When stabilization and optimization meet: a codesign approach. The next generation of engineered systems need to perform complex tasks with precision, and be robust, resilient and adaptive to their environment enabled by the confluence of control, optimization, learning and computation Understanding the interplay between robust stability and optimization is key to this endeavor. Many techniques, such as model predictive control and reinforcement learning, rely on an intricate interplay between ....When stabilization and optimization meet: a codesign approach. The next generation of engineered systems need to perform complex tasks with precision, and be robust, resilient and adaptive to their environment enabled by the confluence of control, optimization, learning and computation Understanding the interplay between robust stability and optimization is key to this endeavor. Many techniques, such as model predictive control and reinforcement learning, rely on an intricate interplay between an optimization-based control algorithm and an optimization routine used to calculate the control law. This project aims to develop a general design framework for stability, suboptimality and robustness of such algorithms, that can be used in range of novel applications, such as driverless cars and drones. Read moreRead less
Human-Unmanned Aerial Vehicle interactions: Making drones talk and listen. This project aims to develop audio technology to enable unmanned aerial vehicles or drones to hear, use speech and sound to communicate with humans, acoustically sense their surroundings and make them less noisy. This project expects to generate new knowledge in acoustic signal processing and its application in drones using innovative approaches, such as use of miniature microphone and loudspeaker arrays, and active noise ....Human-Unmanned Aerial Vehicle interactions: Making drones talk and listen. This project aims to develop audio technology to enable unmanned aerial vehicles or drones to hear, use speech and sound to communicate with humans, acoustically sense their surroundings and make them less noisy. This project expects to generate new knowledge in acoustic signal processing and its application in drones using innovative approaches, such as use of miniature microphone and loudspeaker arrays, and active noise control. Expected outcomes include development of new theories, Intellectual Property, with potential commercial value, and training of next generation researchers. This should provide significant benefits with applications in life saving, search and rescue operations, transportation of goods, and creation of 3D media.Read moreRead less
Revival of silicon solar cells for space applications. Development of very thin silicon solar cells for space applications. These space cells will include many of the significant improvements in silicon cells of the last 20 years, which have allowed close to the maximum possible efficiencies and the order of magnitude decrease in cost of terrestrial solar cells. Space cells require good radiation resistance to give good end of life performance. This project will use photovoltaic architectures, p ....Revival of silicon solar cells for space applications. Development of very thin silicon solar cells for space applications. These space cells will include many of the significant improvements in silicon cells of the last 20 years, which have allowed close to the maximum possible efficiencies and the order of magnitude decrease in cost of terrestrial solar cells. Space cells require good radiation resistance to give good end of life performance. This project will use photovoltaic architectures, proven to give high performance for terrestrial cells, to develop ultrathin silicon cells with extreme light trapping and improved radiation tolerance to give high beginning and end of life efficiencies. These cells will be less than 5% of the cost of multijunction cells currently used in space.Read moreRead less
Stability Analysis of Power System with Massive Power Electronic Devices. The decarbonization of Australia's power systems is to integrate massive renewable energy sources which are interfaced with many power electronic devices (PEDs). The fast and complex dynamics of PEDs have significantly changed the nature of the power system, which limits the applicability of existing tools and methods to assess its stability. The goal of this project is to gain a comprehensive insight into the stability of ....Stability Analysis of Power System with Massive Power Electronic Devices. The decarbonization of Australia's power systems is to integrate massive renewable energy sources which are interfaced with many power electronic devices (PEDs). The fast and complex dynamics of PEDs have significantly changed the nature of the power system, which limits the applicability of existing tools and methods to assess its stability. The goal of this project is to gain a comprehensive insight into the stability of a futuristic power system with high penetration of PEDs. The intended outcomes will be a model and data jointly driven methodology for high-efficient and real-time stability assessment. The methodology developed in this project will support Australia's transition to a stable, secure, and low-carbon power grid.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE230100046
Funder
Australian Research Council
Funding Amount
$439,454.00
Summary
Reliable Integration of Distributed Low-Carbon Energy Resources. This project aims to generate new knowledge that will facilitate the integration of low-carbon distributed energy resources into electricity grids. This project expects to advance the theory, algorithms, and methods in the area of smart grids using innovative approaches of optimisation and data analytics. Expected outcomes of this project include novel algorithms and tools to enable the reliable integration of low-carbon distribute ....Reliable Integration of Distributed Low-Carbon Energy Resources. This project aims to generate new knowledge that will facilitate the integration of low-carbon distributed energy resources into electricity grids. This project expects to advance the theory, algorithms, and methods in the area of smart grids using innovative approaches of optimisation and data analytics. Expected outcomes of this project include novel algorithms and tools to enable the reliable integration of low-carbon distributed energy resources and unlock their value in electricity grids. This should provide significant benefits, such as affordable electricity for Australian consumers, improvements in the reliability of grids in Australia, and increased and more effective use of sustainable energy for emission reduction.Read moreRead less
Remote diagnostics for space-access flight testing. Aerospace flight testing is essential for assessing the reliability of space-access technologies including re-usable rockets and hypersonic air-breathing systems. Development of such technologies relies on acquisition of optical data in video and scientific formats, and such capabilities are now required in Australia. By leveraging contributions to international missions, this project develops the essential optical diagnostic tools and techniqu ....Remote diagnostics for space-access flight testing. Aerospace flight testing is essential for assessing the reliability of space-access technologies including re-usable rockets and hypersonic air-breathing systems. Development of such technologies relies on acquisition of optical data in video and scientific formats, and such capabilities are now required in Australia. By leveraging contributions to international missions, this project develops the essential optical diagnostic tools and techniques and establishes an enduring capability for space-access flight testing in Australia, thereby accelerating the research and development pathways for Australian enterprises and designating Australia as a prime destination for international aerospace businesses. Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE210101864
Funder
Australian Research Council
Funding Amount
$442,500.00
Summary
Unlocking Urban Airspace for Drone Transport. This project aims to accurately quantify the mid-air collision risk associated with low-altitude unmanned operations in urban airspace through the creation of new data-driven collision risk modelling techniques. Without such techniques, drone operations remain suppressed so their true potential cannot be realised. The collision risk models address this by providing the key missing knowledge that can underpin/enable vital unmanned traffic management ....Unlocking Urban Airspace for Drone Transport. This project aims to accurately quantify the mid-air collision risk associated with low-altitude unmanned operations in urban airspace through the creation of new data-driven collision risk modelling techniques. Without such techniques, drone operations remain suppressed so their true potential cannot be realised. The collision risk models address this by providing the key missing knowledge that can underpin/enable vital unmanned traffic management applications, including airspace design and the development of separation standards. This can ultimately enable greater access to urban airspace without compromising air safety such that we unlock the commercial and societal benefits of drone use and help modernise urban air transportation.
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Discovery Early Career Researcher Award - Grant ID: DE240100059
Funder
Australian Research Council
Funding Amount
$445,007.00
Summary
Robust Renewables Hosting Capacity Enhancement for Distribution Networks. This project aims to quantify technical margins and devise novel robust renewables hosting capacity enhancement methods for active distribution networks. High renewables penetration has impaired power quality and network operational reliability, thus reducing renewables utilisation rate and impeding further installation. The intended outcomes are innovative data-driven robustness design methods against complex and uncertai ....Robust Renewables Hosting Capacity Enhancement for Distribution Networks. This project aims to quantify technical margins and devise novel robust renewables hosting capacity enhancement methods for active distribution networks. High renewables penetration has impaired power quality and network operational reliability, thus reducing renewables utilisation rate and impeding further installation. The intended outcomes are innovative data-driven robustness design methods against complex and uncertain operating conditions, which are able to secure increasing renewables penetration and installation. With emerging community battery and hydrogen electrolyser, a suite of operation and planning methods will be developed, allowing utility operators and government agencies to expedite zero-emission energy transition.Read moreRead less
Early Career Industry Fellowships - Grant ID: IE230100545
Funder
Australian Research Council
Funding Amount
$448,887.00
Summary
Developing a deployment-ready robust controller for wave energy converters. This project aims to improve the economic viability of wave energy converters that convert the power of ocean waves into electricity. It will develop deployment-ready control systems which will effectively predict, model and respond to wave activity, maximising energy production and resulting in an overall reduction in the cost of renewable energy.
The fundamental knowledge gained will increase the technology readiness ....Developing a deployment-ready robust controller for wave energy converters. This project aims to improve the economic viability of wave energy converters that convert the power of ocean waves into electricity. It will develop deployment-ready control systems which will effectively predict, model and respond to wave activity, maximising energy production and resulting in an overall reduction in the cost of renewable energy.
The fundamental knowledge gained will increase the technology readiness of wave energy and drive the next generation of wave energy converters by improving their commercial viability. This project is an opportunity for Australia to become a world leader in the global transformation towards clean and affordable low-carbon technologies for domestic and global markets.
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Linkage Infrastructure, Equipment And Facilities - Grant ID: LE210100050
Funder
Australian Research Council
Funding Amount
$670,000.00
Summary
Spacecraft Innovation Laboratory. The Australian Spacecraft Innovation Laboratory is designed to provide researchers and entrepreneurs with a venue to integrate and test their “cubesats”, satellites the size of a loaf of bread, and small payloads. By centralising the satellite integration function, the standard of Australian space assets can be assured, giving researchers confidence that their spacebased experiments will succeed. Knowledge transfer to space start-ups will be accelerated by easin ....Spacecraft Innovation Laboratory. The Australian Spacecraft Innovation Laboratory is designed to provide researchers and entrepreneurs with a venue to integrate and test their “cubesats”, satellites the size of a loaf of bread, and small payloads. By centralising the satellite integration function, the standard of Australian space assets can be assured, giving researchers confidence that their spacebased experiments will succeed. Knowledge transfer to space start-ups will be accelerated by easing their access to space.
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