Investigation into flow over complex topography and escarpments for wind turbine siting using experimental and computational methods. This project will improve national capability to optimise power production from wind turbine farms in complex terrain by improving the understanding of the flow regime. By better understanding separated regions and the turbulent structures within these regions power production can be optimised and fatigue risks associated with turbine positioning in complex sites ....Investigation into flow over complex topography and escarpments for wind turbine siting using experimental and computational methods. This project will improve national capability to optimise power production from wind turbine farms in complex terrain by improving the understanding of the flow regime. By better understanding separated regions and the turbulent structures within these regions power production can be optimised and fatigue risks associated with turbine positioning in complex sites can be reduced. This will improve confidence in wind farm site assessment techniques and consequently reduce economic risks associated with current wind farm viability assessments. By increasing national capacity to generate clean energy stationary energy emissions can be reduced. This project will also deliver high calibre graduates that will be potential future industry leaders.Read moreRead less
Innovative integrated combustion flue gas dry cleaning technology. Innovative integrated combustion flue gas dry cleaning technology. This project aims to develop integrated dry cleaning technology for combined removal of sulphur oxides (SOx) and nitrogen oxides (NOx) from combustion flue gases. This process could replace conventional commercial systems for deSOx and deNOx, making the coal-fired power generation and glass industry more sustainable. The project should benefit Australia through ad ....Innovative integrated combustion flue gas dry cleaning technology. Innovative integrated combustion flue gas dry cleaning technology. This project aims to develop integrated dry cleaning technology for combined removal of sulphur oxides (SOx) and nitrogen oxides (NOx) from combustion flue gases. This process could replace conventional commercial systems for deSOx and deNOx, making the coal-fired power generation and glass industry more sustainable. The project should benefit Australia through advancing the fundamental science of catalytic heterogeneous reactions, allowing Australia to become a key international provider of combustion related environmental protection technologies and reducing SOx and NOx emissions by 95% for coal-fired power stations in Australia and beyond.Read moreRead less
Green cool wine: solar powered solid adsorption refrigeration system with ice storage to provide cooling capability for wine industry. The project is to develop a solar thermal powered refrigeration system that is able to build up an ice bank (as a storage) through daily intermittent cycle, from late Australian spring. The ice bank will used in the vintage season in a winery for cooling purposes. The system is able to reduce the carbon foot print of the wineries significantly.
Enhanced Waste Heat Recovery from Low-grade Heat Sources Using a Novel Supercritical Power Cycle. Compared with conventional technologies for waste heat recovery, GRANEX cycle offers higher thermal efficiencies, better economics and a greater degree of robustness. If deployed ascross the country to recover even 10% of the nation's waste heat, it would reduce greenhouse emissions by 9 mega tonne which is roughly 1.6% of the annual national emissions. That is equivalent to the yearly CO2 emissions ....Enhanced Waste Heat Recovery from Low-grade Heat Sources Using a Novel Supercritical Power Cycle. Compared with conventional technologies for waste heat recovery, GRANEX cycle offers higher thermal efficiencies, better economics and a greater degree of robustness. If deployed ascross the country to recover even 10% of the nation's waste heat, it would reduce greenhouse emissions by 9 mega tonne which is roughly 1.6% of the annual national emissions. That is equivalent to the yearly CO2 emissions from 648,000 houses or 2 million cars. The proposed research will place Australia within the forefront of the research and development activities in the field of waste heat recovery and will clearly contribute to the Federal Government’s effort in the National Research Priority 1, An Environmentally Sustainable Australia.Read moreRead less
Improving battery safety with boron nitride nanotube separators. This project aims to improve the safety of lithium ion batteries by developing high –temperature, stable separators. The use of batteries in a hot Australian summer is a major safety issue for our society. This project will develop a new and safe battery technology with the help of boron nitride nanotubes to effectively reduce the risk of thermal runaway of battery cells. The expected outcomes will have a global impact on the safet ....Improving battery safety with boron nitride nanotube separators. This project aims to improve the safety of lithium ion batteries by developing high –temperature, stable separators. The use of batteries in a hot Australian summer is a major safety issue for our society. This project will develop a new and safe battery technology with the help of boron nitride nanotubes to effectively reduce the risk of thermal runaway of battery cells. The expected outcomes will have a global impact on the safety of the current battery technology and the innovative application of boron nitride nanotubes in battery technology. It will position industry on the cutting edge of battery technology required for energy storage development in Australia.Read moreRead less
Application of tuneable nanofluids in regenerative supercritical power generation. The proposed project combines the simplicity, flexibility, robustness and thermodynamic effectiveness of GRANEXTM cycle with the advances recently made in nanotechnology. If deployed across Australia to recover even 50 per cent of the 11,000 Gigawatt hour annual bioenergy potential, it will generate a revenue stream of approximately $550 million per annum while reducing greenhouse emissions by 14 mega tonne, which ....Application of tuneable nanofluids in regenerative supercritical power generation. The proposed project combines the simplicity, flexibility, robustness and thermodynamic effectiveness of GRANEXTM cycle with the advances recently made in nanotechnology. If deployed across Australia to recover even 50 per cent of the 11,000 Gigawatt hour annual bioenergy potential, it will generate a revenue stream of approximately $550 million per annum while reducing greenhouse emissions by 14 mega tonne, which is about 2.5 per cent of the annual national emissions. The proposed research will place Australia within the forefront of the research and development activities in the field of low grade heat recovery and will clearly contribute the Australian Government's National Research Priority an environmentally sustainable Australia.Read moreRead less
Cohort discovery and activity mining for policy impact prediction. Cohort discovery and activity mining for policy impact prediction. This project aims to develop an intelligent systematic framework to predict policy impacts on Australian patients, by discovering inherent patient cohorts and assessing the impact of the policies on these cohorts. The proposed methods lay the theoretical foundations for building intelligent automated tools for policy assessment. Expected outcomes are data-driven p ....Cohort discovery and activity mining for policy impact prediction. Cohort discovery and activity mining for policy impact prediction. This project aims to develop an intelligent systematic framework to predict policy impacts on Australian patients, by discovering inherent patient cohorts and assessing the impact of the policies on these cohorts. The proposed methods lay the theoretical foundations for building intelligent automated tools for policy assessment. Expected outcomes are data-driven patient group discovery, which could more precisely identify the patient cohorts most likely to benefit from a specific policy; and a model to predict the efficacy of policy options, which could increase the sustainability of the national health system by enabling smarter, more efficient policy decision-making.Read moreRead less
Robust face detection and recognition for computer-based security surveillance. The research aims at improving the existing and creating new automated face detection and recognition methods by making them invariant, firstly to head pose, orientation, scale and rotation, and then to occlusion, lighting conditions and facial expressions.
A robust face detector will be developed first and then a new face recognition algorithm that continues to learn identity-specific discriminants on-line by co ....Robust face detection and recognition for computer-based security surveillance. The research aims at improving the existing and creating new automated face detection and recognition methods by making them invariant, firstly to head pose, orientation, scale and rotation, and then to occlusion, lighting conditions and facial expressions.
A robust face detector will be developed first and then a new face recognition algorithm that continues to learn identity-specific discriminants on-line by collecting incremental face exemplars. The result of the research will be an algorithm that can improve its performance on-line adapting in a stable learning process each identity model to the correct facial examples.
The research has significant practical implication in visual surveillance increasing the robustness of identification of person identity, state and intent.
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Intruder alert! detecting and classifying events in noisy time series. This project aims to address the mathematical challenges in automated early detection and classification of intrusion events in noisy time series generated from perimeter security systems. The project expects to develop robust methods to detect intrusion events under different operating environments while ignoring nuisance events. The project will boost the global competitiveness of the Australian security industry, and enabl ....Intruder alert! detecting and classifying events in noisy time series. This project aims to address the mathematical challenges in automated early detection and classification of intrusion events in noisy time series generated from perimeter security systems. The project expects to develop robust methods to detect intrusion events under different operating environments while ignoring nuisance events. The project will boost the global competitiveness of the Australian security industry, and enable improved event detection and classification in noisy time series to the benefit of many critical application areas beyond national security.Read moreRead less
Automatic speech-based assessment of mental state via mobile device. This project aims to create the first mobile, device-based automatic assessment of mental state from acoustic speech. Focusing on novel approaches for eliciting speech, for regression-based scoring of mental state and for longitudinal modelling of speech, the project takes speech processing out of the laboratory and into realistic environments. The project is significant because elicitation approach and longitudinal modelling h ....Automatic speech-based assessment of mental state via mobile device. This project aims to create the first mobile, device-based automatic assessment of mental state from acoustic speech. Focusing on novel approaches for eliciting speech, for regression-based scoring of mental state and for longitudinal modelling of speech, the project takes speech processing out of the laboratory and into realistic environments. The project is significant because elicitation approach and longitudinal modelling have been acknowledged by the research community as challenges that are valuable to investigate, and because conventional regression methods are sub-optimal on ordinal mental state scales. This is significant commercially because mobile devices allow individually tailored, frequent and low-cost mental state assessment. Expected outcomes will include commercial-ready technology, trialled on Australians, accessible to everyone with a mobile device and concentration of Australian research and development capability in a rapidly growing application area.Read moreRead less