From Fluid Flow to Coupled Processes in Fractured Rock: Recent Advances and New Frontiers

Quantitative predictions of natural and induced phenomena in fractured rock is one of the great challenges in the Earth and Energy Sciences with far‐reaching economic and environmental impacts. Fractures occupy a very small volume of a subsurface formation but often dominate fluid flow, solute trans...

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Veröffentlicht in:Reviews of geophysics (1985) 2022-03, Vol.60 (1), p.n/a
Hauptverfasser: Viswanathan, H. S., Ajo‐Franklin, J., Birkholzer, J. T., Carey, J. W., Guglielmi, Y., Hyman, J. D., Karra, S., Pyrak‐Nolte, L. J., Rajaram, H., Srinivasan, G., Tartakovsky, D. M.
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container_title Reviews of geophysics (1985)
container_volume 60
creator Viswanathan, H. S.
Ajo‐Franklin, J.
Birkholzer, J. T.
Carey, J. W.
Guglielmi, Y.
Hyman, J. D.
Karra, S.
Pyrak‐Nolte, L. J.
Rajaram, H.
Srinivasan, G.
Tartakovsky, D. M.
description Quantitative predictions of natural and induced phenomena in fractured rock is one of the great challenges in the Earth and Energy Sciences with far‐reaching economic and environmental impacts. Fractures occupy a very small volume of a subsurface formation but often dominate fluid flow, solute transport and mechanical deformation behavior. They play a central role in CO2 sequestration, nuclear waste disposal, hydrogen storage, geothermal energy production, nuclear nonproliferation, and hydrocarbon extraction. These applications require predictions of fracture‐dependent quantities of interest such as CO2 leakage rate, hydrocarbon production, radionuclide plume migration, and seismicity; to be useful, these predictions must account for uncertainty inherent in subsurface systems. Here, we review recent advances in fractured rock research covering field‐ and laboratory‐scale experimentation, numerical simulations, and uncertainty quantification. We discuss how these have greatly improved the fundamental understanding of fractures and one's ability to predict flow and transport in fractured systems. Dedicated field sites provide quantitative measurements of fracture flow that can be used to identify dominant coupled processes and to validate models. Laboratory‐scale experiments fill critical knowledge gaps by providing direct observations and measurements of fracture geometry and flow under controlled conditions that cannot be obtained in the field. Physics‐based simulation of flow and transport provide a bridge in understanding between controlled simple laboratory experiments and the massively complex field‐scale fracture systems. Finally, we review the use of machine learning‐based emulators to rapidly investigate different fracture property scenarios and accelerate physics‐based models by orders of magnitude to enable uncertainty quantification and near real‐time analysis. Plain Language Summary Some of the greatest challenges currently facing humanity have roots in the Earth and Energy Sciences. Policymakers rely on scientific research to answer questions related to the transition to green renewable energy, mitigate the climate crisis, and ensure global stability with reliable energy and water resources. A common thread in addressing these societal issues with far‐reaching economic and environmental impacts is the prediction of flow and transport in subsurface systems in the Earth, particularly in fractured rock. The need to predict, optimize and ultimately
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S. ; Ajo‐Franklin, J. ; Birkholzer, J. T. ; Carey, J. W. ; Guglielmi, Y. ; Hyman, J. D. ; Karra, S. ; Pyrak‐Nolte, L. J. ; Rajaram, H. ; Srinivasan, G. ; Tartakovsky, D. M.</creator><creatorcontrib>Viswanathan, H. S. ; Ajo‐Franklin, J. ; Birkholzer, J. T. ; Carey, J. W. ; Guglielmi, Y. ; Hyman, J. D. ; Karra, S. ; Pyrak‐Nolte, L. J. ; Rajaram, H. ; Srinivasan, G. ; Tartakovsky, D. M. ; Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States) ; Purdue Univ., West Lafayette, IN (United States) ; Los Alamos National Laboratory (LANL), Los Alamos, NM (United States)</creatorcontrib><description>Quantitative predictions of natural and induced phenomena in fractured rock is one of the great challenges in the Earth and Energy Sciences with far‐reaching economic and environmental impacts. Fractures occupy a very small volume of a subsurface formation but often dominate fluid flow, solute transport and mechanical deformation behavior. They play a central role in CO2 sequestration, nuclear waste disposal, hydrogen storage, geothermal energy production, nuclear nonproliferation, and hydrocarbon extraction. These applications require predictions of fracture‐dependent quantities of interest such as CO2 leakage rate, hydrocarbon production, radionuclide plume migration, and seismicity; to be useful, these predictions must account for uncertainty inherent in subsurface systems. Here, we review recent advances in fractured rock research covering field‐ and laboratory‐scale experimentation, numerical simulations, and uncertainty quantification. We discuss how these have greatly improved the fundamental understanding of fractures and one's ability to predict flow and transport in fractured systems. Dedicated field sites provide quantitative measurements of fracture flow that can be used to identify dominant coupled processes and to validate models. Laboratory‐scale experiments fill critical knowledge gaps by providing direct observations and measurements of fracture geometry and flow under controlled conditions that cannot be obtained in the field. Physics‐based simulation of flow and transport provide a bridge in understanding between controlled simple laboratory experiments and the massively complex field‐scale fracture systems. Finally, we review the use of machine learning‐based emulators to rapidly investigate different fracture property scenarios and accelerate physics‐based models by orders of magnitude to enable uncertainty quantification and near real‐time analysis. Plain Language Summary Some of the greatest challenges currently facing humanity have roots in the Earth and Energy Sciences. Policymakers rely on scientific research to answer questions related to the transition to green renewable energy, mitigate the climate crisis, and ensure global stability with reliable energy and water resources. A common thread in addressing these societal issues with far‐reaching economic and environmental impacts is the prediction of flow and transport in subsurface systems in the Earth, particularly in fractured rock. The need to predict, optimize and ultimately control fractured subsurface systems is an increasingly important topic, with 80% of the US energy resources and 50% of its drinking water supply coming from the subsurface. In this review, we describe the state‐of‐the‐art research on flow and transport in fracture systems and the path forward for the integration of field observations, laboratory experiments, predictive modeling, and uncertainty quantification to enable more efficient and environmentally prudent usage of critical subsurface resources. Key Points Understanding and predicting fractured systems requires integrating field and lab experiments, simulation and uncertainty quantification Densely monitored field sites and in situ lab experiments provide quantitative measures of flow and transport that can constrain models Physics‐based models with machine‐learning emulators enable uncertainty quantification of flow and transport in complex fracture networks</description><identifier>ISSN: 8755-1209</identifier><identifier>EISSN: 1944-9208</identifier><identifier>DOI: 10.1029/2021RG000744</identifier><language>eng</language><publisher>Washington: Blackwell Publishing Ltd</publisher><subject>Bridges ; Carbon dioxide ; Carbon dioxide fixation ; Carbon sequestration ; Clean energy ; climate and environment ; Controlled conditions ; coupled processes ; Deformation ; Drinking water ; Earth ; Earth Sciences ; Economics ; Emulators ; Energy ; Energy resources ; Energy sources ; Energy storage ; Environmental impact ; Environmental management ; Experimentation ; Experiments ; flow ; Fluid dynamics ; Fluid flow ; Fractures ; fractures, subsurface flow and transport, coupled processes ; GEOSCIENCES ; Geothermal energy ; Hydrocarbons ; Hydrogen ; Hydrogen storage ; Laboratories ; Laboratory experiments ; Learning behaviour ; Machine learning ; Mathematical models ; Mechanical properties ; Numerical simulations ; Physics ; Prediction models ; Predictions ; Radioactive waste disposal ; Radioactive wastes ; Radioisotopes ; Renewable energy ; Renewable resources ; Resource management ; Reviews ; Rocks ; Scientific research ; Seismicity ; Solute transport ; Solutes ; subsurface flow and transport ; Transport ; transport and coupled processes in fractured systems ; Uncertainty ; uncertainty quantification ; Waste disposal ; Water resources ; Water supply</subject><ispartof>Reviews of geophysics (1985), 2022-03, Vol.60 (1), p.n/a</ispartof><rights>2022. 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Physics‐based simulation of flow and transport provide a bridge in understanding between controlled simple laboratory experiments and the massively complex field‐scale fracture systems. Finally, we review the use of machine learning‐based emulators to rapidly investigate different fracture property scenarios and accelerate physics‐based models by orders of magnitude to enable uncertainty quantification and near real‐time analysis. Plain Language Summary Some of the greatest challenges currently facing humanity have roots in the Earth and Energy Sciences. Policymakers rely on scientific research to answer questions related to the transition to green renewable energy, mitigate the climate crisis, and ensure global stability with reliable energy and water resources. A common thread in addressing these societal issues with far‐reaching economic and environmental impacts is the prediction of flow and transport in subsurface systems in the Earth, particularly in fractured rock. The need to predict, optimize and ultimately control fractured subsurface systems is an increasingly important topic, with 80% of the US energy resources and 50% of its drinking water supply coming from the subsurface. In this review, we describe the state‐of‐the‐art research on flow and transport in fracture systems and the path forward for the integration of field observations, laboratory experiments, predictive modeling, and uncertainty quantification to enable more efficient and environmentally prudent usage of critical subsurface resources. 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M.</au><aucorp>Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)</aucorp><aucorp>Purdue Univ., West Lafayette, IN (United States)</aucorp><aucorp>Los Alamos National Laboratory (LANL), Los Alamos, NM (United States)</aucorp><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>From Fluid Flow to Coupled Processes in Fractured Rock: Recent Advances and New Frontiers</atitle><jtitle>Reviews of geophysics (1985)</jtitle><date>2022-03</date><risdate>2022</risdate><volume>60</volume><issue>1</issue><epage>n/a</epage><issn>8755-1209</issn><eissn>1944-9208</eissn><abstract>Quantitative predictions of natural and induced phenomena in fractured rock is one of the great challenges in the Earth and Energy Sciences with far‐reaching economic and environmental impacts. Fractures occupy a very small volume of a subsurface formation but often dominate fluid flow, solute transport and mechanical deformation behavior. They play a central role in CO2 sequestration, nuclear waste disposal, hydrogen storage, geothermal energy production, nuclear nonproliferation, and hydrocarbon extraction. These applications require predictions of fracture‐dependent quantities of interest such as CO2 leakage rate, hydrocarbon production, radionuclide plume migration, and seismicity; to be useful, these predictions must account for uncertainty inherent in subsurface systems. Here, we review recent advances in fractured rock research covering field‐ and laboratory‐scale experimentation, numerical simulations, and uncertainty quantification. We discuss how these have greatly improved the fundamental understanding of fractures and one's ability to predict flow and transport in fractured systems. Dedicated field sites provide quantitative measurements of fracture flow that can be used to identify dominant coupled processes and to validate models. Laboratory‐scale experiments fill critical knowledge gaps by providing direct observations and measurements of fracture geometry and flow under controlled conditions that cannot be obtained in the field. Physics‐based simulation of flow and transport provide a bridge in understanding between controlled simple laboratory experiments and the massively complex field‐scale fracture systems. Finally, we review the use of machine learning‐based emulators to rapidly investigate different fracture property scenarios and accelerate physics‐based models by orders of magnitude to enable uncertainty quantification and near real‐time analysis. Plain Language Summary Some of the greatest challenges currently facing humanity have roots in the Earth and Energy Sciences. Policymakers rely on scientific research to answer questions related to the transition to green renewable energy, mitigate the climate crisis, and ensure global stability with reliable energy and water resources. A common thread in addressing these societal issues with far‐reaching economic and environmental impacts is the prediction of flow and transport in subsurface systems in the Earth, particularly in fractured rock. The need to predict, optimize and ultimately control fractured subsurface systems is an increasingly important topic, with 80% of the US energy resources and 50% of its drinking water supply coming from the subsurface. In this review, we describe the state‐of‐the‐art research on flow and transport in fracture systems and the path forward for the integration of field observations, laboratory experiments, predictive modeling, and uncertainty quantification to enable more efficient and environmentally prudent usage of critical subsurface resources. Key Points Understanding and predicting fractured systems requires integrating field and lab experiments, simulation and uncertainty quantification Densely monitored field sites and in situ lab experiments provide quantitative measures of flow and transport that can constrain models Physics‐based models with machine‐learning emulators enable uncertainty quantification of flow and transport in complex fracture networks</abstract><cop>Washington</cop><pub>Blackwell Publishing Ltd</pub><doi>10.1029/2021RG000744</doi><tpages>65</tpages><orcidid>https://orcid.org/0000-0002-7989-1912</orcidid><orcidid>https://orcid.org/0000-0001-8488-2925</orcidid><orcidid>https://orcid.org/0000-0001-6826-5214</orcidid><orcidid>https://orcid.org/0000-0002-1178-9647</orcidid><orcidid>https://orcid.org/0000-0003-2040-358X</orcidid><orcidid>https://orcid.org/0000-0002-6666-4702</orcidid><orcidid>https://orcid.org/0000-0001-9019-8935</orcidid><orcidid>https://orcid.org/0000-0001-7847-6293</orcidid><orcidid>https://orcid.org/0000-0002-4224-2847</orcidid><orcidid>https://orcid.org/0000-0001-5784-0295</orcidid><orcidid>https://orcid.org/0000-0001-9581-7475</orcidid><orcidid>https://orcid.org/0000000168265214</orcidid><orcidid>https://orcid.org/0000000195817475</orcidid><orcidid>https://orcid.org/0000000242242847</orcidid><orcidid>https://orcid.org/0000000279891912</orcidid><orcidid>https://orcid.org/000000032040358X</orcidid><orcidid>https://orcid.org/0000000190198935</orcidid><orcidid>https://orcid.org/0000000266664702</orcidid><orcidid>https://orcid.org/0000000178476293</orcidid><orcidid>https://orcid.org/0000000211789647</orcidid><orcidid>https://orcid.org/0000000184882925</orcidid><orcidid>https://orcid.org/0000000157840295</orcidid><oa>free_for_read</oa></addata></record>
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identifier ISSN: 8755-1209
ispartof Reviews of geophysics (1985), 2022-03, Vol.60 (1), p.n/a
issn 8755-1209
1944-9208
language eng
recordid cdi_osti_scitechconnect_1846225
source Wiley-Blackwell AGU Digital Library; Wiley Online Library Journals Frontfile Complete; Wiley Online Library Free Content
subjects Bridges
Carbon dioxide
Carbon dioxide fixation
Carbon sequestration
Clean energy
climate and environment
Controlled conditions
coupled processes
Deformation
Drinking water
Earth
Earth Sciences
Economics
Emulators
Energy
Energy resources
Energy sources
Energy storage
Environmental impact
Environmental management
Experimentation
Experiments
flow
Fluid dynamics
Fluid flow
Fractures
fractures, subsurface flow and transport, coupled processes
GEOSCIENCES
Geothermal energy
Hydrocarbons
Hydrogen
Hydrogen storage
Laboratories
Laboratory experiments
Learning behaviour
Machine learning
Mathematical models
Mechanical properties
Numerical simulations
Physics
Prediction models
Predictions
Radioactive waste disposal
Radioactive wastes
Radioisotopes
Renewable energy
Renewable resources
Resource management
Reviews
Rocks
Scientific research
Seismicity
Solute transport
Solutes
subsurface flow and transport
Transport
transport and coupled processes in fractured systems
Uncertainty
uncertainty quantification
Waste disposal
Water resources
Water supply
title From Fluid Flow to Coupled Processes in Fractured Rock: Recent Advances and New Frontiers
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