Industrial Transformation Training Centres - Grant ID: IC160100032
Funder
Australian Research Council
Funding Amount
$3,024,379.00
Summary
ARC Training Centre in Lightweight Automotive Structures. ARC Training Centre in Lightweight Automotive Structures. This training centre aims to train a cohort of industry-focused researchers and to develop new lightweighting technologies, which are key to reducing carbon dioxide (CO2 emissions in transportation. In partnership with domestic and international companies and universities, this centre intends to develop new lightweight materials, advanced manufacturing processes, energy storage des ....ARC Training Centre in Lightweight Automotive Structures. ARC Training Centre in Lightweight Automotive Structures. This training centre aims to train a cohort of industry-focused researchers and to develop new lightweighting technologies, which are key to reducing carbon dioxide (CO2 emissions in transportation. In partnership with domestic and international companies and universities, this centre intends to develop new lightweight materials, advanced manufacturing processes, energy storage designs, and rapid non-destructive evaluation techniques. The intended outcome is to accelerate the transformation of Australia's automotive industry—now facing unprecedented structural adjustment—from vehicle production to export of design and engineering services, high-value products, and novel technology solutions.Read moreRead less
Towards autonomous structural safety prognostics: integrating in-situ imaging and predictive modelling. This project aims to advance a scientific basis for autonomous safety prognostics by developing predictive models and in-situ damage imaging principles. Development of this new health prognostic approach will overcome the significant challenge of safety assurance of composite structures in the presence of in-service damage, which is largely hidden.
Functional Strontium Phosphate Coated Magnesium Alloys For ?Orthopaedic Use. This project aims to develop a functional strontium-release surface on magnesium-based orthopaedic implants to suppress the rapid degradation rate of magnesium, facilitate new bone formation and ultimately shorten the healing process. The development of practical, bone-favourable and degradation-inhibiting surfaces for magnesium implants are in demand and can bring significant patient benefits. The project seeks to esta ....Functional Strontium Phosphate Coated Magnesium Alloys For ?Orthopaedic Use. This project aims to develop a functional strontium-release surface on magnesium-based orthopaedic implants to suppress the rapid degradation rate of magnesium, facilitate new bone formation and ultimately shorten the healing process. The development of practical, bone-favourable and degradation-inhibiting surfaces for magnesium implants are in demand and can bring significant patient benefits. The project seeks to establish an understanding of the formation mechanisms of strontium-releasing coatings and determine the critical release rate of strontium to activate bone cell responses.Read moreRead less
Baseline-free Methods for Early Damage Diagnosis using Nonlinear Ultrasound. To address the significant limitation of existing non-destructive evaluation techniques in detecting and characterising early damage, this project aims to discover the physical nature of self-generated nonlinear waves by structural damage and to explore its potential for an entirely new class of non-destructive evaluation and structural health monitoring techniques. Major applications are expected to include a baseline- ....Baseline-free Methods for Early Damage Diagnosis using Nonlinear Ultrasound. To address the significant limitation of existing non-destructive evaluation techniques in detecting and characterising early damage, this project aims to discover the physical nature of self-generated nonlinear waves by structural damage and to explore its potential for an entirely new class of non-destructive evaluation and structural health monitoring techniques. Major applications are expected to include a baseline-free structural health monitoring technique capable of detecting and quantifying barely-visible impact damage in advanced composite materials, non-destructive evaluation of structures made by additive manufacturing, and detection of hard-to-inspect locations in unitised structures.Read moreRead less
A novel physical-digital approach for the assessing a large critical asset. This project aims to deliver an artificial intelligence-enabled decision-making tool to maintain and manage the floating covers of vast lagoons that treat raw sewage. The cover harvests the biogas released from the anaerobic digestion of sewage for electric power generation that exceeds the plant’s requirement. The approach involves an innovative thermographic technique and exploits transfer learning to adapt neural netw ....A novel physical-digital approach for the assessing a large critical asset. This project aims to deliver an artificial intelligence-enabled decision-making tool to maintain and manage the floating covers of vast lagoons that treat raw sewage. The cover harvests the biogas released from the anaerobic digestion of sewage for electric power generation that exceeds the plant’s requirement. The approach involves an innovative thermographic technique and exploits transfer learning to adapt neural networks trained on lab-scale and synthetic data to field implementation. The outcome is a machine learning framework to optimise biogas harvesting and renewable energy generation, and to avoid structural failure, that is capable of continuous improvement to take into account improved data and/or modelling capabilities.Read moreRead less
Industrial Transformation Training Centres - Grant ID: IC180100005
Funder
Australian Research Council
Funding Amount
$4,889,410.00
Summary
ARC Training Centre in Surface Engineering for Advanced Materials. The ARC Training Centre in Surface Engineering for Advanced Materials aims to provide pathways for job creation and a high quality workforce in manufacturing. Surface engineering for advanced materials is a core need in all manufacturing sectors and controls the efficiency, productivity and sustainability of Australian industry. This Centre will integrate industry-university cooperation for applied training within an industrial s ....ARC Training Centre in Surface Engineering for Advanced Materials. The ARC Training Centre in Surface Engineering for Advanced Materials aims to provide pathways for job creation and a high quality workforce in manufacturing. Surface engineering for advanced materials is a core need in all manufacturing sectors and controls the efficiency, productivity and sustainability of Australian industry. This Centre will integrate industry-university cooperation for applied training within an industrial setting and will cover a spectrum of applications ranging from thin films to thick coatings and additive layered materials. The Centre will pursue outcomes that are reflected in terms of industry-fit researchers and deliver commercial benefits for industry.Read moreRead less