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Hysteresis of two-phase flows in porous and fractured media: From micro-scale Haines jumps to macro-scale pressure-saturation curves

Lead Research Organisation: Coventry University
Department Name: Ctr for Fluid and Complex Systems

Abstract

A wine stain spreading on a tablecloth or oil percolating through a fractured rock are examples of a fluid displacing another in porous and fractured materials. Fluid displacement plays a key role in a wide range of applications, including agriculture and hydrology, biology, energy and environmental engineering, and industrial processes such as printing and curing of cement and foods. Many of these processes are driven in cycles, alternating between displacement of the less wetting fluid by the more wetting one (called "imbibition"), and vice versa ("drainage"); for example rain and evaporation cycles in soils, and flow reversal after CO2 injection stops in carbon geosequestration (CGS). Remarkably, these cycles exhibit significant hysteresis or path-dependency. This is evident in the pressure-saturation (PS) relationship, where the pressure required to achieve a given saturation (relative amount of one fluid) in drainage differs from that in imbibition. Hysteresis and the associated multivaluedness and history dependence make prediction and control of CGS, as well as enhanced oil recovery and soil remediation, highly challenging.

A fascinating scientific problem of huge practical importance, wetting hysteresis has been intensely studied for almost a century by physicists, geoscientists and engineers. Nonetheless, our understanding of the underlying mechanisms remains partial. The main source of this knowledge gap is that large-scale hysteresis is the result of interactions between microscopic capillary instabilities (intermittent pinning and "jumps" of the fluid-fluid interface). Consequently, existing models are either heuristic--use tunable, non-physical parameters, or intractable--requiring details which are practically unattainable experimentally or even numerically; both extremities are of limited usefulness, and can produce significant errors. The role wetting hysteresis plays in some of the environmental challenges we face today, makes formulation of a physically-sound, predictive model highly timely.

The proposed project addresses the aforementioned shortcomings, by formulating the first rigorous model of wetting hysteresis, which, in contrast to existing models, is based only on clear, identifiable physical parameters. We achieve this by blending numerical, experimental and theoretical approaches from various disciplines--statistical physics, fluid mechanics, hydrology and geophysics, and exploiting recent computational and experimental advancements. The model will be used to quantitatively explain how the microscopic capillary instabilities (jumps) contribute to hysteresis at larger (continuum) scales, of huge benefit to the greater porous media scientific community (engineers, physicists and geoscientists). The model will also be used to assess the implications of hysteresis for engineering practice at the field scale through reservoir simulations--the standard tool for modelling subsurface flow in energy and environmental applications--in which PS relationships appear as a constitutive equation. Together with our project partners in the British Geological Survey we will conduct reservoir simulations using physically-sound PS relationships generated by our model, aiming to improve CGS operations which are of enormous economic potential to the UK.

Publications

10 25 50
 
Title Creative podcast "On Certain Groundlessness" 
Description Participating in artistic project ``On Certain Groundlessness'' with artists, scientists and other thinkers and creatives from around the world. In that, I described some of the work I am doing in this EPSRC project. 
Type Of Art Artwork 
Year Produced 2023 
Impact The podcast has been publicised on all major channels, including spotify (https://open.spotify.com/show/3hFWM5p6MClzFzFqVAUdAb?si=4db37a724c7443d4&nd=1&dlsi=89e798d71fab4bff), Apple (https://podcasts.apple.com/at/podcast/on-certain-groundlessness/id1709924882), etc. The creators are planning a series of public events such in museums to follow soon. 
URL https://open.spotify.com/show/3hFWM5p6MClzFzFqVAUdAb?si=4db37a724c7443d4&nd=1&dlsi=89e798d71fab4bff
 
Description Fluid flow into a porous material filled with another is not only an everyday process (gardening, stains in fabrics, or printing) but is also a key process affecting the water cycle, contamination in soils and storage of energy or hazardous waste in the subsurface. These flows are controlled by the energy of the fluids, associated with path-dependent (hysteric) behaviour energy dissipation during their advancement, making their fundamental understanding crucial to our ability to predict these phenomena. However, to date there is no rigorous way to evaluate neither.

We use simple experiments to identify the basic building block from which hysteresis and dissipation emerged, from which we develop an ab initio model, based on physical parameters only with no fitting parameters. Our model provides the quantitative link between the microscopic capillary physics, spatially-extended collective events (Haines jumps) and large-scale hysteresis.
We also introduce novel computational methods that allow to quantify the energy dissipated during interface advancements, of key importance to engineering of water and energy resources.
Exploitation Route The mechanisms identified in our project apply to a broad range of problems in hydrology, geophysics and engineering. We are currently working with different end users and stakeholders in various fields, from geoenergy to heritage preservation, to further develop our research in a way that would be useful to them.
Sectors Agriculture

Food and Drink

Energy

Environment

Manufacturing

including Industrial Biotechology

Culture

Heritage

Museums and Collections

Other

 
Description We have developed a novel computational - experimental platform that is now being used by several research groups in UK and abroad.
First Year Of Impact 2023
Sector Energy,Environment
Impact Types Societal

 
Description When fluid physics and biology interact at the microscale: Bacteria in microscopic surface wetness
Amount £11,940 (GBP)
Funding ID IES\R2\232054 
Organisation The Royal Society 
Sector Charity/Non Profit
Country United Kingdom
Start 12/2023 
End 12/2024
 
Title New computational platform for modelling hysteresis and energy dissipation in disordered materials 
Description We developed a theoretical and experimental framework to study drainage-imbibition cycles. This provides the first rigorous link between microscopic instabilities, collective capillary rearrangements of the interface (Haines jumps) and the large-scale behaviour including hysteresis, memory and energy dissipation. Our model predicts pressure-saturation hysteresis and the associated energy dissipation using physically-meaningful parameters only, an important step towards an improved continuum modelling of multiphase flow. 
Type Of Material Improvements to research infrastructure 
Year Produced 2022 
Provided To Others? Yes  
Impact The model and the insight it provides pave the way for improved continuum modelling of multiphase flow, which is the underlying mathematical model for all commercial and scientific simulators used in industry and academia to predict and interpret monitoring data for a wide variety of processes. These include infiltration into soils, injection of carbon and hydrogen (pillars of clean energy growth), energy conversion in fuel cells, as well as many others. 
URL https://www.nature.com/articles/s42005-021-00676-3
 
Title experimental data for multiphase flow into deformable media 
Description Laboratory experiments in which gas seeps through a granular (sand) reservoir, overlaid by a (clay) seal, both submerged under water. 
Type Of Material Database/Collection of data 
Year Produced 2023 
Provided To Others? Yes  
Impact improved understanding of fluid invasion into deformable media (such as sediment) saturated with another fluid. 
URL https://figshare.com/articles/dataset/Vaknin_Pockmarks_source_data_xlsx/24586926
 
Description Multiphase flow in responsive media: Hydrate formation in Carbon Geosequestration 
Organisation British Geological Survey
Country United Kingdom 
Sector Academic/University 
PI Contribution Joint project with the British Geological Survey (BGS)--which are PP in the current EPSRC-funded project, and Nottingham Trent U. This project, currently at the level of jointly supervised PhD, has been developed further and is now being reviewed for UKRI Cross Research Council Responsive Mode (CRCRM) joint project. Funding for time of BGS PIs will be supported by external funding we have been awarded by STFC (BUFI program).
Collaborator Contribution Partners provide cutting-edge experimental facilities and techniques to assess the interplay between fluid dynamics and a suite of reactive transport phenomena, including hydrate formation and carbonate precipitation at CCS-representative conditions (high pressure and temperature, unique specialised lab).
Impact Multidisciplinary: physics, fluid mechanics, geosciences
Start Year 2023
 
Description Multiphase flow in responsive media: Hydrate formation in Carbon Geosequestration 
Organisation Nottingham Trent University
Department School of Science and Technology
Country United Kingdom 
Sector Academic/University 
PI Contribution Joint project with the British Geological Survey (BGS)--which are PP in the current EPSRC-funded project, and Nottingham Trent U. This project, currently at the level of jointly supervised PhD, has been developed further and is now being reviewed for UKRI Cross Research Council Responsive Mode (CRCRM) joint project. Funding for time of BGS PIs will be supported by external funding we have been awarded by STFC (BUFI program).
Collaborator Contribution Partners provide cutting-edge experimental facilities and techniques to assess the interplay between fluid dynamics and a suite of reactive transport phenomena, including hydrate formation and carbonate precipitation at CCS-representative conditions (high pressure and temperature, unique specialised lab).
Impact Multidisciplinary: physics, fluid mechanics, geosciences
Start Year 2023
 
Title Drainage and imbibition Simulator 
Description The first model based solely on physical parameters, without any fitting. This provides the first rigorous link between microscopic instabilities, collective capillary rearrangements of the interface (Haines jumps) and the large- scale behaviour including hysteresis and memory. Our model predicts pressure-saturation hysteresis and the associated energy dissipation using physically-meaningful parameters only, an important step towards an improved continuum modelling of multiphase flow 
Type Of Technology Software 
Year Produced 2023 
Impact So far mostly academic -- improved predictive capabilities.