Design tools for optimising data centre layout to minimise energy usage. Data centres are major consumers of energy worldwide, mainly through the need to cool the equipment. It has become imperative to develop the science for reducing this consumption. Rising computing demand, increasing power density, and increasing infrastructure and energy costs are major issue for data centres around the world. Our research will provide a powerful alternative to conventional thermal management techniques for ....Design tools for optimising data centre layout to minimise energy usage. Data centres are major consumers of energy worldwide, mainly through the need to cool the equipment. It has become imperative to develop the science for reducing this consumption. Rising computing demand, increasing power density, and increasing infrastructure and energy costs are major issue for data centres around the world. Our research will provide a powerful alternative to conventional thermal management techniques for cooling high-density heat loads in mixed-density environments. We will address the key issue of energy minimisation through a detailed flow analyses by the use of numerical simulations and optimisation algorithms.Read moreRead less
Condition Monitoring of Aircraft Propulsion for Automated Diagnostics. The integrity of the steering system is crucial for the safe operation of autonomous vehicles. This project aims at developing a new condition monitoring system able to diagnose steering faults earlier, provide a root-cause-analysis of malfunctions, and estimate associated failure risks in the future. The outcomes of this project will be a better understanding of steering faults and their effect on autonomous driving, timely ....Condition Monitoring of Aircraft Propulsion for Automated Diagnostics. The integrity of the steering system is crucial for the safe operation of autonomous vehicles. This project aims at developing a new condition monitoring system able to diagnose steering faults earlier, provide a root-cause-analysis of malfunctions, and estimate associated failure risks in the future. The outcomes of this project will be a better understanding of steering faults and their effect on autonomous driving, timely diagnostics and prognostics and innovative proactive control measures that mitigate their impact on autonomous driving quality and safety. The expected benefits for the automotive industry and end-users include increased safety and reliability of steering systems, and higher confidence in autonomous driving.Read moreRead less
Condition-Based Maintenance Optimisation for Queensland’s Railways. Rail maintainers currently use time-based (scheduled) approaches to balance the costs and benefits of inspections and maintenance. Changing to condition-based maintenance has the potential to reduce costs and improve track condition. This project aims to enable this approach for rail by developing: 1) new track degradation prediction techniques combining Big Data and engineering knowledge; 2) new on-board sensing capabilities fo ....Condition-Based Maintenance Optimisation for Queensland’s Railways. Rail maintainers currently use time-based (scheduled) approaches to balance the costs and benefits of inspections and maintenance. Changing to condition-based maintenance has the potential to reduce costs and improve track condition. This project aims to enable this approach for rail by developing: 1) new track degradation prediction techniques combining Big Data and engineering knowledge; 2) new on-board sensing capabilities for frequent, low-cost track monitoring; 3) novel inspection and maintenance optimisation methods to efficiently allocate resources. The knowledge generated by this project is expected to decrease maintenance costs, safety risk, and track closures and therefore enhance the affordability and reliability of rail travel.Read moreRead less
Identification of novel biomarkers in tears for prostate cancer diagnosis and prognosis. The purpose of this study is to identify novel biomarkers in the tears of patients with CaP. The use of the several techniques will increase the chance of success and enable us to find more diagnostic markers. If successful, the identified proteins may be used to diagnose and determine the stage of cancer. This will help guide clinicians in choosing the best treatment methods for an individual patient. The m ....Identification of novel biomarkers in tears for prostate cancer diagnosis and prognosis. The purpose of this study is to identify novel biomarkers in the tears of patients with CaP. The use of the several techniques will increase the chance of success and enable us to find more diagnostic markers. If successful, the identified proteins may be used to diagnose and determine the stage of cancer. This will help guide clinicians in choosing the best treatment methods for an individual patient. The markers may also be used to monitor the disease progress and the effects of treatment. The results from this study may improve the prognosis of CaP patients.Read moreRead less
Development of a non-invasive diagnostic test of Embryo Viability. A successful outcome will:
. improve the cost effectiveness of assisted reproductive technologies resulting in reduced health care costs and allowing greater use of ART in animal production
. by greater cost-effectiveness, facilitate greater access to these advanced technologies in less well developed economies
. build the national capacity in development and validation of biotech diagnostics
. build collaborative relationsh ....Development of a non-invasive diagnostic test of Embryo Viability. A successful outcome will:
. improve the cost effectiveness of assisted reproductive technologies resulting in reduced health care costs and allowing greater use of ART in animal production
. by greater cost-effectiveness, facilitate greater access to these advanced technologies in less well developed economies
. build the national capacity in development and validation of biotech diagnostics
. build collaborative relationship between the CI, University of Sydney and a leading industry partner (Cook Australia)
. lead to significant new fundamental knowledge in embryology that will be of major International significance
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Single molecule spectroscopy-guided design of thermostable industrial enzymes. The production and engineering of proteins are key methodologies in life sciences. The current project aims to develop new approaches to accelerate the production and analysis of proteins and to apply them to discover improved proteins for use as feedstock supplements.
Saving Nemo: Reducing animal use in toxicity assessments of wastewater. Every day, Australians produce ~5 billion litres of wastewater, which contains a cocktail of chemicals. Industries that discharge wastewater are required to assess chemical risks to the receiving environments by conducting whole animal direct toxicity assessments (DTA), which are expensive and pose an ethical dilemma. Our preliminary research shows that new in vitro bioassays provide an ethical and cost effective alternative ....Saving Nemo: Reducing animal use in toxicity assessments of wastewater. Every day, Australians produce ~5 billion litres of wastewater, which contains a cocktail of chemicals. Industries that discharge wastewater are required to assess chemical risks to the receiving environments by conducting whole animal direct toxicity assessments (DTA), which are expensive and pose an ethical dilemma. Our preliminary research shows that new in vitro bioassays provide an ethical and cost effective alternative that could be incorporated into DTA programs if their ecological relevance can be demonstrated. This project will develop and validate a new and internationally significant suite of in vitro bioassays for incorporation into DTA programs, leading to more ethical, cost effective and improved environmental protection.Read moreRead less
Engineering cyanobacteria for high-value flavours and fragrances production. Engineering the metabolism of cyanobacteria for industrial production of flavours and fragrances has great commercial potential. Cyanobacteria capture more than 25% of the planet’s carbon. Due to their native metabolism and capacity to express complex plant proteins, they represent an attractive Synthetic Biology platform for the biosynthesis of flavours and fragrances. Combining physiological strain characterisation an ....Engineering cyanobacteria for high-value flavours and fragrances production. Engineering the metabolism of cyanobacteria for industrial production of flavours and fragrances has great commercial potential. Cyanobacteria capture more than 25% of the planet’s carbon. Due to their native metabolism and capacity to express complex plant proteins, they represent an attractive Synthetic Biology platform for the biosynthesis of flavours and fragrances. Combining physiological strain characterisation and ‘omics studies, new Synthetic Biology strategies and models will be developed. The project aims at engineering a suite of modified freshwater and marine cyanobacteria for flavours and fragrances biosynthesis. The project aims at enabling solar biomanufacturing to underpin the emergence of an advanced Australian bioeconomy.Read moreRead less
Australia’s first Green Biopharm . Protein-based medicines and vaccines represent the fastest growing sector of the pharmaceutical market, but their production by Australian small and medium enterprises is prohibited by the high infrastructure and operating costs of traditional manufacturing systems. This project aims to develop advanced methods to produce protein-based medicines using a native plant. The power of this technology will be demonstrated by making a biologic anti-parasite treatment, ....Australia’s first Green Biopharm . Protein-based medicines and vaccines represent the fastest growing sector of the pharmaceutical market, but their production by Australian small and medium enterprises is prohibited by the high infrastructure and operating costs of traditional manufacturing systems. This project aims to develop advanced methods to produce protein-based medicines using a native plant. The power of this technology will be demonstrated by making a biologic anti-parasite treatment, as an alternative to outdated chemical treatments. Expected outcomes include a unique scalable technology which will support Australia's sovereign capacity to produce high-value proteins, rapidly, affordably, and at scale, and with less complexity than current plant-based systems. Read moreRead less