Website
http://dataportal.arc.gov.au/NCGP/API/grants/DP230102781
Funding Status
Active
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Funded Activity Summary
Assessment of Dynamic Pile Driving Using Machine Learning. This project aims at developing new technology to determine ground properties and foundation capacity in real-time during pile installation by adopting rigorous numerical simulation, laboratory experiments and artificial intelligence-based computational model. Although impact driving is used commonly to install piles on site, there is no technology currently available to interpret collected data accurately and in real-time to provide live feedback and optimise construction processes. This research will provide new machine learning model to assess the ground and foundation characteristics during construction, and will increase certainty in infrastructure investment in Australia particularly for costly transport assets and infrastructure.Funded Activity Details
Start Date: 2023
End Date: 12-2025
Funding Scheme: Discovery Projects
Funding Amount: $412,353.00
Funder: Australian Research Council
Research Topics
ANZSRC Field of Research (FoR)
Civil engineering | Civil geotechnical engineering
ANZSRC Socio-Economic Objective (SEO)
