Rapid Modelling, simulation and control for automated conveyor systems. Automated conveyor systems form part of the core infrastructure of Australia 's industrial and transportation sectors. New tools and methodologies are required to facilitate an urgent upgrade of these systems in order to combat heightened security risks and remain internationally competitive. Airport baggage handling will be researched, as the conveyor networks are highly complex in terms of control, decision-making and mode ....Rapid Modelling, simulation and control for automated conveyor systems. Automated conveyor systems form part of the core infrastructure of Australia 's industrial and transportation sectors. New tools and methodologies are required to facilitate an urgent upgrade of these systems in order to combat heightened security risks and remain internationally competitive. Airport baggage handling will be researched, as the conveyor networks are highly complex in terms of control, decision-making and modelling. The proposed simulation framework will allow the development of dynamic routing and distributed control algorithms to improve system robustness, efficiency and throughput. Innovative techniques in conceptual modelling and data analysis will make state-of-the-art simulation technology available for rapid deployment.Read moreRead less
Enabling secure and competitive air cargo systems. This research will make a valuable contribution towards raising security levels in Australia. Methodologies and tools that enable rapid modelling, analysis and ongoing decision making support will enable the Australian air cargo industry to efficiently implement emerging screening technologies, whilst remaining competitive.
Improved efficiency in air cargo facilities and distribution hubs will help maintain and improve productivity and reduce ....Enabling secure and competitive air cargo systems. This research will make a valuable contribution towards raising security levels in Australia. Methodologies and tools that enable rapid modelling, analysis and ongoing decision making support will enable the Australian air cargo industry to efficiently implement emerging screening technologies, whilst remaining competitive.
Improved efficiency in air cargo facilities and distribution hubs will help maintain and improve productivity and reduce time to market, despite increased security screening and rising fuel prices placing greater cost overheads on logistics networks.
This research will have international application and create valuable high technology export for Australia.Read moreRead less
Chemicals in compostable food contact paper packaging materials. The aim of this project is to understand the presence of persistent chemicals in recyclable and compostable food contact materials (FCMs). These types of products are destined for recycling or biowaste streams that bridge the gap from take-make-dispose and into a circular economy. Currently, the knowledge of the chemicals in these products is limited but we need to ensure that they are safe and do not unnecessarily contaminate reso ....Chemicals in compostable food contact paper packaging materials. The aim of this project is to understand the presence of persistent chemicals in recyclable and compostable food contact materials (FCMs). These types of products are destined for recycling or biowaste streams that bridge the gap from take-make-dispose and into a circular economy. Currently, the knowledge of the chemicals in these products is limited but we need to ensure that they are safe and do not unnecessarily contaminate resource recovery streams. It is expected that this project will develop a framework that could be used by industry and government to prevent chemicals of concern persisting in a circular economy, providing environmental and economic benefits through reduced risk of chemical exposure and unnecessary remediation costs.Read moreRead less
An investigation of the mechanism of lacquer adhesion failure on electrolytic tinplate. "Tin" cans used for food packaging are actually made from tin-plated steel and, in most cases, the metal is coated with a lacquer. This lacquer is required to protect the can from corrosion and the contents from taint. The incidence of adhesion failure between the metal and the lacquer has increased recently for unknown reasons, causing considerable economic loss. This project will investigate the mechanisms ....An investigation of the mechanism of lacquer adhesion failure on electrolytic tinplate. "Tin" cans used for food packaging are actually made from tin-plated steel and, in most cases, the metal is coated with a lacquer. This lacquer is required to protect the can from corrosion and the contents from taint. The incidence of adhesion failure between the metal and the lacquer has increased recently for unknown reasons, causing considerable economic loss. This project will investigate the mechanisms of adhesion failure and improve our fundamental understanding of the problem. The results will be used to enable the selection of process conditions and lacquers that are more robust and reduce the incidence of adhesion failure.Read moreRead less
Computational analysis and design of injection stretch blow-moulded polyethylene terephthalate (PET) bottles. There are approximately 2.5 billion containers made each year representing 80,000 tonnes of polyethylene terephthalate (PET) in Australia. A weight reduction of each PET container will have a significant economic benefit and an environmental impact. This project aims to develop an integrated and innovative computer-aided design technology for assisting manufacturing of injection stretch ....Computational analysis and design of injection stretch blow-moulded polyethylene terephthalate (PET) bottles. There are approximately 2.5 billion containers made each year representing 80,000 tonnes of polyethylene terephthalate (PET) in Australia. A weight reduction of each PET container will have a significant economic benefit and an environmental impact. This project aims to develop an integrated and innovative computer-aided design technology for assisting manufacturing of injection stretch moulded PET bottles by making full use of the up-to-date computational technologies. It is expected that the research will improve the competitiveness of Australian packaging industries by developing leading-edge technology and will enhance living environment in terms of optimally designing lightweight and structurally strong PET bottles.Read moreRead less
Robust Automatic Speaker Diarisation of Audio Documents by Exploiting Prior Sources of Information. Speaker Diarisation, the task of determining who spoke when, is a technology fundamental in deriving intelligent information from audio and multimedia resources. The requirement for efficient and accurate Speaker Diarisation systems, portable across different domains is heightened by the explosive growth of audio and multimedia archives online and throughout the world. This research will provide t ....Robust Automatic Speaker Diarisation of Audio Documents by Exploiting Prior Sources of Information. Speaker Diarisation, the task of determining who spoke when, is a technology fundamental in deriving intelligent information from audio and multimedia resources. The requirement for efficient and accurate Speaker Diarisation systems, portable across different domains is heightened by the explosive growth of audio and multimedia archives online and throughout the world. This research will provide the foundation for a commercial service of automatic Speaker Diarisation to be developed, growing Australia's impact on the information and communications technology (ICT) sector. The outcome of this research will also assist in the tracking of terrorist and unlawful activity by enabling effective intelligence gathering from different audio sources.Read moreRead less
Automatic cartilage segmentation in magnetic resonance imaging. Osteoarthritis (OA) is the most common form of arthritis, affecting nearly 1.4 million Australians. This research aims at engineering new tools for use in Magnetic Resonance Imaging systems to enable automated analyses of the cartilage and bones in joint images. The goals of the work are to assist with improved diagnosis and treatment planning for both chronic disease, such as OA, and acute injuries, such as cartilage and ligament ....Automatic cartilage segmentation in magnetic resonance imaging. Osteoarthritis (OA) is the most common form of arthritis, affecting nearly 1.4 million Australians. This research aims at engineering new tools for use in Magnetic Resonance Imaging systems to enable automated analyses of the cartilage and bones in joint images. The goals of the work are to assist with improved diagnosis and treatment planning for both chronic disease, such as OA, and acute injuries, such as cartilage and ligament tears in sporting injuries and other traumas.
The software developed will be provided on the project’s partner (Siemens) platform and will therefore be available worldwide and have a consequently large impact on the field.
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Multi-Modal Dictionary Learning for Smart City Operation and Management. This Project aims to provide new digital asset management tools for city councils to improve city services by utilising new sensing and automated learning technologies for recognising, tracking and auditing of assets. Currently, there are no digital tools available to handle these services. This project proposes new multi-modal sensing and mapping of city asset techniques by building new multi-modal dictionary learning proc ....Multi-Modal Dictionary Learning for Smart City Operation and Management. This Project aims to provide new digital asset management tools for city councils to improve city services by utilising new sensing and automated learning technologies for recognising, tracking and auditing of assets. Currently, there are no digital tools available to handle these services. This project proposes new multi-modal sensing and mapping of city asset techniques by building new multi-modal dictionary learning procedures. The new framework will recognise different conditions of city assets in real-time to make decisions. Expected outcomes of this Project include integration and easy access of assets with unique digital identities to help city councils, governments, and navigation services for real-time asset monitoring.Read moreRead less
Vision Model Based Perceptual Digital Video Coding. Digital video coding and compression is an enabling technology and has diversified applications in audiovisual communications, multimedia computing, digital television broadcast and electronic entertainment industries. The project aims at spearheading research in theory, techniques and implementation of perceptual video coding in order to achieve constant and guaranteed quality in visual communications and services. It will explore a new appr ....Vision Model Based Perceptual Digital Video Coding. Digital video coding and compression is an enabling technology and has diversified applications in audiovisual communications, multimedia computing, digital television broadcast and electronic entertainment industries. The project aims at spearheading research in theory, techniques and implementation of perceptual video coding in order to achieve constant and guaranteed quality in visual communications and services. It will explore a new approach to digital video coding other than the constant bit rate coding techniques which have dominated digital video research for the past four decades. It will form a part of the theoretical foundation and principles for the next generation video coding and compression techniques, and may lead to new standards and practice.Read moreRead less
Modelling for Optimisation and Scale-up of the Multilayer Blown Film Process. Multilayered blown film plastic films play an important role in the food and packaging industry in Australia and SE Asia. This project aims to predict the polymer film properties for a large scale line based on experimental data from the pilot scale studies using limited quantities of polymer. This project will investigate the fundamental rheology of polymer resins and blends used for multilayered films and correlate ....Modelling for Optimisation and Scale-up of the Multilayer Blown Film Process. Multilayered blown film plastic films play an important role in the food and packaging industry in Australia and SE Asia. This project aims to predict the polymer film properties for a large scale line based on experimental data from the pilot scale studies using limited quantities of polymer. This project will investigate the fundamental rheology of polymer resins and blends used for multilayered films and correlate these to the operating parameters in pilot and industrial scales using blown-film models. The interrelationship between the models in two scales will result in reducing trial and error and will optimise production costs.Read moreRead less