Accelerated Finite-time Learning and Control in Cyber-Physical Systems. Efficient learning and control in cyber-physical systems such as smart grids and robotic systems are very important for achieving economic and social benefits. This project aims to establish a breakthrough accelerated finite-time dynamics theory and technology to assist in delivering efficient learning and control. Expected outcomes include new distributed accelerated finite-time dynamics based learning and control algorithm ....Accelerated Finite-time Learning and Control in Cyber-Physical Systems. Efficient learning and control in cyber-physical systems such as smart grids and robotic systems are very important for achieving economic and social benefits. This project aims to establish a breakthrough accelerated finite-time dynamics theory and technology to assist in delivering efficient learning and control. Expected outcomes include new distributed accelerated finite-time dynamics based learning and control algorithms and tools for optimal operations in cyber-physical systems. This should provide significant benefits including a practical technology for industry applications in smart grids and robotic systems, and training of the next generation engineers in this technology for Australia.Read moreRead less
Industrial Transformation Research Hubs - Grant ID: IH200100009
Funder
Australian Research Council
Funding Amount
$5,000,000.00
Summary
ARC Research Hub for Transforming Energy Infrastructure Through Digital Engineering. This Research Hub will harness the strengths of data-based and physics-based sciences to transform the operation of Australia’s offshore energy infrastructure. This essential research will create, use and embed observations of past and ongoing activity to engineer tools and approaches necessary to enhance our understanding of the offshore environment, optimise critical operations for existing facilities (includi ....ARC Research Hub for Transforming Energy Infrastructure Through Digital Engineering. This Research Hub will harness the strengths of data-based and physics-based sciences to transform the operation of Australia’s offshore energy infrastructure. This essential research will create, use and embed observations of past and ongoing activity to engineer tools and approaches necessary to enhance our understanding of the offshore environment, optimise critical operations for existing facilities (including installation and maintenance), and efficiently design future infrastructure. The integrated multidisciplinary approach will not only help Operators achieve high productivity through low downtime and optimised maintenance, but also demonstrate, in research and industry, the transformative potential of digital engineering.Read moreRead less
Industrial Transformation Research Hubs - Grant ID: IH170100009
Funder
Australian Research Council
Funding Amount
$4,000,000.00
Summary
ARC Research Hub for Energy-efficient Separation. The ARC Research Hub for Energy-efficient Separation aims to develop advanced separation materials, innovative products and smart processes to reduce the energy consumption of separation processes. The Research Hub will create a multi-disciplinary training platform, supplying a highly-trained workforce for the advanced manufacturing sector, particularly in separation technology–a growth area in which Australia can lead the world. The advancement ....ARC Research Hub for Energy-efficient Separation. The ARC Research Hub for Energy-efficient Separation aims to develop advanced separation materials, innovative products and smart processes to reduce the energy consumption of separation processes. The Research Hub will create a multi-disciplinary training platform, supplying a highly-trained workforce for the advanced manufacturing sector, particularly in separation technology–a growth area in which Australia can lead the world. The advancement of Australia’s capability as a world-leading technology provider in manufacturing advanced separation materials and equipment will enable Australian industry to become more energy-efficient and cost-competitive in a global economy.Read moreRead less
Engineering two dimensional polymers for membrane-based chemical separation. This project aims to develop novel two-dimensional polymers with precisely controlled pore-sizes for preparing membrane materials which can efficiently separate these gaseous chemicals at ambient temperatures. Key industrial chemical mixtures with similar size and boiling points are difficult to separate by conventional distillation methods. Currently, purification of olefins alone accounts for 0.3% of global energy use ....Engineering two dimensional polymers for membrane-based chemical separation. This project aims to develop novel two-dimensional polymers with precisely controlled pore-sizes for preparing membrane materials which can efficiently separate these gaseous chemicals at ambient temperatures. Key industrial chemical mixtures with similar size and boiling points are difficult to separate by conventional distillation methods. Currently, purification of olefins alone accounts for 0.3% of global energy use. The expected outcomes of the project will have a huge impact on industrial purification processing by providing a disruptive membrane technology, and will significantly reduce energy consumption and open up new routes for resources.Read moreRead less
Digital energy futures: forecasting changing residential electricity demand. This project aims to understand and forecast changing digital lifestyle trends and their impact on future household electricity demand, including at peak times. The project expects to generate new knowledge by employing digital ethnography and sociological theories to investigate how changing social practices will impact on electricity sector planning. Expected outcomes include: scenarios and principles for digital ener ....Digital energy futures: forecasting changing residential electricity demand. This project aims to understand and forecast changing digital lifestyle trends and their impact on future household electricity demand, including at peak times. The project expects to generate new knowledge by employing digital ethnography and sociological theories to investigate how changing social practices will impact on electricity sector planning. Expected outcomes include: scenarios and principles for digital energy futures; an interdisciplinary energy demand forecasting methodology; and demand management tools to help the sector meet future residential consumption. This should provide significant benefits, such as lowering the cost of infrastructure spending, and helping secure affordable electricity provision.Read moreRead less
Early Career Industry Fellowships - Grant ID: IE230100467
Funder
Australian Research Council
Funding Amount
$477,237.00
Summary
A More Sustainable High-speed Drive System for Air Conditioning Systems. The project aims to develop an environmentally & strategically sustainable high-speed drive system for the heating, ventilation, and air conditioning (HVAC) systems. A novel rare-earth-less high-speed electric motor (70k rpm) will be designed and experimentally validated. The outcomes will help to mitigate the potential rare earth crisis faced by the HVAC and other industries by significantly reducing the rare earth permane ....A More Sustainable High-speed Drive System for Air Conditioning Systems. The project aims to develop an environmentally & strategically sustainable high-speed drive system for the heating, ventilation, and air conditioning (HVAC) systems. A novel rare-earth-less high-speed electric motor (70k rpm) will be designed and experimentally validated. The outcomes will help to mitigate the potential rare earth crisis faced by the HVAC and other industries by significantly reducing the rare earth permanent magnets used in their drive systems. The design will also enable Conry Tech's HVAC products to use greener refrigerants with extremely low impact on global warming and improve its system efficiency. This project's success will help revive advanced manufacturing of premium HVAC and electric motor products in Australia.Read moreRead less
Industrial Transformation Training Centres - Grant ID: IC200100009
Funder
Australian Research Council
Funding Amount
$4,861,236.00
Summary
ARC Training Centre in Optimisation Technologies, Integrated Methodologies, and Applications (OPTIMA). OPTIMA addresses industry’s urgent need for decision-making tools for global competitiveness: reducing lead times, and financial and environmental costs, while improving efficiency, quality, and agility. Despite strong expertise in academia, industry is yet to fully benefit from optimisation technology due to its high barrier to entry. Connecting industry partners with world-leading interdiscip ....ARC Training Centre in Optimisation Technologies, Integrated Methodologies, and Applications (OPTIMA). OPTIMA addresses industry’s urgent need for decision-making tools for global competitiveness: reducing lead times, and financial and environmental costs, while improving efficiency, quality, and agility. Despite strong expertise in academia, industry is yet to fully benefit from optimisation technology due to its high barrier to entry. Connecting industry partners with world-leading interdisciplinary researchers and talented students, OPTIMA will advance an industry-ready optimisation toolkit, while training a new generation of industry practitioners and over 120 young researchers, vanguarding a highly skilled workforce of change agents for transformation of the advanced manufacturing, energy resources, and critical infrastructure sectors.Read moreRead less
Next generation easy-clean lenses by robust liquid-repellent nanotextures. This project aims to produce better performing self-cleaning lenses, which are less likely to get dirty and are easy to clean. It will develop water and oil repellent coatings with superior optical transparency and mechanical, solvent and UV stability for both hard coated and anti-reflection coated optical lenses. Engineering of stable, ultra-liquid repellent nanomaterials on transparent surfaces will create a foundation ....Next generation easy-clean lenses by robust liquid-repellent nanotextures. This project aims to produce better performing self-cleaning lenses, which are less likely to get dirty and are easy to clean. It will develop water and oil repellent coatings with superior optical transparency and mechanical, solvent and UV stability for both hard coated and anti-reflection coated optical lenses. Engineering of stable, ultra-liquid repellent nanomaterials on transparent surfaces will create a foundation of knowledge for the industrial development of the future generation of easy care coatings, with vast application potential.Read moreRead less
Advanced inverter control for distributed energy systems. This project aims to discover innovative fundamental approaches for the control of electrical grids with a diverse and changing mix of generation sources. It will generate new knowledge in the area of electrical power system control by researching innovative and advanced inverter control techniques coupled to advanced power system models. The expected outcomes are advanced power system control techniques that remove the emerging barriers ....Advanced inverter control for distributed energy systems. This project aims to discover innovative fundamental approaches for the control of electrical grids with a diverse and changing mix of generation sources. It will generate new knowledge in the area of electrical power system control by researching innovative and advanced inverter control techniques coupled to advanced power system models. The expected outcomes are advanced power system control techniques that remove the emerging barriers to increased penetrations of distributed generation and energy storage. The benefit of the research includes an Australian-developed solution to many of the difficulties faced by grid operators around the world in incorporating increased renewable generation and energy storage in their power systems.Read moreRead less
Customer Centred Peer-to-Peer Energy Trading Framework for Future Grids. This project aims to develop a peer-to-peer (P2P) energy trading framework that facilitates cooperative and trustworthy energy trading directly among energy customers such as residents. By developing novel energy load monitoring and prediction techniques, a customer cooperation scheme and a privacy-preserving P2P energy market, this project expects to transform current energy networks to facilitate energy trading at the edg ....Customer Centred Peer-to-Peer Energy Trading Framework for Future Grids. This project aims to develop a peer-to-peer (P2P) energy trading framework that facilitates cooperative and trustworthy energy trading directly among energy customers such as residents. By developing novel energy load monitoring and prediction techniques, a customer cooperation scheme and a privacy-preserving P2P energy market, this project expects to transform current energy networks to facilitate energy trading at the edge of the grid and contribute to achievement of Australia’s net-zero emission target by 2050. The intended outcomes form this project include new science and knowledge of customer-side energy systems, new design philosophy and strategies for energy markets, and an open-source framework for prototype evaluation. Read moreRead less