New Bayesian methodology for understanding complex systems using hidden Markov models and expert opinion, environmental, robotics and genomics applications. This project aims to merge four areas of intense international interest in describing complex systems: hidden Markov models and mixtures, semi-parametric and nonparametric approaches, true combination of expert opinion with data, and new Bayesian computational methods based on perfect sampling and particle sampling. The project will signific ....New Bayesian methodology for understanding complex systems using hidden Markov models and expert opinion, environmental, robotics and genomics applications. This project aims to merge four areas of intense international interest in describing complex systems: hidden Markov models and mixtures, semi-parametric and nonparametric approaches, true combination of expert opinion with data, and new Bayesian computational methods based on perfect sampling and particle sampling. The project will significantly contribute to statistical methodology and its ability to inform about real-world problems. A strong focus on applications to genomics, robotics and environmental modelling will bring immediate research and monetary benefit for industry. Expected outcomes include enhanced cross-disciplinary and international linkages, publications, industry-funded projects and highly trained graduates.Read moreRead less
Volatile Organic Compound removal from indoor air environments by an integrated photocatalytic/filtration system. This project promotes the development of technology for providing improved air quality in indoor environments. Mentoring by internationally renowned experts of young Australian researchers on this issue of high importance will be undertaken by the Chief and Partner Investigators. Success from this project will place Australia as a leader in the global community for developing technol ....Volatile Organic Compound removal from indoor air environments by an integrated photocatalytic/filtration system. This project promotes the development of technology for providing improved air quality in indoor environments. Mentoring by internationally renowned experts of young Australian researchers on this issue of high importance will be undertaken by the Chief and Partner Investigators. Success from this project will place Australia as a leader in the global community for developing technology in air pollution quality control.Read moreRead less
Plasma-Catalytist Hybrid Process for Simultaneous Removal of NOx and SOx. Coal combustion provides over 80% of the electricity produced in Australia, with the power stations being major emitters of the pollutants NOx and SOx. This project will potentially lead to a new technology to simultaneously remove NOx and SOx in a single and economical process, eliminating the secondary waste streams that disadvantage current competing technologies. This will provide: significant environmental benefits f ....Plasma-Catalytist Hybrid Process for Simultaneous Removal of NOx and SOx. Coal combustion provides over 80% of the electricity produced in Australia, with the power stations being major emitters of the pollutants NOx and SOx. This project will potentially lead to a new technology to simultaneously remove NOx and SOx in a single and economical process, eliminating the secondary waste streams that disadvantage current competing technologies. This will provide: significant environmental benefits for Australia in reducing these dangerous atmospheric pollutants; economic advantage to our power stations by enabling cheaper, more efficient technologies and consolidate Australia's leading position in the world in air pollution control. Read moreRead less
Physical factors affecting deposition of combustion submicrometer particles in the human lung. Particles generated from combustion sources have a profound effect on human health, yet there is lack of scientific understanding of the role of different physical mechanisms on particle deposition in the lung. This program will advance scientific knowledge in this field through multidisciplinary efforts of a team from QUT and the University of Salzburg, Austria. It aims at quantification of particle d ....Physical factors affecting deposition of combustion submicrometer particles in the human lung. Particles generated from combustion sources have a profound effect on human health, yet there is lack of scientific understanding of the role of different physical mechanisms on particle deposition in the lung. This program will advance scientific knowledge in this field through multidisciplinary efforts of a team from QUT and the University of Salzburg, Austria. It aims at quantification of particle deposition in human lung through experimental studies and advanced modelling. The program will enhance and strengthen the existing collaboration between the universities and its outcome will be of significance in the vital area of human health and risk assessment.Read moreRead less
Characterization of Sub- and Super-Critical Fluids in Nanomaterials. In recent years, nano-porous materials have become the most potential media for applications in the areas of separation and purification, with materials such as carbon alloy, activated carbon fibre, carbon nanotube and their derivatives. Their effective utilisation depends on how well we characterise them for their adsorption capacities. In this project, we propose a new model for this characterisation and this model can be u ....Characterization of Sub- and Super-Critical Fluids in Nanomaterials. In recent years, nano-porous materials have become the most potential media for applications in the areas of separation and purification, with materials such as carbon alloy, activated carbon fibre, carbon nanotube and their derivatives. Their effective utilisation depends on how well we characterise them for their adsorption capacities. In this project, we propose a new model for this characterisation and this model can be used for the prediction of adsorption of multicomponent systems, which are common in separation and purification industries, without recourse to extensive experimentation. The success of this model could translate to cost savings in those industries.Read moreRead less
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE0775548
Funder
Australian Research Council
Funding Amount
$180,000.00
Summary
Advanced characterisation facilities for functional nanostructured materials. A critical factor that enhances frontier research is a set of advanced core research experimental facilities for material characterisation purposes. The proposed equipment aims to: (1) provide research facilities for advanced nanomaterial research; (2) improve national competitiveness and growth in a knowledge-based economy; and (3) foster local talented researchers in order to meet the strategic needs of the nation fo ....Advanced characterisation facilities for functional nanostructured materials. A critical factor that enhances frontier research is a set of advanced core research experimental facilities for material characterisation purposes. The proposed equipment aims to: (1) provide research facilities for advanced nanomaterial research; (2) improve national competitiveness and growth in a knowledge-based economy; and (3) foster local talented researchers in order to meet the strategic needs of the nation for a sustainable environment. These activities will revitalise Australia's leading role in creating new technologies with particular relevance to using advanced nanostructures for the production of clean air and water, and sustainable energy alternatives.Read moreRead less
DEVELOPING SCIENTIFIC BASIS FOR THE RAPID DETECTION SYSTEM OF DIESEL VEHICLES WITH HIGH LEVEL OF EXHAUST EMISSIONS. Diesel vehicle exhaust is a significant source of air pollution leading to major human health problems. However, only a small fraction of vehicles with high exhaust emissions cause the majority of this pollution. Initially, this research will develop a model of dispersion of pollutants into the environment immediately after emission. This model will be the scientific foundation for ....DEVELOPING SCIENTIFIC BASIS FOR THE RAPID DETECTION SYSTEM OF DIESEL VEHICLES WITH HIGH LEVEL OF EXHAUST EMISSIONS. Diesel vehicle exhaust is a significant source of air pollution leading to major human health problems. However, only a small fraction of vehicles with high exhaust emissions cause the majority of this pollution. Initially, this research will develop a model of dispersion of pollutants into the environment immediately after emission. This model will be the scientific foundation for the development of an efficient and economical rapid detection system for those vehicles with high exhaust emissions. The major outcome is to improve air quality and lower the occurrence/severity of airborne pollution induced health effects.Read moreRead less
Optimisation of indoor air quality, thermal comfort and energy usage within buildings located in busy transit oriented urban developments. The socio-economic benefits to Australia from the project include (i) a novel holistic modelling tool to building design that maximises indoor comfort and provides acceptable air quality for the inhabitants whilst minimising energy usage in transit oriented urban developments; and (ii) estimation of energy consumption for different building designs and operat ....Optimisation of indoor air quality, thermal comfort and energy usage within buildings located in busy transit oriented urban developments. The socio-economic benefits to Australia from the project include (i) a novel holistic modelling tool to building design that maximises indoor comfort and provides acceptable air quality for the inhabitants whilst minimising energy usage in transit oriented urban developments; and (ii) estimation of energy consumption for different building designs and operation with respect to air quality and thermal comfort. The ultimate economic benefit of this research will be a reduction in health care costs and lost productivity as well as reduction of energy used and associated emissions. The research will also place Australia in the forefront of international progress and the race towards better methods for achieving environmental sustainability.Read moreRead less
Quantification of Traffic Generated Nano and Ultrafine Particle Dynamics and Toxicity in Transit Hubs and Transport Corridors. The socio-economic benefits to Australia will include (i) new knowledge for the multiparameter assessment of nano and ultrafine particles, pollutants in the centre of current scientific, medical and policy debates (ii) a breakthrough in the scientific understanding of traffic generated particles in the urban atmosphere (iii) determining the toxicological impact of these ....Quantification of Traffic Generated Nano and Ultrafine Particle Dynamics and Toxicity in Transit Hubs and Transport Corridors. The socio-economic benefits to Australia will include (i) new knowledge for the multiparameter assessment of nano and ultrafine particles, pollutants in the centre of current scientific, medical and policy debates (ii) a breakthrough in the scientific understanding of traffic generated particles in the urban atmosphere (iii) determining the toxicological impact of these particles on biological systems. The ultimate economic benefit will be improved urban design to lower human exposure to ultrafine particles, thus reducing health care cost and productivity losses. The research will also place Australia at the forefront of international progress towards better methods for achieving environmental sustainability.Read moreRead less
The Australian Dust Transport System: characterisation and downwind impacts. Most Australians are aware that dust storms occur in dry inland areas and recently many experienced first hand, the dust storms that engulfed our cities. Few, however, are aware of the diverse impacts of desert dust downwind from source. Recent technological advances in remote sensing have made dust storms much easier to study, and Australian researchers will use these, and other innovative techniques, to reconstruct th ....The Australian Dust Transport System: characterisation and downwind impacts. Most Australians are aware that dust storms occur in dry inland areas and recently many experienced first hand, the dust storms that engulfed our cities. Few, however, are aware of the diverse impacts of desert dust downwind from source. Recent technological advances in remote sensing have made dust storms much easier to study, and Australian researchers will use these, and other innovative techniques, to reconstruct the major dust storms back to 1960. They will reconstruct the sources, dust loads and trajectories of these storms, and examine how dust affects urban air pollution. Their data will also be provided to an allied research team in New Zealand, who are examining how iron-rich Australia dust affects phytoplankton in the oceans.Read moreRead less