Visual analytics for massive multivariate networks. Visual analytics for massive multivariate networks. This project aims to create methods to visually analyse massive multivariate networks. The amount of network data available has exploded in recent years: software systems, social networks and biological systems have millions of nodes and billions of edges with multivariate attributes. Their size and complexity makes these data sets hard to exploit. More efficient ways to understand the data ar ....Visual analytics for massive multivariate networks. Visual analytics for massive multivariate networks. This project aims to create methods to visually analyse massive multivariate networks. The amount of network data available has exploded in recent years: software systems, social networks and biological systems have millions of nodes and billions of edges with multivariate attributes. Their size and complexity makes these data sets hard to exploit. More efficient ways to understand the data are needed. This project will design, implement and evaluate visualisation methods for massive multivariate network data sets. This research is expected to be used by Australian software development, biotechnology and security companies to exploit their data.Read moreRead less
Using data mining methods to remove uncertainties in sensor data streams. This project will develop key techniques for removing uncertainties in sensor data streams and thus improve the monitoring quality of sensor networks. The expected outcomes will benefit Australia by enabling improved, lower-cost monitoring of natural resources and management of stock raising.
Rapid starting and unsteady operation of hydraulic turbines. The project will investigate the ability of hydraulic turbines to start rapidly with the turbine spinning in air which is more water efficient and has lower maintenance costs than other methods. The project will allow higher use of hydroelectricity and higher penetration of wind or other intermittent renewable energy generation into an electricity grid.
Quantifying sea-level trends and extremes along Australia's coastal margin. Multi-decadal changes in sea-level, and sea-level extremes, cannot be well quantified along most global coastlines, including Australia's, because the high spatial variability of sea-level is under-sampled by the sparse set of long, high quality tide gauge records. Satellite altimetry provides an alternative data source with greater spatial sampling, yet experiences contamination from land within tens of kilometres from ....Quantifying sea-level trends and extremes along Australia's coastal margin. Multi-decadal changes in sea-level, and sea-level extremes, cannot be well quantified along most global coastlines, including Australia's, because the high spatial variability of sea-level is under-sampled by the sparse set of long, high quality tide gauge records. Satellite altimetry provides an alternative data source with greater spatial sampling, yet experiences contamination from land within tens of kilometres from the coast and also suffers from regionally correlated biases. This project proposes to address these problems through re-tracking radar altimetry waveforms to derive new data in the coastal margin, enabling the production of new inferences on sea-level change and extremes at dramatically improved spatial resolution around Australia.Read moreRead less
Prediction of radiated noise from marine propellers. Underwater noise radiated from marine vessels is a significant problem for research, fishing and military vessels, and is a major source of pollution in the marine environment. The major source contributing to underwater noise is due to the propeller. This work will develop numerical models with experimental validation that can accurately predict the sources of noise generated by marine propellers and acoustic signatures of marine vessels due ....Prediction of radiated noise from marine propellers. Underwater noise radiated from marine vessels is a significant problem for research, fishing and military vessels, and is a major source of pollution in the marine environment. The major source contributing to underwater noise is due to the propeller. This work will develop numerical models with experimental validation that can accurately predict the sources of noise generated by marine propellers and acoustic signatures of marine vessels due to propeller motion. This work has great significance for Australia’s construction and military maritime industries. The technologies developed in this project are also applicable to rotors in other industries such as in aircraft, helicopters and wind turbines.Read moreRead less
Reconstructing millennial-scale streamflow variability to assess near-future risks to water-generated renewable energy. Hydroelectric power is a key component of Australia's national renewable energy policy. The project will combine Hydro Tasmania's water supply and distribution network with historical reconstructions of streamflow variability to conduct stress tests of future water supplies and hydroelectric generating capacity for the Australian power grid.
Industrial Transformation Training Centres - Grant ID: IC140100003
Funder
Australian Research Council
Funding Amount
$2,389,935.00
Summary
The ARC Research Training Centre for Naval Design and Manufacturing. ARC Training Centre for Transforming Australia's Naval Manufacturing Industry. The aim of the Training Centre is to transform the Australian naval manufacturing industry by creating a new cohort of industry-focused, high-level and broadly skilled engineers and researchers. The resulting network of engineering researchers will enable the industry to more rapidly innovate and solve key problems concerning the efficient design, co ....The ARC Research Training Centre for Naval Design and Manufacturing. ARC Training Centre for Transforming Australia's Naval Manufacturing Industry. The aim of the Training Centre is to transform the Australian naval manufacturing industry by creating a new cohort of industry-focused, high-level and broadly skilled engineers and researchers. The resulting network of engineering researchers will enable the industry to more rapidly innovate and solve key problems concerning the efficient design, construction and sustainment of naval platforms. This industrial transformation will bring significant benefits to Australia as it commences a very ambitious shipbuilding program comprising the design and manufacture of new fleets of submarines, future frigates and patrol boats. The success of these major projects is reliant on developing this cohort of researchers to solve the key research questions.Read moreRead less
The ship within a ship: new-generation transhipment of bulk ore products. This project will develop one of the most significant advances in decades in the technology of bulk ore transhipment. This will allow Australia's mining export industry, particularly small to medium sized companies in remote locations, to become more cost-efficient and environmentally friendly.
A high speed, high fidelity 3D printer for fabricating microfluidic devices. This project aims to develop a novel 3D printer offering the highest resolution available and fastest printing speed for the single-step manufacturing of complex microfluidic devices. New resins developed to exploit the inert liquid interface layer printing approach will provide unprecedented capability to create micron sized channels interconnected in 3D space and fabricate Lab-on-a-Chip systems that cannot be generate ....A high speed, high fidelity 3D printer for fabricating microfluidic devices. This project aims to develop a novel 3D printer offering the highest resolution available and fastest printing speed for the single-step manufacturing of complex microfluidic devices. New resins developed to exploit the inert liquid interface layer printing approach will provide unprecedented capability to create micron sized channels interconnected in 3D space and fabricate Lab-on-a-Chip systems that cannot be generated by any current fabrication approach. This novel high speed, high fidelity 3D printer and the new resins to be developed are expected to lead to more effective manufacturing approaches for portable chemical devices and to promote complex chemical analysis into the knowledge immediacy culture of today.Read moreRead less
No load diesel application in remote power systems. No load diesel application in remote power systems. This project aims to investigate and optimise no-load diesel application within remote area renewable hybrid power systems. While hundreds of remote Australian communities rely on expensive diesel for power generation, this project intends to increase penetration of alternative renewable sources into remote and isolated power systems. Using dual thermodynamic and electrical modelling, this pro ....No load diesel application in remote power systems. No load diesel application in remote power systems. This project aims to investigate and optimise no-load diesel application within remote area renewable hybrid power systems. While hundreds of remote Australian communities rely on expensive diesel for power generation, this project intends to increase penetration of alternative renewable sources into remote and isolated power systems. Using dual thermodynamic and electrical modelling, this project will investigate low to no-load diesel threshold capability, reducing diesel consumption at minimal costs. The project is expected to return immediate benefits to remote mining, defence and tourism based communities, providing a pathway to reduced diesel usage and increased renewable penetration.Read moreRead less