Data Fusion Techniques for Electro-Mechanical Braking Systems. The main focus of this project is to develop data fusion techniques for clamp force estimation and optimum utilisation of redundant information in a brake-by-wire system. Efficient integration of redundant information in an EMB system is expected to significantly improve the reliability and fault tolerance of such systems. The need for costly and complicated clamp force measurement sensors in electric callipers will also be eliminate ....Data Fusion Techniques for Electro-Mechanical Braking Systems. The main focus of this project is to develop data fusion techniques for clamp force estimation and optimum utilisation of redundant information in a brake-by-wire system. Efficient integration of redundant information in an EMB system is expected to significantly improve the reliability and fault tolerance of such systems. The need for costly and complicated clamp force measurement sensors in electric callipers will also be eliminated by accurate estimation of the clamp force signal, through fusion of more readily available measurements. Development of the proposed data fusion techniques influences the design of future EMBs and enhances the functionality of existing brake-by-wire systems.Read moreRead less
Advanced matrix-analytic methods with applications. Over the last twenty-five years, matrix-analytic methods have proved to be very successful in formulating and analysing certain classes of stochastic models. Motivated by applications, this project will investigate more advanced matrix-analytic methods than have hitherto been studied.
Industrial Transformation Research Hubs - Grant ID: IH130200012
Funder
Australian Research Council
Funding Amount
$2,748,358.00
Summary
ARC Research Hub for Basin GEodyNamics and Evolution of SedImentary Systems (GENESIS). ARC Research Hub for Basin GEodyNamics and Evolution of SedImentary Systems (GENESIS). This Research Hub aims to undertake simultaneous modelling of deep Earth and surface processes, spanning basin scales to individual sediment grains. The Hub will develop and apply cutting-edge basin simulation approaches to transform the seeding and testing of basin exploration models, extending their viability to complex, ....ARC Research Hub for Basin GEodyNamics and Evolution of SedImentary Systems (GENESIS). ARC Research Hub for Basin GEodyNamics and Evolution of SedImentary Systems (GENESIS). This Research Hub aims to undertake simultaneous modelling of deep Earth and surface processes, spanning basin scales to individual sediment grains. The Hub will develop and apply cutting-edge basin simulation approaches to transform the seeding and testing of basin exploration models, extending their viability to complex, inaccessible remote and deep exploration targets. The Hub will fuse multidimensional data into five dimensional basin models (space and time, with uncertainty estimates) by coupling the evolution of mantle flow, crustal deformation, erosion and sedimentary processes, achieving a quantum leap in basin modelling and petroleum systems analysis.Read moreRead less
CENTRE OF RESEARCH EXCELLENCE TO REDUCE INEQUALITY IN HEART DISEASE
Funder
National Health and Medical Research Council
Funding Amount
$2,607,253.00
Summary
There is increasing recognition of a societal responsibility to provide effective and sustainable health care to the entire population and not just to selected parts. Indigenous and regional Australians are most affected by Australia's biggest killer - heart disease. In response, the CRE to Reduce Inequality in Heart Disease, is a national collaboration of researchers from a range of health disciplines. Together they aim to address this problem by developing sustainable and cost-effective health ....There is increasing recognition of a societal responsibility to provide effective and sustainable health care to the entire population and not just to selected parts. Indigenous and regional Australians are most affected by Australia's biggest killer - heart disease. In response, the CRE to Reduce Inequality in Heart Disease, is a national collaboration of researchers from a range of health disciplines. Together they aim to address this problem by developing sustainable and cost-effective health care services.Read moreRead less
Human Leukocyte Antigen-A and -B regulation of Natural Killer cell function. The aim of this project is to determine how genetic variation in the genes encoding cell surface receptors expressed by innate lymphocytes and the molecules they recognise diversifies their capacity to sense and respond to infection. This knowledge is critical for understanding why there are intrinsic differences between individuals with respect to their capacity to respond to different types of infection and will ultim ....Human Leukocyte Antigen-A and -B regulation of Natural Killer cell function. The aim of this project is to determine how genetic variation in the genes encoding cell surface receptors expressed by innate lymphocytes and the molecules they recognise diversifies their capacity to sense and respond to infection. This knowledge is critical for understanding why there are intrinsic differences between individuals with respect to their capacity to respond to different types of infection and will ultimately inform our capacity to better deploy personalised medicines.Read moreRead less
Dissecting The Pseudoexfoliation Syndrome With Complementary Genetic, Proteomic And Biophysical Strategies
Funder
National Health and Medical Research Council
Funding Amount
$490,352.00
Summary
Pseudoexfoliation syndrome (PEX) is an eye condition in which flaky material deposits in the eye, greatly increasing the risk of cataract and glaucoma which can lead to blindness. PEX is also associated with heart disease, strokes and aneurysms. Cataract surgery in PEX patients has a higher rate of complications. In this project we will determine the nature of PEX material and why it forms. This knowlege will facilitate better diagnosis and treatment of PEX preventing associated blindness.
A Randomised Controlled Trial Of A Nurse-led Intervention For Less Chronic Heart Failure: The NIL-CHF Study
Funder
National Health and Medical Research Council
Funding Amount
$1,166,160.00
Summary
The overall aim of the unique NIL-CHF Study is to examine the benefits of applying a specialist nurse-led, home and clinic-based intervention to optimise the care of recently discharged hospital patients with heart disease. Involving 950 patients, it will explore whether more flexible and individualised care to apply the best possible medical treatments is able to PREVENT the most deadly and disabling form of heart disease (chronic heart failure - CHF) and save money in the process.
Computational methods for population-size-dependent branching processes. Branching processes are the primary mathematical tool used to model populations that evolve randomly in time. Most key results in the theory are derived under the simplifying assumption that individuals reproduce and die independently of each other. However, this assumption fails in most real-life situations, in particular when the environment has limited resources or when the habitat has a restricted capacity. This project ....Computational methods for population-size-dependent branching processes. Branching processes are the primary mathematical tool used to model populations that evolve randomly in time. Most key results in the theory are derived under the simplifying assumption that individuals reproduce and die independently of each other. However, this assumption fails in most real-life situations, in particular when the environment has limited resources or when the habitat has a restricted capacity. This project aims to develop novel and effective algorithmic techniques and statistical methods for a class of branching processes with dependences. We will use these results to study significant problems in the conservation of endangered island bird populations in Oceania, and to help inform their conservation management.Read moreRead less
Integration Of Risk Evaluation In Cardiovascular Disease Management Programs.
Funder
National Health and Medical Research Council
Funding Amount
$5,162,176.00
Summary
This study will determine the feasibility of a coordinated health care team approach to the treatment of cardiovascular disorders. It will examine a range of issues – who would most benefit from this approach, its value for money, the relative importance of health care services to consumers, and where to invest additional health funds. Built on strong collaborations between expert researchers in advanced diagnostic techniques, coordinated health care, community health care and health economics, ....This study will determine the feasibility of a coordinated health care team approach to the treatment of cardiovascular disorders. It will examine a range of issues – who would most benefit from this approach, its value for money, the relative importance of health care services to consumers, and where to invest additional health funds. Built on strong collaborations between expert researchers in advanced diagnostic techniques, coordinated health care, community health care and health economics, this provides a unique opportunity to benefit millions of Australians.Read moreRead less