Heat transfer and fluid flow in geomaterials: Physics-inspired AI framework. Processes involving fluid flow or heat transfer are of critical importance in engineering applications (e.g., in dams, geothermal systems, oil & gas production). Though largely overlooked, microstructural features control these processes in geomaterials. This project aims to exploit advances in high-resolution 4D imaging to extract essential microstructural information to: 1) identify new parameters that better capture ....Heat transfer and fluid flow in geomaterials: Physics-inspired AI framework. Processes involving fluid flow or heat transfer are of critical importance in engineering applications (e.g., in dams, geothermal systems, oil & gas production). Though largely overlooked, microstructural features control these processes in geomaterials. This project aims to exploit advances in high-resolution 4D imaging to extract essential microstructural information to: 1) identify new parameters that better capture pore and particle properties, connectivities and pathways, and 2) develop advanced predictive analytics tools. This will improve fundamental understanding of the link between microstructure and fluid and heat flows at the engineering scale, and provide predictive tools to reduce risk and costs to industry.Read moreRead less
Stochastic modelling of fractures in crystalline rock masses for hot dry rock enhanced geothermal systems. Hot dry rock geothermal energy will contribute significant base-load power to the nation without producing greenhouse gas emissions. This research will contribute to the optimal design of fracture generation programmes to create effective artificial reservoirs in geothermal systems, which is crucial to successful geothermal energy production.
Multiphysics instabilities during diagenesis of shale gas reservoirs. This project aims to understand the formation, geometry and fluid connectivity of unconventional high-temperature and high pressure shale gas reservoirs using volumetric instabilities of ductile materials. Unconventional shale gas/oil are the most abundant fossil fuel resources on Earth, but are inaccessible to conventional techniques. This project will investigate the mechanisms, critical parameters and applicability of the t ....Multiphysics instabilities during diagenesis of shale gas reservoirs. This project aims to understand the formation, geometry and fluid connectivity of unconventional high-temperature and high pressure shale gas reservoirs using volumetric instabilities of ductile materials. Unconventional shale gas/oil are the most abundant fossil fuel resources on Earth, but are inaccessible to conventional techniques. This project will investigate the mechanisms, critical parameters and applicability of the theory to unconventional reservoirs. It will do so by testing the theory under controlled laboratory experiments, fully coupled thermo-hydro-mechanical-chemical (THMC) modelling and analytical modelling. The outcomes should allow a rigorous assessment of the potential of unconventional reservoirs under Australia’s extreme conditions.Read moreRead less
Quantification of Multiphysics phenomena of Gas flow in organic rich shales. We address the scientific question of the nature of gas extraction from nominally impermeable rocks such as shales. Our main aim is to develop a fully coupled microstructurally enriched thermodynamic continuum model to predict the Multiphysics behaviour of shale reservoirs during gas production and verify the model with representative experiments conducted on formations from three Australian Basins including Cooper, Per ....Quantification of Multiphysics phenomena of Gas flow in organic rich shales. We address the scientific question of the nature of gas extraction from nominally impermeable rocks such as shales. Our main aim is to develop a fully coupled microstructurally enriched thermodynamic continuum model to predict the Multiphysics behaviour of shale reservoirs during gas production and verify the model with representative experiments conducted on formations from three Australian Basins including Cooper, Perth and Beetaloo, where the samples are available to the investigators. We approach this problem in a hybrid theoretical-numerical-experimental study. This is the first international attempt to develop such experimentally verified thermodynamic based model, particularly for Australian shales.Read moreRead less
Constricted hydraulic fracture opening. This project aims to develop experimentally verified models for designing and monitoring of hydraulic fractures with constricted openings, to ensure adequate and robust hydraulic fracture control for example in petroleum production. Hydraulic fractures are often constricted by bridges that hold two sides of the fracture together. Failure to account for bridges and constriction of fractures can lead to premature screen-out (exceeding available pump pressure ....Constricted hydraulic fracture opening. This project aims to develop experimentally verified models for designing and monitoring of hydraulic fractures with constricted openings, to ensure adequate and robust hydraulic fracture control for example in petroleum production. Hydraulic fractures are often constricted by bridges that hold two sides of the fracture together. Failure to account for bridges and constriction of fractures can lead to premature screen-out (exceeding available pump pressure) of proppant and inadequate fracking control. The project results are expected to substantially increase the accuracy of design and monitoring of fracture opening, geometry and fluid flow to improve efficiency, safety and environmental security of the resource and energy extraction.Read moreRead less