Physics-based equivalent circuit models for nanoporous electrodes. This project aims to develop new physics-based equivalent circuit models for ion/electron coupled dynamics in electrified porous nanomaterials via fusing latest simulation advances with machine learning approach. This project expects to meet the challenge of high-efficient and accurate dynamic models for accelerated design, accurate diagnosis, and optimal operation of electrochemical energy storage and conversion technologies. Th ....Physics-based equivalent circuit models for nanoporous electrodes. This project aims to develop new physics-based equivalent circuit models for ion/electron coupled dynamics in electrified porous nanomaterials via fusing latest simulation advances with machine learning approach. This project expects to meet the challenge of high-efficient and accurate dynamic models for accelerated design, accurate diagnosis, and optimal operation of electrochemical energy storage and conversion technologies. The outcome will be a paradigm shift of how equivalent circuit models are developed and used, informed by new scientific knowledge and data. The proliferation of the new models will allow design and operation of more efficient and durable technologies in energy industry, benefitting Australian economy and environment.Read moreRead less
Break the deadlock in corrosion research to prevent infrastructure collapse. Corrosion destroys one-quarter of the world’s annual steel production and costs the Australian economy $30 billion each year. This project targets a crucial missing link in understanding the structure and dynamics of the atomic lattices of corroded steel and the degradation of its mechanical strength. By combining advanced electrochemical and mechanical measurements with dynamics simulation of atomic lattices of corrode ....Break the deadlock in corrosion research to prevent infrastructure collapse. Corrosion destroys one-quarter of the world’s annual steel production and costs the Australian economy $30 billion each year. This project targets a crucial missing link in understanding the structure and dynamics of the atomic lattices of corroded steel and the degradation of its mechanical strength. By combining advanced electrochemical and mechanical measurements with dynamics simulation of atomic lattices of corroded steel, this project will produce the first concerted picture of corrosion induced strength degradation with a particular focus on real industrial conditions. This promises to guide the ongoing diagnosis of corrosion damages to steel, effectively preventing the collapse of corroded infrastructure.Read moreRead less
Enabling High-performance Layered Oxide Sodium-Ion Battery Cathodes. The great abundance of sodium on the earth's crust and similar work principles have made sodium-ion batteries the most promising replacement for commercial lithium-ion batteries, which are struggling with the increasing cost. This project studies the layered oxides for use as cathodes in sodium-ion batteries. The cross-disciplinary strategy and approaches will be employed to address the weaknesses of such oxides and release the ....Enabling High-performance Layered Oxide Sodium-Ion Battery Cathodes. The great abundance of sodium on the earth's crust and similar work principles have made sodium-ion batteries the most promising replacement for commercial lithium-ion batteries, which are struggling with the increasing cost. This project studies the layered oxides for use as cathodes in sodium-ion batteries. The cross-disciplinary strategy and approaches will be employed to address the weaknesses of such oxides and release the hidden potential to achieve commercialisation. The expected outcome includes advancement in fundamental knowledge of cathode materials design and the development of clean energy, revamping the energy structure of Australia. Read moreRead less