Bayesian inference for complex regression models using mixtures. The project will use mixtures to flexibly model complex regression functions and will develop Bayesian methods for carrying out statistical inference on these models. The models will deal with both Gaussian and non-Gaussian data. Multiple explanatory variables are dealt with by mixing simple additives to produce flexible high dimensional function estimates. Variable selection and model averaging will be used to identify important v ....Bayesian inference for complex regression models using mixtures. The project will use mixtures to flexibly model complex regression functions and will develop Bayesian methods for carrying out statistical inference on these models. The models will deal with both Gaussian and non-Gaussian data. Multiple explanatory variables are dealt with by mixing simple additives to produce flexible high dimensional function estimates. Variable selection and model averaging will be used to identify important variables and thus make the estimation more efficient. The methods will be extended to multivariate responses where account will taken be taken of the structure of the dependence between responses.Read moreRead less
A New Photocatalysis Hybrid System in Wastewater Treatment for Reuse. This project would particularly be useful to unreticulated sewage systems and small sewage treatment plants are prevalent in the coastal areas of NSW and Queensland and the interior parts of Northern Territory with small and isolated communities. Opportunities for demonstrating the successful application of this cost effective method of waste water treatment to appropriate stakeholders through participation in workshops, semin ....A New Photocatalysis Hybrid System in Wastewater Treatment for Reuse. This project would particularly be useful to unreticulated sewage systems and small sewage treatment plants are prevalent in the coastal areas of NSW and Queensland and the interior parts of Northern Territory with small and isolated communities. Opportunities for demonstrating the successful application of this cost effective method of waste water treatment to appropriate stakeholders through participation in workshops, seminars and events will be explored. The study can also be extended to small and medium sized industries in their wastewater treatment. The technology is of direct benefit within the Nation and also has significant export potential. Read moreRead less
Healthier Water: Innovative Processes for Arsenic Removal and Sludge Management. Arsenic is a highly toxic metal found in drinking water in parts of Australia and in many parts of the world. The enforcement of stringent arsenic standard for drinking water calls for an effective treatment technology. In this study, an innovative and cost effective treatment system for arsenic removal will be developed for use in small community water supplies. This novel hybrid system consists of buoyant media f ....Healthier Water: Innovative Processes for Arsenic Removal and Sludge Management. Arsenic is a highly toxic metal found in drinking water in parts of Australia and in many parts of the world. The enforcement of stringent arsenic standard for drinking water calls for an effective treatment technology. In this study, an innovative and cost effective treatment system for arsenic removal will be developed for use in small community water supplies. This novel hybrid system consists of buoyant media flocculator and a newly-developed metal oxide coated media adsorption technique to achieve superior arsenic removal. A simple and safe disposal of arsenic sludge will also be established and tested.Read moreRead less
Hanging sponge aerobic bioreactor and membrane - adsorption hybrid system: a novel two stage system in wastewater reuse. A novel two-stage system consisting of a downflow hanging sponge biological reactor (DHS) and submerged membrane-adsorption hybrid system (SMAS) will be developed in this study. The DHS modified to incorporate solid separation and superior organics, and nitrogen removal will be an excellent pretreatment system that features minimum energy requirement and on sludge production. ....Hanging sponge aerobic bioreactor and membrane - adsorption hybrid system: a novel two stage system in wastewater reuse. A novel two-stage system consisting of a downflow hanging sponge biological reactor (DHS) and submerged membrane-adsorption hybrid system (SMAS) will be developed in this study. The DHS modified to incorporate solid separation and superior organics, and nitrogen removal will be an excellent pretreatment system that features minimum energy requirement and on sludge production. The post treatment of SMAS is to be studied to optimize aeration, biological activity on activated carbon will remove the remaining organics, solids, bacteria and majority of viruses. The developed hybrid system will be a cost- effective system in water reuse in small communities.Read moreRead less
A novel filtration-bioadsorption hybrid system in water treatment: Cleaner and safer water for small communities. Dissolved organic matter inadequately removed by conventional water treatment processes leads to carcinogenic compounds and the formation of biofilm in the water pipe. In this research, a novel hybrid system will be developed, which consists of a bioadsorption (biologically activated carbon (BAC)) system and a floating medium prefilter. The BAC and prefilter design will be optimized ....A novel filtration-bioadsorption hybrid system in water treatment: Cleaner and safer water for small communities. Dissolved organic matter inadequately removed by conventional water treatment processes leads to carcinogenic compounds and the formation of biofilm in the water pipe. In this research, a novel hybrid system will be developed, which consists of a bioadsorption (biologically activated carbon (BAC)) system and a floating medium prefilter. The BAC and prefilter design will be optimized through new techniques such as biomass analysis, specific organics characterization and particle size distribution analysis. The hybrid unit developed will be a cost effective and low maintenance system for safe organic removal, especially in small water supply schemes.Read moreRead less
An Optimal Integrated Immersed Membrane System as Pre-Treatment for Reverse Osmosis Desalination. This project will be useful for both coastal and inland areas of Australia. It will provide sustainable technology to meet the needs of water supply where the main sources are seawater and brackish water. Reverse osmosis (RO) is the dominant technology in water desalination and in the final polishing step in wastewater treatment for reuse. The novel pre-treatment proposed in this study is the key fo ....An Optimal Integrated Immersed Membrane System as Pre-Treatment for Reverse Osmosis Desalination. This project will be useful for both coastal and inland areas of Australia. It will provide sustainable technology to meet the needs of water supply where the main sources are seawater and brackish water. Reverse osmosis (RO) is the dominant technology in water desalination and in the final polishing step in wastewater treatment for reuse. The novel pre-treatment proposed in this study is the key for the cost-effective and energy efficient operation of RO. This project will strengthen research links among Australian, European and USA universities, to come up with a forefront pre-treatment technology for RO desalination. The technology is of direct benefit to ongoing RO installations in Australia and also has significant export potential.Read moreRead less
Underlying mechanisms of e-waste bioleaching and hydropyrolysis. The project will develop a reclamation technology with an ecologically sustainable solution to e-waste management. Focusing on printed circuit boards, we will use our novel bioleaching and hydropyrolysis methods to process e-wastes, recover base and precious metals and reclaim energy. This will create safe working methods, high recycling efficiencies and generation of products from e-wastes.
Determining the Toxicity of Sedimentary Organic Contaminants in the Marine Environment and its implications for Australia. Australia, like many countries, has adopted sediment quality guidelines, which govern construction, waste disposal, dredging, protection of living resources and remediation in coastal regions. Recent studies by the current applicants indicate that these guidelines overestimate sediment toxicity, which may result in unnecessary, costly environmental investigations and possibl ....Determining the Toxicity of Sedimentary Organic Contaminants in the Marine Environment and its implications for Australia. Australia, like many countries, has adopted sediment quality guidelines, which govern construction, waste disposal, dredging, protection of living resources and remediation in coastal regions. Recent studies by the current applicants indicate that these guidelines overestimate sediment toxicity, which may result in unnecessary, costly environmental investigations and possibly needless, very expensive remediation. Although contaminants are in extremely high concentrations in many Australian coastal areas, they may not be available (bioavailable) to benthic animals. A new technique is proposed to determine contaminant bioavalibility and improve the predictability of these guidelines and ensure the ecological sustainable development of coastal environments.Read moreRead less
Modelling contaminant dynamics in a well-mixed/stratified estuary. The proposed mixed/stratified estuarine model is unique and will predict effects of stormwater discharge on water quality, provide guidelines for loading from various contaminant sources, assess impact of marine construction activities, establish effects of natural and anthropogenic resuspension and determine spatial/temporal changes in contaminant distributions. Knowledge generated will assist making decisions locally and overse ....Modelling contaminant dynamics in a well-mixed/stratified estuary. The proposed mixed/stratified estuarine model is unique and will predict effects of stormwater discharge on water quality, provide guidelines for loading from various contaminant sources, assess impact of marine construction activities, establish effects of natural and anthropogenic resuspension and determine spatial/temporal changes in contaminant distributions. Knowledge generated will assist making decisions locally and overseas regarding the protection of valuable living resources, the future environmental status of estuarine systems under alternative management and remedial strategies, management contaminated sediments, new legislation for best management practise, and support for long-term policy development for this estuary type. Read moreRead less
Impact of redox condition on emerging contaminants fate. This project aims to improve our ability to predict the environmental drivers that control the fate of contaminants of emerging concern in the subsurface. Emerging contaminants are a concern due to their potential negative ecosystem and health outcomes. Prediction of their environmental fate will be of benefit as it will help ensure the safety of our drinking water sources and ensure that water sources are fit for purpose. With increasing ....Impact of redox condition on emerging contaminants fate. This project aims to improve our ability to predict the environmental drivers that control the fate of contaminants of emerging concern in the subsurface. Emerging contaminants are a concern due to their potential negative ecosystem and health outcomes. Prediction of their environmental fate will be of benefit as it will help ensure the safety of our drinking water sources and ensure that water sources are fit for purpose. With increasing pressure on our precious water resources prediction of the risks to this resource is essential. Expected outcomes are of significance as they will include a much improved ability to predict and control the ultimate fate of emerging contaminants in our water sources.Read moreRead less