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.
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.
People |
ORCID iD |
| Ran Holtzman (Principal Investigator) |
Publications
Fallah M
(2025)
Hydrological vs. mechanical impacts of soil water repellency on erosion
in Earth-Science Reviews
Geistlinger H
(2024)
A New Phase Diagram for Fluid Invasion Patterns as a Function of Pore-Scale Heterogeneity, Surface Roughness, and Wettability
in Water Resources Research
Geistlinger H
(2024)
The Interplay Between Pore-Scale Heterogeneity, Surface Roughness, and Wettability Controls Trapping in Two-Phase Fluid Displacement in Porous Media
in Geophysical Research Letters
Holtzman R
(2024)
Emergence of dissipation and hysteresis from interactions among reversible, nondissipative units: The case of fluid-fluid interfaces
in Physical Review Fluids
Holtzman R
(2023)
The Relation Between Dissipation and Memory in Two-Fluid Displacements in Disordered Media
in Geophysical Research Letters
Holtzman R
(2023)
Editorial: Nonequilibrium multiphase and reactive flows in porous and granular materials
in Frontiers in Water
Li Q
(2025)
Microplastics transport in soils: A critical review
in Earth-Science Reviews
| 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. |