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
Industrial Transformation Training Centres - Grant ID: IC180100045
Funder
Australian Research Council
Funding Amount
$3,582,638.00
Summary
ARC Training Centre for Uniquely Australian Foods. The ARC Training Centre for Uniquely Australian Foods aims to provide a cohort of trained and industry-ready researchers who can lead the native foods industry forward. It plans to transform the native food and agribusiness sector, through the development of selected crops, foods and ingredients. The Centre will use an Indigenous governance group to oversee the process of converting traditional knowledge into branded products. Expected outcomes ....ARC Training Centre for Uniquely Australian Foods. The ARC Training Centre for Uniquely Australian Foods aims to provide a cohort of trained and industry-ready researchers who can lead the native foods industry forward. It plans to transform the native food and agribusiness sector, through the development of selected crops, foods and ingredients. The Centre will use an Indigenous governance group to oversee the process of converting traditional knowledge into branded products. Expected outcomes include technical information to support branding and market development, best practice development in social factors and legal arrangements for benefit sharing. This Centre will help drive sustainable growth of high-value products within the premium Australian food sector.
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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
Information Delivery from Segmented Textual Data Streams. This project will contribute to the advancement of ICT innovation in Australia by developing a robust, reusable language understanding engine. The technology will be tailored to web applications, in the form of a conceptually-aware web search engine capable of tracking cross-document dialogues and identifying the core semantic thread of the dialogue. It will place Australia at the forefront of next-generation language technology developme ....Information Delivery from Segmented Textual Data Streams. This project will contribute to the advancement of ICT innovation in Australia by developing a robust, reusable language understanding engine. The technology will be tailored to web applications, in the form of a conceptually-aware web search engine capable of tracking cross-document dialogues and identifying the core semantic thread of the dialogue. It will place Australia at the forefront of next-generation language technology development, with applications in areas including concept-based multi-document summarisation and email surveillance.Read moreRead less
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE0347553
Funder
Australian Research Council
Funding Amount
$175,000.00
Summary
Smart Equipment for Remote Monitoring of Isolated and Mobile Infrastructure. The partners' research involves the collection and assessment of data to determine the condition, maintenance strategies and risk of failure of plant in diverse areas such as transport, cargo and packaging, mining and power. Recent advances in data processing, computing and telemetry mean that it is now possible to actually install small and rugged data acquisition equipment on remote infrastructure or mobile plant. T ....Smart Equipment for Remote Monitoring of Isolated and Mobile Infrastructure. The partners' research involves the collection and assessment of data to determine the condition, maintenance strategies and risk of failure of plant in diverse areas such as transport, cargo and packaging, mining and power. Recent advances in data processing, computing and telemetry mean that it is now possible to actually install small and rugged data acquisition equipment on remote infrastructure or mobile plant. This equipment can acquire, condition and process the signals and use wireless telemetry to transmit the data for remote assessment. The proposed infrastructure will enable the partners' research to be extended to these challenging applications.Read moreRead less
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE0561231
Funder
Australian Research Council
Funding Amount
$671,715.00
Summary
MRI GRID Computing Facility: Design, Optimisation and Image Processing. The MRI Grid Computing Facility provides the IT infrastructure to achieve effective e-research in the area of magnetic resonance (MR) imaging, a field of neuroscience research that revolutionizes the way brain diseases are identified and treated. The facility consists of a dedicated high performance grid compute engine, distributed visualisation workstations, and distributed data warehouse facilities. Software tools acc ....MRI GRID Computing Facility: Design, Optimisation and Image Processing. The MRI Grid Computing Facility provides the IT infrastructure to achieve effective e-research in the area of magnetic resonance (MR) imaging, a field of neuroscience research that revolutionizes the way brain diseases are identified and treated. The facility consists of a dedicated high performance grid compute engine, distributed visualisation workstations, and distributed data warehouse facilities. Software tools accessible through the Internet will enable researchers to archive, retrieve and exchange data and software; access distributed MR image databases and the latest MR image analysis tools; schedule analysis tasks on the grid compute engine, the outcomes of which will be visualized by the visualization workstations.Read moreRead less
eResearch in the Neurosciences: Building collaborations in Asia. The proposed Australasian collaboration on eResearch in Neuroscience will promote and maintain the good health of Australians by 'improving critical mass through collaboration and information sharing' through increased access to advanced imaging technology in Korea and analysis techniques in Japan. The collaboration will also promote frontier technologies for building and transforming Australian industries by developing a creative ....eResearch in the Neurosciences: Building collaborations in Asia. The proposed Australasian collaboration on eResearch in Neuroscience will promote and maintain the good health of Australians by 'improving critical mass through collaboration and information sharing' through increased access to advanced imaging technology in Korea and analysis techniques in Japan. The collaboration will also promote frontier technologies for building and transforming Australian industries by developing a creative and innovative research environment and enhancing Australian scientists' participation in breakthrough science. Great national benefit can be derived from international research collaboration, due to the contribution frontier technology can make to science and health. Read moreRead less
Industrial Transformation Training Centres - Grant ID: IC160100025
Funder
Australian Research Council
Funding Amount
$2,259,000.00
Summary
ARC Training Centre in Food Safety in the Fresh Produce Industry. ARC Training Centre in Food Safety in the Fresh Produce Industry. This centre aims to create an innovation platform of food safety researchers and industry personnel who can significantly advance the safety of fruit and vegetables in Australia. The intended outcomes are safer food, leading to enhanced health and wellbeing; industry growth in the food/agribusiness sector; enhanced trust and international reputation; and increased a ....ARC Training Centre in Food Safety in the Fresh Produce Industry. ARC Training Centre in Food Safety in the Fresh Produce Industry. This centre aims to create an innovation platform of food safety researchers and industry personnel who can significantly advance the safety of fruit and vegetables in Australia. The intended outcomes are safer food, leading to enhanced health and wellbeing; industry growth in the food/agribusiness sector; enhanced trust and international reputation; and increased access to growing export markets. Intended benefits to industry are ready-to-use technologies for strengthened food safety, and a new generation of highly-skilled food safety scientists with experience in conducting industry-focused research.Read moreRead less
Fairness in Natural Language Processing. Natural language processing (NLP) has achieved spectacular commercial successes in recent years, and has been deployed across an ever-increasing breadth of devices and application areas. At the same time, there has been stark evidence to indicate that naively-trained models amplify biases in training data, and perform inconsistently across text relating to different demographic groupings of individuals. This project aims to systematically quantify the ext ....Fairness in Natural Language Processing. Natural language processing (NLP) has achieved spectacular commercial successes in recent years, and has been deployed across an ever-increasing breadth of devices and application areas. At the same time, there has been stark evidence to indicate that naively-trained models amplify biases in training data, and perform inconsistently across text relating to different demographic groupings of individuals. This project aims to systematically quantify the extent of such biases, and develop models that are both more socially equitable, as well as less prone to expose private data in the learned representations. In doing so, it will make NLP more accessible to new populations of users, and remove socio-technological barriers to NLP uptake.Read moreRead less