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
Wake dynamics of oscillating cylinder in steady currents. This project aims at advancing knowledge in flow/structure interactions and developing improved methodology for predicting wave and current loading on marine structures, which are vital in many practical applications such as extraction of oil and gas resources and renewable energy from the ocean. The improved methodology and much-needed database of hydrodynamic force coefficients developed through this project for estimating hydrodynamic ....Wake dynamics of oscillating cylinder in steady currents. This project aims at advancing knowledge in flow/structure interactions and developing improved methodology for predicting wave and current loading on marine structures, which are vital in many practical applications such as extraction of oil and gas resources and renewable energy from the ocean. The improved methodology and much-needed database of hydrodynamic force coefficients developed through this project for estimating hydrodynamic loading on marine structures will significantly reduce the high, costly uncertainly levels that are being experienced in the design, construction and maintenance of marine structures (and facilities) and increase the competiveness of Australian relevant industries. Read moreRead less
Fluid-structure-acoustics interactions of bio-inspired flapping wings. This project aims to produce a deeper understanding of the role of wingtip feathers in the remarkable abilities of birds to fly in unsteady and unpredictable aerodynamic environments, and in some cases to do so almost silently. This is achieved by developing novel numerical methods integrating fluid, structure and acoustics interactions for large deformations and complex geometries. The numerical results are validated and com ....Fluid-structure-acoustics interactions of bio-inspired flapping wings. This project aims to produce a deeper understanding of the role of wingtip feathers in the remarkable abilities of birds to fly in unsteady and unpredictable aerodynamic environments, and in some cases to do so almost silently. This is achieved by developing novel numerical methods integrating fluid, structure and acoustics interactions for large deformations and complex geometries. The numerical results are validated and complemented by using flow, structure and acoustics experiments on dynamically scaled models. The insight gained provides design guidance for more efficient, robust and stable flight of bio-inspired micro air vehicles, and in reducing the noise impact of wind turbines by innovative blade leading edge and tip shaping.Read moreRead less
Structural Reliability of Engineering Structures in Cyclonic Winds. This project aims to address the challenge of predicting the impact of extreme cyclonic winds on complex engineering structures. By applying advanced computational and experimental techniques the project expects to develop new insight into turbulent flows at a sub-cyclone scale and how these produce aerodynamic loads on closely spaced cylindrical structures and elements. The expected outcomes of this project include enhanced sim ....Structural Reliability of Engineering Structures in Cyclonic Winds. This project aims to address the challenge of predicting the impact of extreme cyclonic winds on complex engineering structures. By applying advanced computational and experimental techniques the project expects to develop new insight into turbulent flows at a sub-cyclone scale and how these produce aerodynamic loads on closely spaced cylindrical structures and elements. The expected outcomes of this project include enhanced simulation techniques leading to better understanding of structural vulnerability to cyclones. This should provide significant benefits, such as improved structural design and cyclone mitigation strategies applicable to both high-value engineering structures and vulnerable communities in cyclone regions.Read moreRead less
The fluid mechanics of dynamically constricted tubes in pulsatile flow. This project is aimed at advancing the fundamental understanding of flow instability, the transition to turbulence and the effect on wall shear stress, in a dynamically constricted tube flow. The project will provide the first accurately resolved experimental flow analysis, using tomographic particle imaging velocimetry and 3D laser doppler anemometry, conducted on a novel experimental model, and will resolve, for the first ....The fluid mechanics of dynamically constricted tubes in pulsatile flow. This project is aimed at advancing the fundamental understanding of flow instability, the transition to turbulence and the effect on wall shear stress, in a dynamically constricted tube flow. The project will provide the first accurately resolved experimental flow analysis, using tomographic particle imaging velocimetry and 3D laser doppler anemometry, conducted on a novel experimental model, and will resolve, for the first time, turbulence characteristics of the dynamic constriction, using direct numerical simulation with a novel moving boundary implementation. The outcomes will provide the key link between fluid mechanics and wall shear stress, allowing future progress to be made in elucidating the causes of cardiovascular disease.
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Harnessing sperm dynamics in microfluidic sorting technologies. Mammalian reproductive tract is a complex microenvironment that has evolved to select the best sperm for fertilisation using a range of rheological, biochemical and geometrical cues. The project aims to engineer the first multiplexed platform, informed by the natural process, for fully automated and rapid selection of sperm based on all key selection criteria: morphology, swimming behaviour, and DNA integrity. The expected outcome i ....Harnessing sperm dynamics in microfluidic sorting technologies. Mammalian reproductive tract is a complex microenvironment that has evolved to select the best sperm for fertilisation using a range of rheological, biochemical and geometrical cues. The project aims to engineer the first multiplexed platform, informed by the natural process, for fully automated and rapid selection of sperm based on all key selection criteria: morphology, swimming behaviour, and DNA integrity. The expected outcome is the next generation technology for sperm sorting and analysis. This should provide significant benefits, such as new biophysical insights into mammalian reproduction, with potential for future improvement of assisted reproduction technologies – a field in which Australia has a world leading history.Read moreRead less
Unravelling the mysteries of turbulent drag at the air-sea interface. 70% of the Earth's surface is the air-sea interface. A huge amount of energy and gas is exchanged between the atmosphere and ocean; exchanges that are crucial for life on earth. Climate models, weather and wave forecasts depend on oversimplified models for these exchanges. Oversimplification limits accuracy, with outcomes ranging from inaccurate climate predictions to costly and unnecessary rerouting of ships or evacuations of ....Unravelling the mysteries of turbulent drag at the air-sea interface. 70% of the Earth's surface is the air-sea interface. A huge amount of energy and gas is exchanged between the atmosphere and ocean; exchanges that are crucial for life on earth. Climate models, weather and wave forecasts depend on oversimplified models for these exchanges. Oversimplification limits accuracy, with outcomes ranging from inaccurate climate predictions to costly and unnecessary rerouting of ships or evacuations of oil platforms. This project promises new knowledge of the turbulent air flow above waves through innovative, ambitious experiments in our laboratory wind-wave tanks. Concurrently, novel numerical simulations will enable new models for sea drag coefficient, the most critical component in air-sea interaction models. 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
Advanced Combustion Modelling for Scramjets and Rotating Detonation Engines. This project will develop new fundamental knowledge and engineering models underpinning air-breathing high speed propulsion engines employing complex hydrocarbon fuels. Extensive data and new physical understanding will be garnered through analysis of direct numerical simulations of supersonic reacting mixing layers including impinging shock waves. That data will be employed to isolate, test and develop computationally ....Advanced Combustion Modelling for Scramjets and Rotating Detonation Engines. This project will develop new fundamental knowledge and engineering models underpinning air-breathing high speed propulsion engines employing complex hydrocarbon fuels. Extensive data and new physical understanding will be garnered through analysis of direct numerical simulations of supersonic reacting mixing layers including impinging shock waves. That data will be employed to isolate, test and develop computationally efficient engineering models that are accurate and efficient for high speed combustion in rotating detonation engines and scramjets. Expected outcomes are knowledge and tools needed to develop practical and effective supersonic propulsion engines for access to space, defence and high speed point-to-point flight.
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Wall turbulence control: beyond the canonical smooth wall case. This project aims to fill a critical knowledge gap in the area of wall turbulence by investigating how a rough wall turbulent boundary layer responds to changes, such as wall suction and blowing. The economic and environmental costs caused by the roughening of surfaces on moving vehicles is staggering in the transport industry (roads, rails, air and sea) and ultimately for Australia. This project will generate new knowledge to ascer ....Wall turbulence control: beyond the canonical smooth wall case. This project aims to fill a critical knowledge gap in the area of wall turbulence by investigating how a rough wall turbulent boundary layer responds to changes, such as wall suction and blowing. The economic and environmental costs caused by the roughening of surfaces on moving vehicles is staggering in the transport industry (roads, rails, air and sea) and ultimately for Australia. This project will generate new knowledge to ascertain whether or not turbulent flows over rough surfaces can be controlled or managed to achieve outcomes such as reducing the drag of a roughened bluff body, for example a ship whose hull is roughened by fouling. The project expects to improve understanding of wall turbulence control, and will lead to significant benefits such as improved control technologies and better prediction and description of wall turbulence.Read moreRead less