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
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
Discovery Early Career Researcher Award - Grant ID: DE240100207
Funder
Australian Research Council
Funding Amount
$417,125.00
Summary
Next-generation system resilience-based design of infrastructure facilities. This project aims to develop a framework for system resilience-based design of infrastructure facilities. In Australia, the costs of natural disasters will rise to $33B per year by 2050 unless steps are taken to guarantee resilience. This project expects to quantify the impacts that structural deterioration, external hazards, and component interaction have on infrastructure resilience. Expected outcomes include new prac ....Next-generation system resilience-based design of infrastructure facilities. This project aims to develop a framework for system resilience-based design of infrastructure facilities. In Australia, the costs of natural disasters will rise to $33B per year by 2050 unless steps are taken to guarantee resilience. This project expects to quantify the impacts that structural deterioration, external hazards, and component interaction have on infrastructure resilience. Expected outcomes include new practices for resilience-based structural design, reflecting a next-generation evolution of design philosophy. Expected benefits stem from the development of novel decision-making tools for community planners and designers that will guarantee the resilience of infrastructure systems, and thus mitigate hazard-induced damage costs.Read moreRead less