Multiscale geomechanical modelling of basin-scale CO2 storage. This project aims to develop innovative geomechanical models that will provide rapid assessments of the potential for reservoir deformation, including induced seismicity, during geological storage of CO2. The main expected outcome is a multiscale modelling approach that will help to identify storage locations at low risk for deformation and CO2 leakage in regions of little existing geomechanical data. The project will elucidate the .... Multiscale geomechanical modelling of basin-scale CO2 storage. This project aims to develop innovative geomechanical models that will provide rapid assessments of the potential for reservoir deformation, including induced seismicity, during geological storage of CO2. The main expected outcome is a multiscale modelling approach that will help to identify storage locations at low risk for deformation and CO2 leakage in regions of little existing geomechanical data. The project will elucidate the technical and commercial viability of CO2 storage in Australia’s Cooper-Eromanga basins and provide broad economic and environmental benefits by reducing the geomechanical uncertainties that provide a barrier to the global need to upscale carbon capture and storage.Read moreRead less
A novel approach for chemical looping gasification of municipal solid waste. Conventional methods of municipal solid waste disposal, such as landfill and incineration, face strong community opposition because of their adverse environmental impacts. The proposed gasification process with its features, such as low energy demand, inexpensive manufacture, and simplicity, will offer an effective and alternative solution to the problem of municipal solid waste disposal. If deployed across the country, ....A novel approach for chemical looping gasification of municipal solid waste. Conventional methods of municipal solid waste disposal, such as landfill and incineration, face strong community opposition because of their adverse environmental impacts. The proposed gasification process with its features, such as low energy demand, inexpensive manufacture, and simplicity, will offer an effective and alternative solution to the problem of municipal solid waste disposal. If deployed across the country, the volume reduction of waste will be 5 million tonnes per year. The corresponding reduction in greenhouse gases will be 15 Mega tonnes of carbon dioxide equivalent or 2.7 per cent of the net national emissions. About 9 Terra Watt hours of electricity (3 per cent of the national demand) can also be produced, generating $700 million per annum.Read moreRead less
Solar-driven massive hydrogen production from biomass and biomass/coal mixtures by supercritical water gasification. Cheap and massive hydrogen production from renewable resources is one of the key challenges to achieve a hydrogen economy that promises to ultimately solve critical problems, such as energy depletion and climate change. This project exactly falls into this research and development priority and will benefit Australian economy and environment.
Personalised Online Learning Analytics by Exploring Multilayer Graph Data . Learning analytics is becoming a significant factor in reducing the drop-out rate of students in online learning. The aim of this project is to develop a reliable, robust, real-time analysis system that automatically reveals multilayered relationships, evaluates students' learning performance, and generates a personal study plan through discovery. This project includes the design of novel algorithms for multilayer graph ....Personalised Online Learning Analytics by Exploring Multilayer Graph Data . Learning analytics is becoming a significant factor in reducing the drop-out rate of students in online learning. The aim of this project is to develop a reliable, robust, real-time analysis system that automatically reveals multilayered relationships, evaluates students' learning performance, and generates a personal study plan through discovery. This project includes the design of novel algorithms for multilayer graph processing, pattern recognition in learning activities, learning performance assessment, and personalised study plan recommendations. The success of this project will significantly enhance the success of online education both in Australia and worldwide and; hence, will save time, money and resources for end users.Read moreRead less
Electrochemical conversion of carbon dioxide to formic acid. This project aims to develop economical and scalable carbon dioxide electrochemical technologies to convert carbon dioxide in blast furnace flue gas to formic acid as a value-added product in steel-making plants. The project expects to develop new electrochemical catalysts, to optimise the structure of electrodes and ultimately improve carbon dioxide conversion efficiency and reaction selectivity towards formic acid. The expected outco ....Electrochemical conversion of carbon dioxide to formic acid. This project aims to develop economical and scalable carbon dioxide electrochemical technologies to convert carbon dioxide in blast furnace flue gas to formic acid as a value-added product in steel-making plants. The project expects to develop new electrochemical catalysts, to optimise the structure of electrodes and ultimately improve carbon dioxide conversion efficiency and reaction selectivity towards formic acid. The expected outcomes of this project will provide an efficient and economically viable electrochemical technology to convert carbon dioxide to a valuable product such as formic acid or syngas, with the potential to significantly reduce the emission of carbon dioxide from steel-making processes and coal-fired power plants.Read moreRead less
Personalised topic modelling and sentiment analysis for enhanced information discovery over document streams. This project will develop personalised information discovery, navigation and management systems of online content for the creative industries, e.g. to help advertising agencies understand market trends, and enable designers to discover and analyse information relating to new product concepts.
Visual analytics for massive multivariate networks. Visual analytics for massive multivariate networks. This project aims to create methods to visually analyse massive multivariate networks. The amount of network data available has exploded in recent years: software systems, social networks and biological systems have millions of nodes and billions of edges with multivariate attributes. Their size and complexity makes these data sets hard to exploit. More efficient ways to understand the data ar ....Visual analytics for massive multivariate networks. Visual analytics for massive multivariate networks. This project aims to create methods to visually analyse massive multivariate networks. The amount of network data available has exploded in recent years: software systems, social networks and biological systems have millions of nodes and billions of edges with multivariate attributes. Their size and complexity makes these data sets hard to exploit. More efficient ways to understand the data are needed. This project will design, implement and evaluate visualisation methods for massive multivariate network data sets. This research is expected to be used by Australian software development, biotechnology and security companies to exploit their data.Read moreRead less
Effective, efficient and scalable processing of the graph of graphs. This project aims to develop novel approaches to realise the value of the graph of graphs (GoG), which has been widely used to capture the relations among the structured entities. Several key challenges will be addressed: better models to capture the similarity and cohesiveness of the structured entities, increased efficiency, and greater scalability of the processing and analytics of the GoG. The novel models and algorithms de ....Effective, efficient and scalable processing of the graph of graphs. This project aims to develop novel approaches to realise the value of the graph of graphs (GoG), which has been widely used to capture the relations among the structured entities. Several key challenges will be addressed: better models to capture the similarity and cohesiveness of the structured entities, increased efficiency, and greater scalability of the processing and analytics of the GoG. The novel models and algorithms developed within this project will be incorporated into a prototype for both evaluation and to demonstrate real-world practical value for business, industry, and academia. Success in this project should see significant benefits for many important applications such as health, cyber-security and e-commerce.Read moreRead less
Visual analytics for high volume multi attribute financial data streams. While our ability to accumulate data (such as financial data) is increasing, our capability to analyse them is still inadequate despite technological improvements. The new Visual Analytics methods will allow processing of the massive and time-varying data so that the time-critical decisions can be made with minimum effort.
Developing a novel carbon negative fertiliser . Food security is vital to support our growing population. However, our increasing reliance on intensive farming systems necessitates increased fertiliser use, leading to increased water pollution and soil degradation - threatening both the Australian environment and food security. Increasing carbon storage capacity by soil and decreasing fertiliser use are two of the primary pathways for restoring the bio-support capacity of soils and reducing farm ....Developing a novel carbon negative fertiliser . Food security is vital to support our growing population. However, our increasing reliance on intensive farming systems necessitates increased fertiliser use, leading to increased water pollution and soil degradation - threatening both the Australian environment and food security. Increasing carbon storage capacity by soil and decreasing fertiliser use are two of the primary pathways for restoring the bio-support capacity of soils and reducing farming footprints. This innovative and first-of-its-kind project aims to develop a cost-effective, carbon negative fertiliser that reduces fertiliser inputs and increases soil carbon storageRead moreRead less