An exploratory multi-scale framework to reservoir digital twin

In order to make full use of the information provided in the physical reservoirs, including the production history and environmental conditions, the whole life cycle of reservoir discovery and recovery should be considered when mapping in the virtual space. A new concept of reservoir digital twin an...

Descripción completa

Guardado en:

Detalles Bibliográficos
Autores principales:	Tao Zhang, Shuyu Sun
Formato:	article
Lenguaje:	EN
Publicado:	Yandy Scientific Press 2021
Materias:	digital twin reservoir simulation multi-scale framework oil-water separation Engineering geology. Rock mechanics. Soil mechanics. Underground construction TA703-712 Geology QE1-996.5
Acceso en línea:	https://doaj.org/article/7ba9f1b3f513493ba9078969e5eb5317
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

id	oai:doaj.org-article:7ba9f1b3f513493ba9078969e5eb5317
record_format	dspace
spelling	oai:doaj.org-article:7ba9f1b3f513493ba9078969e5eb53172021-11-08T03:13:06ZAn exploratory multi-scale framework to reservoir digital twin10.46690/ager.2021.03.022208-598Xhttps://doaj.org/article/7ba9f1b3f513493ba9078969e5eb53172021-09-01T00:00:00Zhttps://www.yandy-ager.com/index.php/ager/article/view/344https://doaj.org/toc/2208-598XIn order to make full use of the information provided in the physical reservoirs, including the production history and environmental conditions, the whole life cycle of reservoir discovery and recovery should be considered when mapping in the virtual space. A new concept of reservoir digital twin and the exploratory multi-scale framework is proposed in this paper, covering a wide range of engineering processes related with the reservoirs, including the drainage, sorption and phase change in the reservoirs, as well as extended processes like injection, transportation and on-ﬁeld processing. The mathematical tool package for constructing the numerical description in the digital space for various engineering processes in the physical space is equipped with certain advanced models and algorithms developed by ourselves. For a macroscopic ﬂow problem, we can model it either in the Navier-Stokes scheme, suitable for the injection, transportation and oil-water separation processes, or in the Darcy scheme, suitable for the drainage and sorption processes. Lattice Boltzmann method can also be developed as a special discretization of the Navier-Stokes scheme, which is easy to be coupled with multiple distributions, for example, temperature ﬁeld, and a rigorous Chapman-Enskog expansion is performed to show the equivalence between the lattice Bhatnagar-Gross-Krook formulation and the corresponding Navier-Stokes equations and other macroscopic models. Based on the mathematical toolpackage, for various practical applications in petroleum engineering related with reservoirs, we can always ﬁnd the suitable numerical tools to construct a digital twin to simulate the operations, design the facilities and optimize the processes.Tao ZhangShuyu SunYandy Scientific Pressarticledigital twinreservoir simulationmulti-scale frameworkoil-water separationEngineering geology. Rock mechanics. Soil mechanics. Underground constructionTA703-712GeologyQE1-996.5ENAdvances in Geo-Energy Research, Vol 5, Iss 3, Pp 239-251 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	digital twin reservoir simulation multi-scale framework oil-water separation Engineering geology. Rock mechanics. Soil mechanics. Underground construction TA703-712 Geology QE1-996.5
spellingShingle	digital twin reservoir simulation multi-scale framework oil-water separation Engineering geology. Rock mechanics. Soil mechanics. Underground construction TA703-712 Geology QE1-996.5 Tao Zhang Shuyu Sun An exploratory multi-scale framework to reservoir digital twin
description	In order to make full use of the information provided in the physical reservoirs, including the production history and environmental conditions, the whole life cycle of reservoir discovery and recovery should be considered when mapping in the virtual space. A new concept of reservoir digital twin and the exploratory multi-scale framework is proposed in this paper, covering a wide range of engineering processes related with the reservoirs, including the drainage, sorption and phase change in the reservoirs, as well as extended processes like injection, transportation and on-ﬁeld processing. The mathematical tool package for constructing the numerical description in the digital space for various engineering processes in the physical space is equipped with certain advanced models and algorithms developed by ourselves. For a macroscopic ﬂow problem, we can model it either in the Navier-Stokes scheme, suitable for the injection, transportation and oil-water separation processes, or in the Darcy scheme, suitable for the drainage and sorption processes. Lattice Boltzmann method can also be developed as a special discretization of the Navier-Stokes scheme, which is easy to be coupled with multiple distributions, for example, temperature ﬁeld, and a rigorous Chapman-Enskog expansion is performed to show the equivalence between the lattice Bhatnagar-Gross-Krook formulation and the corresponding Navier-Stokes equations and other macroscopic models. Based on the mathematical toolpackage, for various practical applications in petroleum engineering related with reservoirs, we can always ﬁnd the suitable numerical tools to construct a digital twin to simulate the operations, design the facilities and optimize the processes.
format	article
author	Tao Zhang Shuyu Sun
author_facet	Tao Zhang Shuyu Sun
author_sort	Tao Zhang
title	An exploratory multi-scale framework to reservoir digital twin
title_short	An exploratory multi-scale framework to reservoir digital twin
title_full	An exploratory multi-scale framework to reservoir digital twin
title_fullStr	An exploratory multi-scale framework to reservoir digital twin
title_full_unstemmed	An exploratory multi-scale framework to reservoir digital twin
title_sort	exploratory multi-scale framework to reservoir digital twin
publisher	Yandy Scientific Press
publishDate	2021
url	https://doaj.org/article/7ba9f1b3f513493ba9078969e5eb5317
work_keys_str_mv	AT taozhang anexploratorymultiscaleframeworktoreservoirdigitaltwin AT shuyusun anexploratorymultiscaleframeworktoreservoirdigitaltwin AT taozhang exploratorymultiscaleframeworktoreservoirdigitaltwin AT shuyusun exploratorymultiscaleframeworktoreservoirdigitaltwin
_version_	1718443014290931712

An exploratory multi-scale framework to reservoir digital twin

Ejemplares similares