Special Research Initiatives - Grant ID: SR0354575
Funder
Australian Research Council
Funding Amount
$30,000.00
Summary
Earth and Ocean Informatics and Technology Network (EON-ITnet). Sustainable resource exploration and mining onshore, as well as marine planning, exploration, and defence depend on effective cross-disciplinary investigation, sharing of expertise and technologies for integration and computational analysis of multidimensional data spaces. EON-ITNET will cross-fertilise the use of artificial intelligence, advanced computing and smart information sharing for management, analysis, visualisation and me ....Earth and Ocean Informatics and Technology Network (EON-ITnet). Sustainable resource exploration and mining onshore, as well as marine planning, exploration, and defence depend on effective cross-disciplinary investigation, sharing of expertise and technologies for integration and computational analysis of multidimensional data spaces. EON-ITNET will cross-fertilise the use of artificial intelligence, advanced computing and smart information sharing for management, analysis, visualisation and metadata modelling between these traditionally separate research groups, with the outcome of improving research efficiency and lowering costs. EON-ITNET will form an alliance with the Caltech-based GeoFramework, which is advancing a novel object-oriented data analysis environment, binding community software for Earth visualisation and simulation to 4D data bases.Read moreRead less
A hybrid multi-agent technique for shop floor control. The new knowledge and techniques, as a result of this research project, will have direct relevance to many Australian industries. In particular, they provide opportunities to improve Australia's competitiveness through innovations for the manufacturing sector. The project will enable the development of the state-of-the-art simulation software readily accessible to a larger section of industry, including small to medium sized manufacturers. T ....A hybrid multi-agent technique for shop floor control. The new knowledge and techniques, as a result of this research project, will have direct relevance to many Australian industries. In particular, they provide opportunities to improve Australia's competitiveness through innovations for the manufacturing sector. The project will enable the development of the state-of-the-art simulation software readily accessible to a larger section of industry, including small to medium sized manufacturers. The use of meta-modelling will improve control of processes on the shop floor. Combining process meta-models with hybrid discrete event-based agent optimisation will result in increased shop floor efficiency, assisting Australian industry to be competitive in the world market.Read moreRead less
Intelligent Model Checking. Real-world systems are typically so complex that software engineers require specialised CAD tools to debug and verify a design. Model checking is a formal method that is used extensively for this purpose, particularly for mission-critical systems. In this work, a new kind of verifying tool, based on model checking, is developed. This new model checker is intelligent because a heuristic search is integrated into the underlying formalism. It is not exhaustive, and is mo ....Intelligent Model Checking. Real-world systems are typically so complex that software engineers require specialised CAD tools to debug and verify a design. Model checking is a formal method that is used extensively for this purpose, particularly for mission-critical systems. In this work, a new kind of verifying tool, based on model checking, is developed. This new model checker is intelligent because a heuristic search is integrated into the underlying formalism. It is not exhaustive, and is more efficient than a traditional model checker during the design phase because it does only a minimum amount of work in its search for a fault.Read moreRead less
Dynamic Scheduling and Stochastic Control for Sensor Networks. Sensor networks are rapidly becoming important in applications from environmental monitoring, navigation to border surveillance. However, due to bandwidth constraints, even very simple networks have proven to be very complex to properly control. It is now necessary to efficiently allocate the 'limited available bandwidth' to sensors in order to share the most valuable data over the network. Therefore, this project proposes new techn ....Dynamic Scheduling and Stochastic Control for Sensor Networks. Sensor networks are rapidly becoming important in applications from environmental monitoring, navigation to border surveillance. However, due to bandwidth constraints, even very simple networks have proven to be very complex to properly control. It is now necessary to efficiently allocate the 'limited available bandwidth' to sensors in order to share the most valuable data over the network. Therefore, this project proposes new techniques using concepts of dynamic sensor scheduling and stochastic control to provide computationally feasible and near optimal solutions to the limited and varying bandwidth problem. This work will greatly enhance the operational performance of distributed sensor networks.Read moreRead less
Accurate Performance Modelling and Prediction of Cluster Computers. The tools, methodologies and data produced by this project will assist
Australian academic and industrial organisations in choosing the most
cost-effective cluster configurations for their specific high
performance computing requirements. It will also help an Australian
company to compete with increasing strength against the major
multinationals. The project will also draw together and promote future
research links between ....Accurate Performance Modelling and Prediction of Cluster Computers. The tools, methodologies and data produced by this project will assist
Australian academic and industrial organisations in choosing the most
cost-effective cluster configurations for their specific high
performance computing requirements. It will also help an Australian
company to compete with increasing strength against the major
multinationals. The project will also draw together and promote future
research links between two major academic institutions in this field.
Finally, the project will provide high-level training in research,
with industrial grounding, in the high performance computing industry.
Read moreRead less
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE0882942
Funder
Australian Research Council
Funding Amount
$350,000.00
Summary
Advanced Driving Simulator for Injury Prevention Research. Tragically road crashes are still the major cause of traumatic death and injury in Australia with an economic and social burden estimated at over $17 billion per year. This internationally recognised research team proposes to use a world leading advanced driving simulator for experimental studies to reduce the carnage and loss on Australian roads. It is vital that Australian researchers are granted access to the highest possible standa ....Advanced Driving Simulator for Injury Prevention Research. Tragically road crashes are still the major cause of traumatic death and injury in Australia with an economic and social burden estimated at over $17 billion per year. This internationally recognised research team proposes to use a world leading advanced driving simulator for experimental studies to reduce the carnage and loss on Australian roads. It is vital that Australian researchers are granted access to the highest possible standard of driving simulator technology to facilitate state-of-the-art research that could not otherwise be undertaken on open road settings due to ethical and safety reasons and cost limitations. This advanced driving simulator will support regulations regarding automotive safety.Read moreRead less
A Roadmap for Greening Existing Australian Housing. The project will minimise the impact of the Greenhouse Pollution Reduction Scheme and anticipated rises in water costs on the householders. It will assist the consumers and the building industry in evaluating the environmental and economic costs and benefits of specific retrofitting actions for building envelope and major fixed appliances (thermal insulation, glazing, air infiltration, hot water, heating/cooling, lighting, low water flow and wa ....A Roadmap for Greening Existing Australian Housing. The project will minimise the impact of the Greenhouse Pollution Reduction Scheme and anticipated rises in water costs on the householders. It will assist the consumers and the building industry in evaluating the environmental and economic costs and benefits of specific retrofitting actions for building envelope and major fixed appliances (thermal insulation, glazing, air infiltration, hot water, heating/cooling, lighting, low water flow and water reuse appliances, and solar photovoltaic systems). In addition to assisting a burgeoning renovation industry, the project will enable accurate assessment of the impacts of the Green Loans Program and guide future national and local energy and water reduction policies. Read moreRead less
Bio-inspired speech analysis: Specialised information processing of vocalisations in the auditory brainstem. This project has the potential to benefit bionic ear and hearing aid users through the development of signal processing methods that mimic the amazing abilities of the brain. Speech perception performance by bionic ear users has reached a plateau and these new strategies could produce the breakthrough needed to provide the next increase in performance. The benefit for greater improved hea ....Bio-inspired speech analysis: Specialised information processing of vocalisations in the auditory brainstem. This project has the potential to benefit bionic ear and hearing aid users through the development of signal processing methods that mimic the amazing abilities of the brain. Speech perception performance by bionic ear users has reached a plateau and these new strategies could produce the breakthrough needed to provide the next increase in performance. The benefit for greater improved hearing has enormous benefit and potential for improving the quality of life of the hearing impaired, especially those with severe and profound hearing loss. In addition, the algorithms may provide more robust automatic speech recognition, making this technology more useful in everyday situations; the markets that this would open up are enormous.Read moreRead less
Simulating the evolution of the Southern Ocean and Australia's Palaeo-environment over 40 million years. Our project falls in the first national research priority: an environmentally sustainable Australia and meets two of its primary goals, understanding environmental change and the evolution of biodiversity, and responding to climate change and variability. Our models will represent a major step forward in differentiating between natural processes and anthropological input to present global cli ....Simulating the evolution of the Southern Ocean and Australia's Palaeo-environment over 40 million years. Our project falls in the first national research priority: an environmentally sustainable Australia and meets two of its primary goals, understanding environmental change and the evolution of biodiversity, and responding to climate change and variability. Our models will represent a major step forward in differentiating between natural processes and anthropological input to present global climate change and will address quantitatively how Australia changed from a continent rich in freshwater to the driest inhabited continent throughout the last 40 million years.Read moreRead less
A Distributed Virtual Factory in Agile Manufacturing. The aim of this research is to develop an Intelligent Distributed Virtual Factory consisting of several distributed precise simulation models connected by several synchronisation mechanisms named Time Bucket algorithms. Intelligent Distributed Virtual Factory will then be applied into precise evaluations of the whole manufacturing system under two major types of manufacturing operational logics, PULL and PUSH methods.