets in nodes of a hierarchical structure of a plurality of levels on the display window; and

a data distribution module including at least one of a desktop application, a mobile device application, a wire-bound network, and a wireless network, the data distribution module capable of distributing asset capacity of multiple oil and gas assets to multiple users using multiple applications;

wherein the data presentation module is capable of collapsing and expanding the nodes of the asset data of multiple oil and gas assets of a particular level in the asset capacity model to present more general or more detailed asset data.

2 . The oil and gas system according to claim 1 , wherein the node is a self-collapsing node.

3 . The oil and gas system according to claim 1 , wherein the node represents a single oil and gas well or single equipment, or a group of wells or equipment, or a field or production facility.

4 . An oil and gas system comprising:

oil and gas producing assets and facilities; and

an integrated capacity modelling system monitoring and controlling the oil and gas producing assets and facilities, the integrated capacity modelling system comprising:

a data acquisition module, capable of acquiring upstream data, whereas upstream data includes one or more of subsurface characteristics, well configuration, reservoir fluid, and production and injection historical and forecast information from the oil and gas producing assets and facilities;

a subsurface and surface processes simulation module, capable of simulating production and injection performance of multiple oil and gas assets from the reservoir to the sales delivery point,

a data assimilation module, capable of extracting key features in the data for the purposes of calculating production capacity of multiple oil and gas assets from the acquired upstream data and from the simulation module and for building an asset capacity model thereof, whereas the asset capacity model is a hybrid model deriving the production potential, design capacity, production availability and opportunities for compensating production shortfall in the short and mid-term, wherein the asset capacity model is composed of individual models of multiple oil and gas assets and for each relevant material, namely, oil, water and gas and other associated constituents including carbon dioxide, nitrogen (N2), and hydrogen sulfide (H2S);

a data presentation module including a display window, the data presentation module capable of presenting all the components of the asset capacity model of multiple oil and gas assets, wherein the presentation module is capable of presenting the asset capacity model of multiple oil and gas assets in nodes of a hierarchical structure of a plurality of levels on the display window; and

a data distribution module including at least one of a desktop application, a mobile device application, a wire-bound network, and a wireless network, the data distribution module capable of distributing asset capacity of multiple oil and gas assets to multiple users using multiple applications;

wherein the subsurface and surface processes simulation module is further capable of calculating the performance and the uncertainty of water cut of multiple oil and gas assets and wherein the data presentation module, is capable of presenting the performance and the uncertainty water cut of multiple oil and gas assets in a hierarchical structure of a plurality of levels.

5 . An oil and gas system comprising:

oil and gas producing assets and facilities; and

an integrated capacity modelling system monitoring and controlling the oil and gas producing assets and facilities, the integrated capacity modelling system comprising:

a data acquisition module, capable of acquiring upstream data, whereas upstream data may include subsurface characteristics and/or well configuration and/or reservoir fluid and/or production and injection historical and forecast information from the oil and gas producing assets and facilities;

a subsurface and surface processes simulation module, capable of simulating production and injection performance of multiple oil and gas assets from the reservoir to the sales delivery point;

a data assimilation module, capable of extracting key features in the data for the purposes of calculating production capacity of multiple oil and gas assets from the acquired upstream data and from the simulation module and for building an asset capacity model thereof, whereas the asset capacity model is a hybrid model deriving the production potential, design capacity, production availability and opportunities for compensating production shortfall in the short and mid-term, wherein the asset capacity model is composed of individual models of multiple oil and gas assets and for each relevant material, namely, oil, water and gas and other associated constituents including carbon dioxide, nitrogen (N2), and hydrogen sulfide (H2S);

a data presentation module including a display window, the data presentation module capable of presenting all the components of the asset capacity model of multiple oil and gas assets, wherein the presentation module is capable of presenting the asset capacity model of multiple oil and gas assets in nodes of a hierarchical structure of a plurality of levels on the display window; and

a data distribution module including at least one of a desktop application, a mobile device application, a wire-bound network, and a wireless network, the data distribution module capable of distributing asset capacity of multiple oil and gas assets to multiple users using multiple applications;

wherein the data assimilation module is further capable of calculating the performance and the uncertainty of oil-gas ratio of multiple oil and gas assets and wherein the data presentation module, is capable of presenting the performance and the uncertainty of oil-gas ratio of multiple oil and gas assets in a hierarchical structure of a plurality of levels.

6 . An oil and gas system comprising:

oil and gas producing assets and facilities; and

an integrated capacity modelling system monitoring and controlling the oil and gas producing assets and facilities, the integrated capacity modelling system comprising:

a data acquisition module, capable of acquiring upstream data, whereas upstream data may include subsurface characteristics and/or well configuration and/or reservoir fluid and/or production and injection historical and forecast information from the oil and gas producing assets and facilities;

a subsurface and surface processes simulation module, capable of simulating production and injection performance of multiple oil and gas assets from the reservoir to the sales delivery point;

a data assimilation module, capable of extracting key features in the data for the purposes of calculating production capacity of multiple oil and gas assets from the acquired upstream data and from the simulation module and for building an asset capacity model thereof, whereas the asset capacity model is a hybrid model deriving the production potential, design capacity, production availability and opportunities for compensating production shortfall in the short and mid-term, wherein the asset capacity model is composed of individual models of multiple oil and gas assets and for each relevant material, namely, oil, water and gas and other associated constituents including carbon dioxide, nitrogen (N2), and hydrogen sulfide (H2S);

a data presentation module including a display window, the data presentation module capable of presenting all the components of the asset capacity model of multiple oil and gas assets, wherein the presentation module is capable of presenting the asset capacity model of multiple oil and gas assets in nodes of a hierarchical structure of a plurality of levels on the display window; and

a data distribution module including at least one of a desktop application, a mobile device application, a wire-bound network, and a wireless network, the data distribution module capable of distributing asset capacity of multiple oil and gas assets to multiple users using multiple applications;

wherein the data assimilation module uses hybrid models including a combination of multivariate regressive models with pre-conceived model structures.

7 . The oil and gas system according to claim 1 , wherein the data assimilation module establishes asset and node performance by selecting the most suitable production and injection historic and physics-based simulated data, as well as from physical characteristics of elements of the node.

8 . The oil and gas system according to claim 1 , wherein the subsurface and surface processes simulation module, automatically represents any determined segment of the production and injection network using the most suitable proxy type and granularity.

9 . An oil and gas system comprising:

oil and gas producing assets and facilities; and

an integrated capacity modelling system monitoring and controlling the oil and gas producing assets and facilities, the integrated capacity modelling system comprising:

a data acquisition module, capable of acquiring upstream data, whereas upstream data may include subsurface characteristics and/or well configuration and/or reservoir fluid and/or production and injection historical and forecast information from the oil and gas producing assets and facilities;

a subsurface and surface processes simulation module, capable of simulating production and injection performance of multiple oil and gas assets from the reservoir to the sales delivery point;

a data assimilation module, capable of extracting key features in the data for the purposes of calculating production capacity of multiple oil and gas assets from the acquired upstream data and from the simulation module and for building an asset capacity model thereof, whereas the asset capacity model is a hybrid model deriving the production potential, design capacity, production availability and opportunities for compensating production shortfall in the short and mid-term, wherein the asset capacity model is composed of individual models of multiple oil and gas assets and for each relevant material, namely, oil, water and gas and other associated constituents including carbon dioxide, nitrogen (N2), and hydrogen sulfide (H2S);

a data presentation module including a display window, the data presentation module capable of presenting all the components of the asset capacity model of multiple oil and gas assets, wherein the presentation module is capable of presenting the asset capacity model of multiple oil and gas assets in nodes of a hierarchical structure of a plurality of levels on the display window; and

a data distribution module including at least one of a desktop application, a mobile device application, a wire-bound network, and a wireless network, the data distribution module capable of distributing asset capacity of multiple oil and gas assets to multiple users using multiple applications;

wherein the subsurface and surface processes simulation module, automatically updates the reservoir performance parameters using the variation in production and injection resulting from surface equipment downtime, wherein the reservoir performance parameters are provided to the data assimilation module without the need to recur to external simulator.

10 . The oil and gas system according to claim 1 , wherein the subsurface and surface processes simulation module, uses a fluid model and/or pseudo-components which are automatically established and tuned for any segment of the production/injection network of the oil and gas producing assets and facilities.

11 . The oil and gas system according to claim 1 , wherein the subsurface and surface processes simulation module, possess a self-collapsing node algorithm to model and represent the production and injection performance of multiple oil and gas assets, as applicable to represent current condition or performance, current capacity or future projects, and in response to algorithmic recognition of a set of given conditions in the asset capacity model.

12 . The oil and gas system according to claim 1 , wherein the data distribution module, is capable to operate a multiple asset, multiple operating company, multiple products and phases integrated network model to manage and optimize utilization of current and future capacity, having segments of the asset capacity model that are operated by multiple stakeholders under different operating agreements and terms.

13 . The oil and gas system according to claim 1 , wherein the subsurface and surface processes simulation module, identifies the segment(s) of the production/injection network in which resource or capacity would be constrained, and does not amend those segments that are not actively affected by new projects.

14 . The oil and gas system according to claim 1 , wherein the subsurface and surface processes simulation module, combines proxy representation of segments of the network with algorithms to build topologies to represent new current representation of network segments.

15 . The oil and gas system according to claim 1 , wherein the data distribution module, deploys a scenario evaluation capability in the form of a desktop or mobile device application.

16 . The oil and gas system according to claim 1 , wherein the data distribution module, provides a standalone application with online connectivity and secure-corporate limited social network integration.

17 . The oil and gas system according to claim 1 , wherein the data distribution module, provides a mobile device business application, comprising an algorithmic engine that uses local models, input from the scenarios generated by the subsurface and surface processes simulation module, frequent updates of production and injection data, and inputs from the company's social network interactions from stakeholders.

18 . The oil and gas system according to claim 1 , wherein the data distribution module, raises and tracks call-for-actions whenever an exception on the performance is detected by the integrated capacity model system or a production and an injection target need to be changed, for seeking interactions and approval from guided and traceable electronic remote collaboration between relevant stakeholders.

19 . The oil and gas system according to claim 1 , wherein the data distribution module, raises and tracks call-for-actions related to poor data and model quality, for seeking interactions and approvals from guided and traceable electronic remote collaboration between relevant stakeholders.

Assignments (1)
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Jun 13, 2022
From: HAFEZ, HAFEZ H.; BAHAMAISH, JAMAL NASIR; AL MANSOORI, YOUSOF; SAPUTELLI, LUIGI; ESCORCIA, ALVARO; KHALAF, MOATAZ; MOHAN, RICHARD
To: ABU DHABI NATIONAL OIL COMPANY
Reel/Frame 060182/0232 →
Continuity (1)
Related Publication 20210312348A1 · Oct 7, 2021
References Cited (21)
US 8078328B2 · Malki et al. · 2011 [cited by applicant]
US 8775141B2 · Raphael · 2014 [cited by applicant]
US 9228415B2 · Ingham · 2016 [cited by examiner]
US 10087721B2 · Dachang et al. · 2018 [cited by applicant]
US 10677022B2 · Fleming et al. · 2020 [cited by applicant]
US 20070192073A1 · Singh et al. · 2007 [cited by applicant]
US 20090276156A1 · Kragas et al. · 2009 [cited by applicant]
US 20140379317A1 · Sanden · 2014 [cited by examiner]
US 20160154907A1 · Halabe · 2016 [cited by examiner]
US 20160289579A1 · Gonzalez · 2016 [cited by examiner]
US 20170336811A1 · Stone et al. · 2017 [cited by applicant]
CN 101379271A · 2009 [cited by applicant]
CN 107153755A · 2017 [cited by applicant]
WO 2013188087 · 2013 [cited by applicant]
WO 2017002048 · 2017 [cited by applicant]
Plaisant, C., et al. “Using visualization tools to gain insight into your data.” SPE Annual Technical Conference and Exhibition?. SPE, 2003. (Year: 2003). [cited by examiner]
Original and English Translation of the Chinese First Office Action issued for corresponding Chinese Application No. 201880096237.0, dated Aug. 8, 2022. [cited by applicant]
Austrian Patent Office, International Search Report and Written Opinion for PCT/IB2018/055725, Mar. 4, 2019. [cited by applicant]
David Richard Mohan et al., “Upstream Data Architecture and Data Governance Framework for Efficient Integrated Upstream Workflows and Operations,” Nov. 15, 2017, pp. 1-6, XP055886807, DOI: 10.2118/188962-MS. [cited by applicant]
Extended European Search Report for EP18928175.1 dated Feb. 16, 2022. [cited by applicant]
Allan, David: “Integrated Asset Modelling”, Oilfield Review, 2016, pp. 1-2, XP009526001, Retrieved from the Internet; URL: https://www.slb.com/resource-library/oilfield-review/defining-series/defining-integrated-asset-m… [cited by applicant]