Accurate Context-Aware Search for Managed Document Collections. Search is a key component of a vast range of computing applications. However, while search on large collections of general-purpose text is well-understood, and the best systems are highly effective, search on smaller or special-purpose collections is much less reliable and has attracted relatively little research. By identifying general ways of using context such as user history or prior page usefulness, the quality of search in s ....Accurate Context-Aware Search for Managed Document Collections. Search is a key component of a vast range of computing applications. However, while search on large collections of general-purpose text is well-understood, and the best systems are highly effective, search on smaller or special-purpose collections is much less reliable and has attracted relatively little research. By identifying general ways of using context such as user history or prior page usefulness, the quality of search in such cases can be greatly improved. Products that make use of these principles will provide greater workplace efficiency and be able to locate information that other search tools cannot identify.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
Engineering vanadium oxide-based cathode for aqueous ammonium ion batteries. This project aims to develop the next-generation rechargeable aqueous ammonium ion batteries and the scaled-up prototypes. It will be innovatively powered by nonmetallic charge carriers to show superior safety, low cost, high rate and cycle performance, and large capacity, ensuring realistic implementation for industrial purposes. Expected outcomes include a series of chemically and morphologically tuned vanadium oxide- ....Engineering vanadium oxide-based cathode for aqueous ammonium ion batteries. This project aims to develop the next-generation rechargeable aqueous ammonium ion batteries and the scaled-up prototypes. It will be innovatively powered by nonmetallic charge carriers to show superior safety, low cost, high rate and cycle performance, and large capacity, ensuring realistic implementation for industrial purposes. Expected outcomes include a series of chemically and morphologically tuned vanadium oxide-based cathode materials, a novel and reliable working principle based on reversible ammonium ion storage, and battery pack prototypes targeting industry demanded energy density and lifespan. Via industrial pilot trials, commercial benefits will be fast tracked for clean energy storage, net zero future and industry upgrades.Read moreRead less
High performance electrolyte for the vanadium redox flow battery. Vanadium batteries present a highly-scalable, sustainable solution for storage of renewable electricity, but the technology needs to be improved for robust and efficient operation in the warm Australian climate. This project aims to design and extensively test new high-performance electrolyte compositions with advanced thermal stabilising additives for safe long-term battery operation at 60 °C. New knowledge in materials science a ....High performance electrolyte for the vanadium redox flow battery. Vanadium batteries present a highly-scalable, sustainable solution for storage of renewable electricity, but the technology needs to be improved for robust and efficient operation in the warm Australian climate. This project aims to design and extensively test new high-performance electrolyte compositions with advanced thermal stabilising additives for safe long-term battery operation at 60 °C. New knowledge in materials science and electrochemistry will be generated. The core outcome of the project is a sustainable large-scale energy storage technology ready for immediate application in Australia. This will support the transition of the Australian energy sector to renewables and provide businesses with distributed energy storage solutions.Read moreRead less
Embrittlement-tolerant alloys for safe hydrogen transmission and storage. Hydrogen embrittlement in steels is a major impediment to a safe hydrogen economy. This project will determine how hydrogen affects the deformation behaviour of steel, providing the fundamental information that is required to develop alloys that can be safely used in infrastructure for a future Australian hydrogen industry. We will utilise new technologies that allow us, for the first time, to determine the position of hyd ....Embrittlement-tolerant alloys for safe hydrogen transmission and storage. Hydrogen embrittlement in steels is a major impediment to a safe hydrogen economy. This project will determine how hydrogen affects the deformation behaviour of steel, providing the fundamental information that is required to develop alloys that can be safely used in infrastructure for a future Australian hydrogen industry. We will utilise new technologies that allow us, for the first time, to determine the position of hydrogen atoms around micro-scale features and to compare it to local mechanical behaviour, determined by micro-mechanical tests. The systematic investigation of the effect of hydrogen on different micro-components within steel will allow the development of microstructure-guided alloy design principles.Read moreRead less
Defining and developing a marine cadastre for Australia. Australia's ocean territories cover an area 1.5 times larger than the nation's land mass. Systems for the management and administration of land in a spatial context have been developed over many years but no such system exists for the nation's oceans. A marine cadastre aims at providing a comprehensive spatial data infrastructure and spatial analysis tools for the assessment, administration and management of rights, restrictions and respo ....Defining and developing a marine cadastre for Australia. Australia's ocean territories cover an area 1.5 times larger than the nation's land mass. Systems for the management and administration of land in a spatial context have been developed over many years but no such system exists for the nation's oceans. A marine cadastre aims at providing a comprehensive spatial data infrastructure and spatial analysis tools for the assessment, administration and management of rights, restrictions and responsibilities in the marine environment. The objective of this project is to investigate the issues and define the problems associated with the development of a marine cadastre, thereby providing the foundation for future research.Read moreRead less
Next-generation solid-state batteries to drive an automotive revolution. This project seeks to design and fabricate new solid-state silicon electrodes for advanced high energy, high stability lithium batteries. It is anticipated that this project will generate new knowledge in the area of battery electrode materials through an innovative combination of a soft plastic crystal electrolyte with a highly conductive glass ceramic electrolyte. Expected outcomes of this project include a greater unders ....Next-generation solid-state batteries to drive an automotive revolution. This project seeks to design and fabricate new solid-state silicon electrodes for advanced high energy, high stability lithium batteries. It is anticipated that this project will generate new knowledge in the area of battery electrode materials through an innovative combination of a soft plastic crystal electrolyte with a highly conductive glass ceramic electrolyte. Expected outcomes of this project include a greater understanding of electrolyte properties and an increase in the electrode cycle stability. This should provide significant benefits, such as the development of a new high capacity battery to promote the uptake of electric vehicles and lower Australia's carbon footprint.Read moreRead less
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
Privacy-preserving cloud data mining-as-a-service. This project aims to explore practical privacy-preserving solutions for cloud data mining-as-a-service based on the Intel Software Guard Extensions (SGX) technology. The research addresses privacy concerns of users when outsourcing data mining needs to the cloud. These concerns have increased as more businesses evaluate data mining-as-an outsourced service due to lack of expertise or computation resources. The expected outcomes from the research ....Privacy-preserving cloud data mining-as-a-service. This project aims to explore practical privacy-preserving solutions for cloud data mining-as-a-service based on the Intel Software Guard Extensions (SGX) technology. The research addresses privacy concerns of users when outsourcing data mining needs to the cloud. These concerns have increased as more businesses evaluate data mining-as-an outsourced service due to lack of expertise or computation resources. The expected outcomes from the research will include new data privacy models, new privacy-preserving data mining algorithms, and a prototype of cloud data mining software. These will help businesses cut costs for data mining and privacy protection, and provide significant benefits toward helping Australia achieve its national cyber security strategy and potentially provide economic impact from commercialisation of new software technology for the industry partner.Read moreRead less
Solid-state lithium batteries using phase-stabilised electrolytes. This project aims to develop advanced lithium batteries using multifunctional phase-stabilised solid-state electrolytes. Solid-state lithium batteries are the ultimate end goal of the battery industry, owing to their unique features including no fire hazard, high energy and power densities, and long service lifespan. By combining nanofabrication and novel electrolyte materials, the project expects to boost the performances of sol ....Solid-state lithium batteries using phase-stabilised electrolytes. This project aims to develop advanced lithium batteries using multifunctional phase-stabilised solid-state electrolytes. Solid-state lithium batteries are the ultimate end goal of the battery industry, owing to their unique features including no fire hazard, high energy and power densities, and long service lifespan. By combining nanofabrication and novel electrolyte materials, the project expects to boost the performances of solid-state lithium batteries, establishing them as an advanced energy technology to meet future energy storage and conversion needs. The newly developed battery technology will be widely used for portable electronics, electric vehicles and smart electricity grids that integrate renewable energy sources.Read moreRead less