Real-time bridge performance evaluation based on crowdsourcing and learning. This project aims to develop a novel strategy utilizing the real-time measurements from moving vehicles and bridges for evaluating the safety and operational performance of bridges based on transfer learning and vehicle-bridge interaction model. This is the first essential study on integrating the bridge-moving load models with transfer learning to extract common knowledge from simulation experiments to support the asse ....Real-time bridge performance evaluation based on crowdsourcing and learning. This project aims to develop a novel strategy utilizing the real-time measurements from moving vehicles and bridges for evaluating the safety and operational performance of bridges based on transfer learning and vehicle-bridge interaction model. This is the first essential study on integrating the bridge-moving load models with transfer learning to extract common knowledge from simulation experiments to support the assessment of damaged status in practice. The project will provide an engineer-friendly low cost monitoring system for its deployment, management and maintenance of existing transport infrastructure. The innovative techniques developed enable the safe operation and reliable evaluation and maintenance of transport infrastructure.Read moreRead less
Experiment-numerical-virtual Generative Design for Nondeterministic Impacts. This project will establish an advanced nondeterministic design methodology to uncover the optimised material properties and 3D printed metastructural capacity in real-time against impact loading. It will develop a rigorous framework that integrates numerical simulation, experiment, and machine learning-based virtual modelling to tackle practical challenges in design and manufacture of impact-proof materials and structu ....Experiment-numerical-virtual Generative Design for Nondeterministic Impacts. This project will establish an advanced nondeterministic design methodology to uncover the optimised material properties and 3D printed metastructural capacity in real-time against impact loading. It will develop a rigorous framework that integrates numerical simulation, experiment, and machine learning-based virtual modelling to tackle practical challenges in design and manufacture of impact-proof materials and structures with intrinsic uncertainties. The generative design-calibration system unifying experimental-numerical-virtual processes will largely reduce the need for repetitive large-scale experimental tests. This project benefits civil, aerospace, automotive, and defence with competitive advantage through technological innovation.Read moreRead less
Degradation mechanisms of structural composites under extreme weather. The changing weather patterns and increasing solar radiation in Australia have greatly impacted the durability of construction materials and caused substantial damage to critical infrastructure. This project aims to understand the synergistic effects of different environmental conditions on the degradation mechanisms of advanced polymer composites and to develop new models on the long-term performance for these materials. Thi ....Degradation mechanisms of structural composites under extreme weather. The changing weather patterns and increasing solar radiation in Australia have greatly impacted the durability of construction materials and caused substantial damage to critical infrastructure. This project aims to understand the synergistic effects of different environmental conditions on the degradation mechanisms of advanced polymer composites and to develop new models on the long-term performance for these materials. This project expects to generate new knowledge on polymer composites incorporating new classes of fibres, resin systems, and functional fillers. Expected outcomes include the discovery of new composite technologies for the longevity of Australian infrastructure - crucial to our economic prosperity and quality of life.
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Optimisation of Buildable Structures for 3D Concrete Printing. This project aims to establish a systematic approach to seamlessly integrate optimisation, characterisation, and 3D concrete printing (3DCP) manufacturing for the construction and building industry. New optimisation algorithms will first overcome the manufacturing limitations of 3DCP by considering the print path and early-age concrete properties, and directly create high-performance and innovative designs of buildable structures. Th ....Optimisation of Buildable Structures for 3D Concrete Printing. This project aims to establish a systematic approach to seamlessly integrate optimisation, characterisation, and 3D concrete printing (3DCP) manufacturing for the construction and building industry. New optimisation algorithms will first overcome the manufacturing limitations of 3DCP by considering the print path and early-age concrete properties, and directly create high-performance and innovative designs of buildable structures. The outcomes of this project include a powerful design tool that enables architects and engineers to optimally design and construct the next generation of cost-saving and aesthetically pleasing buildings and infrastructures through the adoption of modern 3DCP technology.Read moreRead less
Computational MultiPhysics Analysis of 3D Structural Damage and Failure. This project aims to develop advanced modelling techniques to assess quantitatively, the impacts of environmental changes caused by climate on structures. New and existing structures need to be climate-resilient to sustain more frequent and hazardous climatic actions. Attention will focus on modelling structural damage caused by extreme loads and MultiPhysics mechanisms caused by climate change. The expected outcome is a ne ....Computational MultiPhysics Analysis of 3D Structural Damage and Failure. This project aims to develop advanced modelling techniques to assess quantitatively, the impacts of environmental changes caused by climate on structures. New and existing structures need to be climate-resilient to sustain more frequent and hazardous climatic actions. Attention will focus on modelling structural damage caused by extreme loads and MultiPhysics mechanisms caused by climate change. The expected outcome is a new computational tool that will benefit Australian society by facilitating more reliable assessments of risks associated with structural damage and failure. This is significant in the design of structures where effective measures to improve functionality can be implemented to add value to an asset's life-cycle management.Read moreRead less
Industrial Transformation Training Centres - Grant ID: IC230100015
Funder
Australian Research Council
Funding Amount
$5,000,000.00
Summary
ARC Training Centre for Whole Life Design of Carbon Neutral Infrastructure. This Centre aims to transform the capability of civil infrastructure stakeholders to design, construct, operate and dispose of infrastructure in a carbon neutral way. By training industry-embedded PhDs and postdocs in the methodology and technology required to design out excess carbon of infrastructure in its whole life, this Centre expects to lead the world in sustainable infrastructure design, enabling a new generation ....ARC Training Centre for Whole Life Design of Carbon Neutral Infrastructure. This Centre aims to transform the capability of civil infrastructure stakeholders to design, construct, operate and dispose of infrastructure in a carbon neutral way. By training industry-embedded PhDs and postdocs in the methodology and technology required to design out excess carbon of infrastructure in its whole life, this Centre expects to lead the world in sustainable infrastructure design, enabling a new generation of infrastructure design in Australia and internationally. Achieving carbon neutral infrastructure in its whole life will bring significant far-reaching benefits, including equipping industry with tools required to meet Australia’s emission reduction targets as well as economic, commercial, environmental, and social gains.Read moreRead less
Dynamic model assisted fault diagnostics of wind turbine gearbox. This project aims to develop novel condition monitoring methodologies for the gearbox of large horizontal-axis wind turbines which are widely installed in wind farms for generating renewable energy. This project expects to generate a new diagnostic framework by integrating dynamic model assisted simulations and digital twin-based approaches. Expected outcomes of this project include new vibration-based methods for fault diagnostic ....Dynamic model assisted fault diagnostics of wind turbine gearbox. This project aims to develop novel condition monitoring methodologies for the gearbox of large horizontal-axis wind turbines which are widely installed in wind farms for generating renewable energy. This project expects to generate a new diagnostic framework by integrating dynamic model assisted simulations and digital twin-based approaches. Expected outcomes of this project include new vibration-based methods for fault diagnostics and predictions of the remaining useful life of turbine gearboxes. This should provide significant benefits to the Australian Wind Industry by ensuring reliable operation of wind turbines, reducing turbine downtime and reducing operation and maintenance costs; ultimately lowering the cost of energy from wind.Read moreRead less
Industry Laureate Fellowships - Grant ID: IL230100116
Funder
Australian Research Council
Funding Amount
$3,359,464.00
Summary
Breaking through the manufacturing ‘glass ceiling’ for ZBLAN glass fibres. This project aims to develop innovative methods to improve the purity and manufacture scale of fluoride glass (ZBLAN) optical fibres to deliver faster and more efficient internet. This project expects to produce ZBLAN fibres with lower light loss than the best fibres to date by integrating innovations in glass science, materials purification, process automation and space manufacturing. Expected outcomes include industrial ....Breaking through the manufacturing ‘glass ceiling’ for ZBLAN glass fibres. This project aims to develop innovative methods to improve the purity and manufacture scale of fluoride glass (ZBLAN) optical fibres to deliver faster and more efficient internet. This project expects to produce ZBLAN fibres with lower light loss than the best fibres to date by integrating innovations in glass science, materials purification, process automation and space manufacturing. Expected outcomes include industrial scale production of ZBLAN fibres with 10 times better performance than existing production. The project should provide innovative new manufacturing methods and improved economic and social prosperity by increasing the availability of ZBLAN for a wealth of applications touching many aspects of Australian lives.Read moreRead less
Next generation titanium alloys for additive manufacturing. The rise of 3D printing creates unique opportunities for Australian manufacturers to participate in high value global supply chains. However, the lack of development in high quality printable materials is stopping manufacturers from accessing the full potential of 3D printing. This project aims to develop a design strategy for the next generation of titanium metals designed for 3D printing. This project expects to improve functionality ....Next generation titanium alloys for additive manufacturing. The rise of 3D printing creates unique opportunities for Australian manufacturers to participate in high value global supply chains. However, the lack of development in high quality printable materials is stopping manufacturers from accessing the full potential of 3D printing. This project aims to develop a design strategy for the next generation of titanium metals designed for 3D printing. This project expects to improve functionality of 3D printed metals with qualities that go beyond the most demanding industry acceptance criteria. This project should provide significant benefits by creating new capabilities and improving the productivity of Australian manufacturers while lowering the cost of products for consumers.Read moreRead less
Additive Manufacturing of Nanotwinned Titanium Alloys for Critical Use. The project aims to use 3D printing technology to create new titanium alloy components that are substantially lighter and stronger than current versions and therefore highly relevant for high temperature and stress uses in leading-edge industries such as aeroplane manufacture. The project expects to create new means to strengthen and improve the resilience of the commercial alloys’ microstructure with unprecedented in-servic ....Additive Manufacturing of Nanotwinned Titanium Alloys for Critical Use. The project aims to use 3D printing technology to create new titanium alloy components that are substantially lighter and stronger than current versions and therefore highly relevant for high temperature and stress uses in leading-edge industries such as aeroplane manufacture. The project expects to create new means to strengthen and improve the resilience of the commercial alloys’ microstructure with unprecedented in-service performance and thereby substantially broaden the industrial adoptions of 3D-printed products. This should also provide significant cost and environmental benefits and enhance Australia’s international standing in cutting-edge research on advanced manufacturing and materials.Read moreRead less