Improving battery safety with boron nitride nanotube separators. This project aims to improve the safety of lithium ion batteries by developing high –temperature, stable separators. The use of batteries in a hot Australian summer is a major safety issue for our society. This project will develop a new and safe battery technology with the help of boron nitride nanotubes to effectively reduce the risk of thermal runaway of battery cells. The expected outcomes will have a global impact on the safet ....Improving battery safety with boron nitride nanotube separators. This project aims to improve the safety of lithium ion batteries by developing high –temperature, stable separators. The use of batteries in a hot Australian summer is a major safety issue for our society. This project will develop a new and safe battery technology with the help of boron nitride nanotubes to effectively reduce the risk of thermal runaway of battery cells. The expected outcomes will have a global impact on the safety of the current battery technology and the innovative application of boron nitride nanotubes in battery technology. It will position industry on the cutting edge of battery technology required for energy storage development in Australia.Read moreRead less
Sustainable high energy sodium batteries with enhanced safety & cycle life. This project aims to deliver a high specific energy, ambient temperature sodium metal battery that is more sustainable, safer and better performing than existing technologies. Innovative chemistry will be used to replace the current flammable and toxic organic solvent-based systems, while novel tools and capabilities will be forged to retain Australian leadership in this sector. These advances will provide a technology ....Sustainable high energy sodium batteries with enhanced safety & cycle life. This project aims to deliver a high specific energy, ambient temperature sodium metal battery that is more sustainable, safer and better performing than existing technologies. Innovative chemistry will be used to replace the current flammable and toxic organic solvent-based systems, while novel tools and capabilities will be forged to retain Australian leadership in this sector. These advances will provide a technology and materials platform to generate and support emerging energy storage industries in Australia. It will strengthen international collaborations with leading research teams and provide opportunities and training for the next generation of energy storage research leaders in both academia and industry.Read moreRead less
Making hydrogen storage work for the new hydrogen economy. This project aims to develop an innovative Liquid Organic Hydrogen Storage technology and prove its energy industry potential. This project expects to expand and validate the performance, safety and scale-up potential of this new technology in an industrial context to promote the development of the hydrogen economy. Expected outcomes include providing practical, efficient, large-scale storage technology for use in intermittent renewable ....Making hydrogen storage work for the new hydrogen economy. This project aims to develop an innovative Liquid Organic Hydrogen Storage technology and prove its energy industry potential. This project expects to expand and validate the performance, safety and scale-up potential of this new technology in an industrial context to promote the development of the hydrogen economy. Expected outcomes include providing practical, efficient, large-scale storage technology for use in intermittent renewable energy storage and hydrogen vehicle refuelling, and addressing legal/regulatory implementation issues. This should provide significant benefits in cultivating the emerging hydrogen energy industry, strengthening industrial competitiveness, enhancing Australia’s fuel security and protecting the environment.Read moreRead less
Diatomic Electrocatalysts for Efficient Carbon Dioxide Conversion. This project will create novel electrocatalysts to produce valuable C2 compounds (ethylene, ethanol and ethylene glycol) from carbon dioxide reduction reaction. The precise catalyst structure control remains challenging but is crucial for pushing catalyst performance towards practical applications. By innovating organic macrocycle molecules as precursors, this project will generate a new paradigm of diatomic electrocatalysts with ....Diatomic Electrocatalysts for Efficient Carbon Dioxide Conversion. This project will create novel electrocatalysts to produce valuable C2 compounds (ethylene, ethanol and ethylene glycol) from carbon dioxide reduction reaction. The precise catalyst structure control remains challenging but is crucial for pushing catalyst performance towards practical applications. By innovating organic macrocycle molecules as precursors, this project will generate a new paradigm of diatomic electrocatalysts with structure control precision at atomic-scale. Such catalysts are expected to deliver high catalytic performance to accelerate the transformation to a carbon-neutral future. Synchronously, they will also serve as an ideal platform for in-depth mechanism study and establishing guidelines for rational catalyst design Read moreRead less
Compression of distributed data: bridging the gap between theory and practice. In bushfire and tsunami early warning systems, environmental monitoring and healthcare applications, distributed sensors collect and transmit correlated data. This project will design novel data compression algorithms that exploit this correlation to dramatically increase the performance of existing networks and enable new applications.
Future sodium based electrochemical energy storage technologies. New rechargeable batteries will be developed through the use of breakthrough electrolytes based on liquid salts. These batteries are vital for the widespread use of renewables in Australia's electricity grid. They will also enable new generations of environmental sensor technology.
Scalable high-density hydrogen storage by nano-bubbles in layered materials. Stable and low-cost hydrogen storage and transportation are cornerstones of a global hydrogen economy. This project aims to advance a novel hydrogen storage technology based on highly pressurised nano-bubbles in layered materials. The project expects to expand our fundamental knowledge of the interactions between hydrogen and layered materials. Expected outcomes include a hydrogen storage technology that exhibits a rema ....Scalable high-density hydrogen storage by nano-bubbles in layered materials. Stable and low-cost hydrogen storage and transportation are cornerstones of a global hydrogen economy. This project aims to advance a novel hydrogen storage technology based on highly pressurised nano-bubbles in layered materials. The project expects to expand our fundamental knowledge of the interactions between hydrogen and layered materials. Expected outcomes include a hydrogen storage technology that exhibits a remarkable energy density, high stability and low cost. This should provide significant benefits, such as improving the capacity and robustness of low-cost hydrogen storage and transportation, reducing energy costs and making hydrogen energy a more accessible and sustainable clean energy source for Australia.Read moreRead less
Secure Crowdsourcing Classification with Privacy Protection against Servers. This project aims to enable comprehensive quality data classification via secure crowdsourcing. The quality of a data-intensive process, such as a Machine Learning algorithm, depends on the input data quality. By using a crowdsourcing classification, the project expects to overcome the painstaking and costly process of humans correctly annotating extensive input data from diverse real information. The expected outcomes ....Secure Crowdsourcing Classification with Privacy Protection against Servers. This project aims to enable comprehensive quality data classification via secure crowdsourcing. The quality of a data-intensive process, such as a Machine Learning algorithm, depends on the input data quality. By using a crowdsourcing classification, the project expects to overcome the painstaking and costly process of humans correctly annotating extensive input data from diverse real information. The expected outcomes are innovative technologies, guaranteeing accuracy and confidentiality of annotation results whilst protecting the privacy of data classification results. It enhances data-intensive outputs quality, which will benefit large data-intensive applications, such as cybersecurity protections via intrusion detection.Read moreRead less
Robust Federated Learning for Imperfect Decentralised Data. This project aims to develop a next-generation robust federated learning framework to tackle the challenging scenarios of imperfect decentralised data in real applications, e.g. mobile phones and the Internet of Things (IoT) devices. The outcomes will bring great benefits to a broad range of industry sectors by providing novel large-scale intelligent applications with privacy preservation. The proposed method will advance the developmen ....Robust Federated Learning for Imperfect Decentralised Data. This project aims to develop a next-generation robust federated learning framework to tackle the challenging scenarios of imperfect decentralised data in real applications, e.g. mobile phones and the Internet of Things (IoT) devices. The outcomes will bring great benefits to a broad range of industry sectors by providing novel large-scale intelligent applications with privacy preservation. The proposed method will advance the development of a cutting-edge technique to develop new intelligent applications in a decentralised and privacy-sensitive scenario. This game-changing research will advance current data mining and artificial intelligence research from centralised intelligence to decentralised intelligence with a collaboration network.Read moreRead less
Efficient Multi-key Homomorphic Encryption and Its Applications. Multi-key homomorphic encryption (MKHE) is a key technology that functions to allow multiple users to supply their private input for collaboration in the cloud while keeping the user data confidential. Unfortunately, it is very difficult to obtain efficient MKHEs. This project aims to overcome this challenge by enabling novel efficient MKHEs. The expected outcomes of this project are to develop innovative cryptographic technologies ....Efficient Multi-key Homomorphic Encryption and Its Applications. Multi-key homomorphic encryption (MKHE) is a key technology that functions to allow multiple users to supply their private input for collaboration in the cloud while keeping the user data confidential. Unfortunately, it is very difficult to obtain efficient MKHEs. This project aims to overcome this challenge by enabling novel efficient MKHEs. The expected outcomes of this project are to develop innovative cryptographic technologies which realise efficient MKHEs, together with their cryptographic libraries and practical applications in solving industry problems. This will provide direct economic benefits to Australian industry through the enablement of advanced technologies and low-cost business solutions which are developed in Australia.Read moreRead less