Industrial Transformation Training Centres - Grant ID: IC180100030
Funder
Australian Research Council
Funding Amount
$3,925,357.00
Summary
ARC Training Centre for Transforming Maintenance through Data Science. The ARC Training Centre for Transforming Maintenance through Data Science aims to equip practising engineers and Australian graduates with the next generation of data science methods for the maintenance sector. The Centre plans to introduce timely and cost-efficient maintenance scheduling by developing data-intensive mathematical and computational algorithms for asset management and fault prediction. The Centre’s overarching ....ARC Training Centre for Transforming Maintenance through Data Science. The ARC Training Centre for Transforming Maintenance through Data Science aims to equip practising engineers and Australian graduates with the next generation of data science methods for the maintenance sector. The Centre plans to introduce timely and cost-efficient maintenance scheduling by developing data-intensive mathematical and computational algorithms for asset management and fault prediction. The Centre’s overarching objectives are to enable development and adoption of new practices to improve productivity and asset reliability for industry and to foster a new maintenance technology service sector for national and international markets.Read moreRead less
5D Imaging Flow Cytometry for in vivo Quantification of Biological Fluids. Rapid and accurate quantification of live biological fluid properties at sub-cellular and molecular levels forms the bedrock of biofluidic sciences. Majority of the biofluidic devices rely on quantifying biological fluids after its removal from the body in an in vitro Flow Cytometer (FC). FC faces many caveats i.e. biological degradation and small volume etc. In this project, we shall engineer the first in vivo 5D imaging ....5D Imaging Flow Cytometry for in vivo Quantification of Biological Fluids. Rapid and accurate quantification of live biological fluid properties at sub-cellular and molecular levels forms the bedrock of biofluidic sciences. Majority of the biofluidic devices rely on quantifying biological fluids after its removal from the body in an in vitro Flow Cytometer (FC). FC faces many caveats i.e. biological degradation and small volume etc. In this project, we shall engineer the first in vivo 5D imaging flow cytometer (5D IFC) capable of continuous assessment of potentially entire blood volume in a living mice without removing fluid out of the body. The project represents a major advancement beyond any existing flow cytometer and overcome the engineering limits of state-of-art laser scanning imaging devices.Read moreRead less
Genesis and evolution of coherent structures in wall-bounded turbulence. This project aims to capture conditions responsible for the generation of the coherent structures that are formed in wall-bounded turbulent flows, through the use of variational data assimilation and adjoint-based optimisation techniques. The project is expected to provide knowledge and intellectual property that is essential for the accurate modelling and prediction of the interaction between the ground-level activities li ....Genesis and evolution of coherent structures in wall-bounded turbulence. This project aims to capture conditions responsible for the generation of the coherent structures that are formed in wall-bounded turbulent flows, through the use of variational data assimilation and adjoint-based optimisation techniques. The project is expected to provide knowledge and intellectual property that is essential for the accurate modelling and prediction of the interaction between the ground-level activities like pollutant emissions and the atmosphere and the flow over vehicles through pipes, turbines and compressors. This project will provide benefits such as reducing the risk in environmental and commercial design and decision making and will facilitate new opportunities for the commercial development of devices to reduce drag and enhance mixing and heat transfer via the direct manipulation of coherent structures.Read moreRead less
A multiplex microscope platform to define molecular events in fluid systems. This project aims to develop a novel microscopy platform that will enable the visualisation and quantification of molecular events occurring under fluid shear stress. The project will generate new knowledge in platelet biology that will allow characterisation and prediction of key molecular and morphological changes occurring across a blood thrombus under flowing conditions as found in the blood vessels. These new tools ....A multiplex microscope platform to define molecular events in fluid systems. This project aims to develop a novel microscopy platform that will enable the visualisation and quantification of molecular events occurring under fluid shear stress. The project will generate new knowledge in platelet biology that will allow characterisation and prediction of key molecular and morphological changes occurring across a blood thrombus under flowing conditions as found in the blood vessels. These new tools and the imaging platform will have applications for researchers wishing to visualise small and rapid molecular events in four dimensions (length, width, height and across time) under fluid shear stress, which is applicable across a range of industries. The project expects to deliver the next generation of intravital microscopes that can visualise and quantify events in a challenging flow environment.Read moreRead less
Transport control in multi-species fluid suspensions. This project aims to develop novel methods of controlling multi-species particles in fluid suspensions, such as microorganisms in wounds. Physical methods of control offer additional opportunities for wound healing in the era of increased microbial resistance to antibiotics. The project will develop methods of controlling the local concentration of microorganisms, such as bacteria and cells, using wave-driven turbulent transport and active sy ....Transport control in multi-species fluid suspensions. This project aims to develop novel methods of controlling multi-species particles in fluid suspensions, such as microorganisms in wounds. Physical methods of control offer additional opportunities for wound healing in the era of increased microbial resistance to antibiotics. The project will develop methods of controlling the local concentration of microorganisms, such as bacteria and cells, using wave-driven turbulent transport and active synthetic agents. The proposed methods will also benefit applications in microfluidics, liquid metamaterials, micro-assembly and technologies for cleaning liquid surfaces. The project will advance our fundamental knowledge of particle interaction with matter waves.Read moreRead less
Thermal transport by design for fast and efficient solar thermochemical fuel production. This project aims to demonstrate the utility of the thermal transport by design approach to develop functionally graded reactive materials that allow for fast and efficient solar thermo-chemical fuel production. Prediction capabilities will be developed to optimise multi-scale radiative and gas transport coupled with non-stoichiometric redox reactions. Synthesis gas production will be demonstrated using the ....Thermal transport by design for fast and efficient solar thermochemical fuel production. This project aims to demonstrate the utility of the thermal transport by design approach to develop functionally graded reactive materials that allow for fast and efficient solar thermo-chemical fuel production. Prediction capabilities will be developed to optimise multi-scale radiative and gas transport coupled with non-stoichiometric redox reactions. Synthesis gas production will be demonstrated using the new structures in a prototype solar thermochemical reactor under high-flux irradiation. This project aims to advance the fields of thermal sciences and high-temperature solar thermochemical processing and expand the engineering knowledge base to pave the way to sustainable transportation with the existing infrastructure.Read moreRead less
Dynamics of Suppressed Mixing Regimes in Australian Rivers. This study aims to further the fundamental science of turbulent mixing in the context of flow in Australian rivers. The focus is on prolonged low flow conditions which when coupled with warm surface temperatures cause the water column to become thermally stratified which then suppresses turbulent mixing. The extreme scale of the river systems has made investigating the true dynamics of the strongly stratified mixing regimes particularly ....Dynamics of Suppressed Mixing Regimes in Australian Rivers. This study aims to further the fundamental science of turbulent mixing in the context of flow in Australian rivers. The focus is on prolonged low flow conditions which when coupled with warm surface temperatures cause the water column to become thermally stratified which then suppresses turbulent mixing. The extreme scale of the river systems has made investigating the true dynamics of the strongly stratified mixing regimes particularly challenging. By taking world first in-situ measurements of turbulent mixing and undertaking high resolution numerical simulations this study will provide definitive data which will allow correct characterization of the mixing regimes and how they are associated with river flow conditions.Read moreRead less