Palladium Based Mobile Agent System for Collaborative Environments. This project aims to (a) develop a Palladium based mobile agent methodology and System for collaborative environments and to (b) construct a testbed that involves the creation of Palladium and mobile agent system to test it on "Virtual Community", that is, a real commercial application provided by our partner investigator for proof of concept.
Developing A Smart Farming Oriented Secure Data Infrastructure. Smart farming is the future of agriculture. However, recently the Federal Bureau of Investigation has issued a
warning that the lack of data privacy and cyber security mechanisms in the field runs a high risk of disaster. This
project aims to establish an innovative secure data infrastructure for smart farming including secure and automated smart farming supply-chain management. The deliverables of this project will include the cutt ....Developing A Smart Farming Oriented Secure Data Infrastructure. Smart farming is the future of agriculture. However, recently the Federal Bureau of Investigation has issued a
warning that the lack of data privacy and cyber security mechanisms in the field runs a high risk of disaster. This
project aims to establish an innovative secure data infrastructure for smart farming including secure and automated smart farming supply-chain management. The deliverables of this project will include the cutting-edge Blockchain based secure IoT data management and privacy-preserving smart contracts for smart farming supply-chain management. This data infrastructure will be the first of its kind which will lay a solid foundation for smart farming technology.Read moreRead less
A Machine Learning Framework for Concrete Workability Estimation . Concrete is the most used construction material in Australia. The project aims to develop a system to measure the workability of concrete in transit in agitator trucks using advanced machine vision and machine learning, and provide a reliable alternative to the current practice of visually testing concrete workability by certified testers. Concrete that fails to meet workability requirements is one of the most frequent reasons fo ....A Machine Learning Framework for Concrete Workability Estimation . Concrete is the most used construction material in Australia. The project aims to develop a system to measure the workability of concrete in transit in agitator trucks using advanced machine vision and machine learning, and provide a reliable alternative to the current practice of visually testing concrete workability by certified testers. Concrete that fails to meet workability requirements is one of the most frequent reasons for rejection at construction sites, resulting in significant costs, waste, and delays. Multimodal data sources will be used to provide a reliable workability estimate in real time, enabling construction teams to identify and rectify workability issues in transit while continuously monitoring the adjustments effects.Read moreRead less
How do qualifications delivered by enterprises contribute to improved skill levels and other benefits for companies, workers and the nation? This project investigates the role of employer-based qualifications training in developing the skills and prospects of the Australian workforce and the competitive capabilities of companies. It focuses on enterprises that are accredited to deliver qualifications to their own workers, providing data to improve and expand this form of training.
A theoretical framework for practical partial fingerprint identification. Fingerprints captured from a crime scene are often partial and poor quality which makes it difficult to identify the criminal suspects from large databases. This project will find mathematical models which can estimate the missing information located in the blank areas of a partial fingerprint and effectively identify it.
Transforming Microgrid to Virtual Power Plant –ICT Frameworks,Tools,Control. The project aims to enhance large scale renewable penetrations to national power grid by advancing control, optimization, and ancillary services of Virtual Power Plants (VPPs), considering different disruptive events including recent South Australian blackout. This project expects to create new control, frame communication architecture, develop plug and play type IoT enabled grid interfacing inverter, and optimize resou ....Transforming Microgrid to Virtual Power Plant –ICT Frameworks,Tools,Control. The project aims to enhance large scale renewable penetrations to national power grid by advancing control, optimization, and ancillary services of Virtual Power Plants (VPPs), considering different disruptive events including recent South Australian blackout. This project expects to create new control, frame communication architecture, develop plug and play type IoT enabled grid interfacing inverter, and optimize resource management for distributed VPPs. The anticipated benefits from this institutional level collaborations are that VPPs help in enhancing national power grid operations during normal and disruptive conditions when more renewables are connected and also secure benefits of consumers, prosumers, and grid operators.Read moreRead less
Visual methods for advanced automation of underwater manipulation. This project will increase the autonomy of underwater robotic systems engaged in intervention and inspection tasks. Such activities are essential for the operation of subsea robotic systems used in offshore industries, scientific exploration and defence. Our approach will improve perception and situational awareness through the principled fusion of multiple navigation and camera sensors. We will use this improved scene understand ....Visual methods for advanced automation of underwater manipulation. This project will increase the autonomy of underwater robotic systems engaged in intervention and inspection tasks. Such activities are essential for the operation of subsea robotic systems used in offshore industries, scientific exploration and defence. Our approach will improve perception and situational awareness through the principled fusion of multiple navigation and camera sensors. We will use this improved scene understanding to effectively plan the motion of vehicles and manipulators through larger and more complex workspaces, enabling semi-supervised and autonomous task execution. Our project will demonstrate these capabilities in real-world deployments relevant to industry and marine science.Read moreRead less
Exemplary early childhood educators at work: A multi-level investigation. Exemplary early childhood educators at work: A multi-level investigation. This project aims to inform strategies to better attract, prepare, recognise, support and retain a high quality workforce, by investigating the complexity of early childhood educators’ work. Seemingly entrenched workforce shortages threaten the objectives that governments and families seek through investment in early childhood education. Popular imag ....Exemplary early childhood educators at work: A multi-level investigation. Exemplary early childhood educators at work: A multi-level investigation. This project aims to inform strategies to better attract, prepare, recognise, support and retain a high quality workforce, by investigating the complexity of early childhood educators’ work. Seemingly entrenched workforce shortages threaten the objectives that governments and families seek through investment in early childhood education. Popular images of work with young children as easy and instinctual, or of teaching as only school based, mislead potential workforce entrants and erode the status of educators, leading to attrition. This project’s audit and description of exemplary educators’ work, across each level of mandated qualification, will inform strategies to sustain a high quality early childhood workforce into the future.Read moreRead less
Enhancing the content and experience of Interactive Childrens Television. Interactive television (iTV) as a participatory, on-demand communication provides a unique opportunity to significantly engage, entertain and educate preschool children. Through considerable industry partner collaboration and participation, this project will evaluate three distinct interactive options produced from selected children's television programs with proven success in Australia. Usability studies employing a vari ....Enhancing the content and experience of Interactive Childrens Television. Interactive television (iTV) as a participatory, on-demand communication provides a unique opportunity to significantly engage, entertain and educate preschool children. Through considerable industry partner collaboration and participation, this project will evaluate three distinct interactive options produced from selected children's television programs with proven success in Australia. Usability studies employing a variety of surveillance techniques will evaluate content design and user response. Children's viewing habits will be evaluated within a social context (the home) and a mobile lab setting using qualitative and quantitative assessment. The results will identify effective ways to produce meaningful interactivity and will encourage future industry based research.Read moreRead less
Production Challenges in the On-Line Learning Environment. The shift of responsibility from teacher-centred learning to learner-centred learning has raised important questions of access for diverse groups in Australia and overseas. The project seeks to investigate new delivery mechanisms that respond to worldwide trends in virtual communities and self-directed learning. This research will explore the relationship between content pedagogy, use of technology, and work-related issues and expectatio ....Production Challenges in the On-Line Learning Environment. The shift of responsibility from teacher-centred learning to learner-centred learning has raised important questions of access for diverse groups in Australia and overseas. The project seeks to investigate new delivery mechanisms that respond to worldwide trends in virtual communities and self-directed learning. This research will explore the relationship between content pedagogy, use of technology, and work-related issues and expectations. It will adopt a qualitative and quantitative research methodology in identifying opportunities, producing a learning prototype, testing and trialing that prototype and applying research outcomes in the context of emergent new educational models that draw upon convergent media.Read moreRead less