New Optimisation and Control Technologies for Milk Powder Manufacturing Processes. Advanced optimisation and control are considered to be one of the top technologies that help milk powder producers operate their plants more efficiently. However, the successful implementations of these technologies are limited due to poor understanding of the relationship between raw material variations and process disturbances with the target variables. Moreover, uncertainties in process measurements also preven ....New Optimisation and Control Technologies for Milk Powder Manufacturing Processes. Advanced optimisation and control are considered to be one of the top technologies that help milk powder producers operate their plants more efficiently. However, the successful implementations of these technologies are limited due to poor understanding of the relationship between raw material variations and process disturbances with the target variables. Moreover, uncertainties in process measurements also prevent reliable control and effective optimisation. This project aims to address these gaps by developing new optimisation and control methods based on effective model reduction and uncertainty process variable identification, to enable Australian milk powder manufacturers to continuously improve productivity and reduce cost.Read moreRead less
Damage Tolerance Approach in Designing and Maintaining Truck Trailers. This project aims to develop a damage tolerance approach in designing and maintaining truck trailers. Combined with field test and computational simulation, machine learning will be used to generate loading spectrums. Following the damage tolerance philosophy, a mature approach in aerospace industry, the fatigue crack growth and the fatigue life will be predicted. In addition, structural optimisation will be applied in traile ....Damage Tolerance Approach in Designing and Maintaining Truck Trailers. This project aims to develop a damage tolerance approach in designing and maintaining truck trailers. Combined with field test and computational simulation, machine learning will be used to generate loading spectrums. Following the damage tolerance philosophy, a mature approach in aerospace industry, the fatigue crack growth and the fatigue life will be predicted. In addition, structural optimisation will be applied in trailer design. This project expects to revolutionize the design and maintenance practices in Australian truck trailer industry. It should provide significant benefits, such as prolonging the life cycle of truck trailers, reducing the tare weight and increasing operating profit, to both trailer producers and users.Read moreRead less
Electrically conductive elastomeric composites by nanomaterials. Electrically conductive elastomeric composites by nanomaterials. This project aims to develop electrically conductive, mechanically robust, cost-effective elastomeric composites, by exploring new processing methods and studying the synergy between graphene sheets and multi-walled carbon nanotubes. Composites will be design, research and manufactured to suit the fabrication of rolling-resistance sensors that detect early-stage malfu ....Electrically conductive elastomeric composites by nanomaterials. Electrically conductive elastomeric composites by nanomaterials. This project aims to develop electrically conductive, mechanically robust, cost-effective elastomeric composites, by exploring new processing methods and studying the synergy between graphene sheets and multi-walled carbon nanotubes. Composites will be design, research and manufactured to suit the fabrication of rolling-resistance sensors that detect early-stage malfunctioning idler rolls. This technology could prevent the breakage of conveyor belts which are essential to the mining, processing and transportation of loose bulk materials; and improve the design and manufacturing of flexible sensors.Read moreRead less
Scalable Graphene Enabled Smart Composites. The need for lightweight composite materials is increasing exponentially in the context of renewable energy, e-mobility and related emission reductions. This project aims to develop novel approaches to integrate graphene nanomaterials into structural composites, enabling damage sensing and structural health monitoring functionalities. The outcome of this project will be a new class of smart composites that will address the critical need for improving s ....Scalable Graphene Enabled Smart Composites. The need for lightweight composite materials is increasing exponentially in the context of renewable energy, e-mobility and related emission reductions. This project aims to develop novel approaches to integrate graphene nanomaterials into structural composites, enabling damage sensing and structural health monitoring functionalities. The outcome of this project will be a new class of smart composites that will address the critical need for improving structural integrity, safety and reliability, while significantly reducing lifecycle costs. This should provide significant benefits in creating confidence to increase investment in Australia for manufacturing graphene enabled smart materials and technologies with enormous export potential.Read moreRead less
Image search for simulator content creation. The World Wide Web contains tens of billions of images, with personal and industrial collections stretching to may times that number. The potential economic value of these image-based resources is enormous, but largely untapped as we have no practical way of recovering the images we need. This project will develop image search technologies which will allow Australian industry to exploit these important resources. Some of the wide variety of possible ....Image search for simulator content creation. The World Wide Web contains tens of billions of images, with personal and industrial collections stretching to may times that number. The potential economic value of these image-based resources is enormous, but largely untapped as we have no practical way of recovering the images we need. This project will develop image search technologies which will allow Australian industry to exploit these important resources. Some of the wide variety of possible applications might include the searching of surveillance video for objects of interest, vision-based guidance of unmanned vehicles, smart-phone and smart-home systems which understand their environments, and stock tracking systems which can detect spoilage.Read moreRead less
3D printing of custom musical instruments for heritage and industry needs. This Project will explore innovative heritage and commercial applications for the 3D modelling and printing of custom musical instruments to advance Australia’s flexible-manufacturing industry. Musical instruments are complex devices, often made with multiple parts and/or materials, that are commonly built to produce sound through a multitude of manufacturing processes to meet high-performance requirements. When hand-craf ....3D printing of custom musical instruments for heritage and industry needs. This Project will explore innovative heritage and commercial applications for the 3D modelling and printing of custom musical instruments to advance Australia’s flexible-manufacturing industry. Musical instruments are complex devices, often made with multiple parts and/or materials, that are commonly built to produce sound through a multitude of manufacturing processes to meet high-performance requirements. When hand-crafted, they can present considerable morphological variations, even within a single instrument type. The Project’s novel challenge of flexibly manufacturing custom music instruments to meet a diversity of end-user needs will create new digital heritage strategies and market opportunities for Australian research end-users.Read moreRead less
Polymer fibres: A game changer for THz high-capacity interconnects. The transition to a society with consuming enormous amounts of digital data has accentuated the need for high-speed data links. The project aims to create a novel class of polymer terahertz fibres to replace the current lossy wires that are bandwidth limited. This will be achieved through innovative microstructured fibre designs, cost-effective and scalable fibre fabrication, and integration of terahertz fibre in the next genera ....Polymer fibres: A game changer for THz high-capacity interconnects. The transition to a society with consuming enormous amounts of digital data has accentuated the need for high-speed data links. The project aims to create a novel class of polymer terahertz fibres to replace the current lossy wires that are bandwidth limited. This will be achieved through innovative microstructured fibre designs, cost-effective and scalable fibre fabrication, and integration of terahertz fibre in the next generation communication systems. The project outcomes are expected to put Australia at the forefront of the field of polymer terahertz fibre links, which will be a game changer for industries that require reliable and high-speed connections including telecom, automotive, space, datacentres, and image processing.
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Accurate Performance Modelling and Prediction of Cluster Computers. The tools, methodologies and data produced by this project will assist
Australian academic and industrial organisations in choosing the most
cost-effective cluster configurations for their specific high
performance computing requirements. It will also help an Australian
company to compete with increasing strength against the major
multinationals. The project will also draw together and promote future
research links between ....Accurate Performance Modelling and Prediction of Cluster Computers. The tools, methodologies and data produced by this project will assist
Australian academic and industrial organisations in choosing the most
cost-effective cluster configurations for their specific high
performance computing requirements. It will also help an Australian
company to compete with increasing strength against the major
multinationals. The project will also draw together and promote future
research links between two major academic institutions in this field.
Finally, the project will provide high-level training in research,
with industrial grounding, in the high performance computing industry.
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Space-based space surveillance with robust computer vision algorithms. Space-based space surveillance with robust computer vision algorithms. This project aims to develop computer vision algorithms to detect man-made objects in space. These algorithms function on nanosatellite platforms, enabling space-based space surveillance. This technology is expected to provide always-on monitoring of the Earth's orbit to enhance existing defence infrastructure and protect vital space assets, including comm ....Space-based space surveillance with robust computer vision algorithms. Space-based space surveillance with robust computer vision algorithms. This project aims to develop computer vision algorithms to detect man-made objects in space. These algorithms function on nanosatellite platforms, enabling space-based space surveillance. This technology is expected to provide always-on monitoring of the Earth's orbit to enhance existing defence infrastructure and protect vital space assets, including communications and navigational satellites, in Earth’s orbit from collisions and covert sabotage. Increased space use by government and civilian agencies opens up opportunities for the space industry. This project is expected to develop Australia’s space surveillance capabilities, protect space assets and capture a growing market.Read moreRead less
Visual tracking with environmental constraints. By incorporating high level scene understanding into visual tracking, this project will improve the capacity to monitor and analyse complex patterns of activity in video. This has many applications in public safety and security, but the project will demonstrate it on the challenging task of tracking players during an Australian Football League (AFL) game to gather statistics on their performance.