A System Behavioral Approach to Big Data-driven Nonlinear Process Control. This project aims to develop a novel process control approach that utilises big process data to improve the cost-effectiveness of industrial processes. Existing monitoring systems in the industry have been collecting a tremendous amount of process operation data but little effort has been made to use the big process data to enhance process operations. Based on the system behavioural approach and dissipativity theory, inte ....A System Behavioral Approach to Big Data-driven Nonlinear Process Control. This project aims to develop a novel process control approach that utilises big process data to improve the cost-effectiveness of industrial processes. Existing monitoring systems in the industry have been collecting a tremendous amount of process operation data but little effort has been made to use the big process data to enhance process operations. Based on the system behavioural approach and dissipativity theory, integrated with machine learning techniques, this project expects to develop a novel framework for data-driven control using big process data. The outcomes are expected to benefit the Australian process industry, where many processes are controlled by inadequate logic controllers, by improving their operational efficiency.Read moreRead less
Data-based Control of Process Feature Dynamics through Latent Behaviours. This project aims to develop a novel data-based approach to control the feature dynamics of complex industrial processes. The dynamic features of desired process operations (leading to high energy and material efficiencies and good product quality) are often not directly measured but can be distilled from high-dimensional big process data. However, little effort has been made to develop process control approaches to achiev ....Data-based Control of Process Feature Dynamics through Latent Behaviours. This project aims to develop a novel data-based approach to control the feature dynamics of complex industrial processes. The dynamic features of desired process operations (leading to high energy and material efficiencies and good product quality) are often not directly measured but can be distilled from high-dimensional big process data. However, little effort has been made to develop process control approaches to achieve desired dynamic features. This project aims to develop such a data-based approach by controlling latent variable dynamics, using the behavioural systems framework integrated with big data analytics and artificial neural networks. The outcomes are expected to help build a cornerstone for future smart manufacturing.Read moreRead less
Enhanced productivity of coal seam gas wells by continuous gas circulation. This project aims to develop foam assisted continuous gas circulation for dewatering new and existing coal seam gas wells. The potential benefits of this new method include enhanced gas production, better well control, reduced costs and better environmental effectiveness. The proposed solution eliminates the need for mechanical pumps which are currently used for dewatering, and which fail regularly due to gas and solids ....Enhanced productivity of coal seam gas wells by continuous gas circulation. This project aims to develop foam assisted continuous gas circulation for dewatering new and existing coal seam gas wells. The potential benefits of this new method include enhanced gas production, better well control, reduced costs and better environmental effectiveness. The proposed solution eliminates the need for mechanical pumps which are currently used for dewatering, and which fail regularly due to gas and solids accumulation within the production wells. Continuous gas circulation could achieve significant savings in downtime and maintenance costs. In addition, reducing onsite maintenance will minimise access requirements for maintenance rigs which disrupt rural activities where the wells are located, thus easing local traffic and reduce the environmental impacts that are associated with well workovers.Read moreRead less
Precision-engineered hybrid core-shell materials . This project aims to develop new platform technologies for making nanostructured hybrid core-shell materials with exceptionally high drug loading and programmed release. Building on this research team's recent breakthrough in the precision engineering of core-shell materials, this research will revolutionise current approaches for making drug-loaded polymer and inorganic particles. Significant outcomes will include a novel sequential nanoprecipi ....Precision-engineered hybrid core-shell materials . This project aims to develop new platform technologies for making nanostructured hybrid core-shell materials with exceptionally high drug loading and programmed release. Building on this research team's recent breakthrough in the precision engineering of core-shell materials, this research will revolutionise current approaches for making drug-loaded polymer and inorganic particles. Significant outcomes will include a novel sequential nanoprecipitation platform technology for making drug-core polymer-shell nanoparticles, and a new bio-inspired approach for making hybrid drug-core silica-shell nanocomposites, and new materials for applications in programmed release and delivery systems.Read moreRead less
Designing high performance gas separation by interfacial diffusion membrane. This project aims to develop a new generation of interfacial diffusion membranes for industrial gas separations including carbon dioxide removal, nitrogen gas enrichment, methane purification and air separation. The project focuses on advancing separation technologies for the petrochemical, natural gas, and clean energy industries in the mining sector. The project is expected to reveal new separation properties and perf ....Designing high performance gas separation by interfacial diffusion membrane. This project aims to develop a new generation of interfacial diffusion membranes for industrial gas separations including carbon dioxide removal, nitrogen gas enrichment, methane purification and air separation. The project focuses on advancing separation technologies for the petrochemical, natural gas, and clean energy industries in the mining sector. The project is expected to reveal new separation properties and performance based on highly selective interfacial diffusion membranes. The project will also create new scientific knowledge about the role of functional surfaces and nanostructures that will not only facilitate new membrane designs but also offer new, more cost-effective devices for solar conversion, energy storage and harvesting, biomedical applications, sensing and information technology.Read moreRead less
Special Research Initiatives - Grant ID: SR180100023
Funder
Australian Research Council
Funding Amount
$940,000.00
Summary
Thermal decomposition of PFAS. This project aims to investigate the thermal decomposition of per- and poly-fluroalkyl substances (PFAS). The project will focus on the catalytic destruction of PFAS reactions at elevated temperatures, which is expected to transform PFAS in a controlled and predictable way into benign products. By understanding the fate of these compounds during thermal decomposition, the project will allow the development of a new technology aimed at treating materials which have ....Thermal decomposition of PFAS. This project aims to investigate the thermal decomposition of per- and poly-fluroalkyl substances (PFAS). The project will focus on the catalytic destruction of PFAS reactions at elevated temperatures, which is expected to transform PFAS in a controlled and predictable way into benign products. By understanding the fate of these compounds during thermal decomposition, the project will allow the development of a new technology aimed at treating materials which have been contaminated with or have been used as absorbants for PFAS. The project will provide the technical underpinning of a new technology developed to treat fluorochemical-contaminated material and, in doing so, reduce the environmental impact of these contaminants.Read moreRead less
Biochar as a renewable catalyst for hot gas cleaning. This project aims to generate new knowledge for the development of a novel hot gas cleaning technology. This project expects to understand the mechanisms of tar reforming using biochar as a renewable catalyst, which can avoid the problems associated with the catalyst deactivation and catalyst disposal if conventional supported catalysts are used. Expected outcomes of this project include a theoretical framework and a kinetic model describing ....Biochar as a renewable catalyst for hot gas cleaning. This project aims to generate new knowledge for the development of a novel hot gas cleaning technology. This project expects to understand the mechanisms of tar reforming using biochar as a renewable catalyst, which can avoid the problems associated with the catalyst deactivation and catalyst disposal if conventional supported catalysts are used. Expected outcomes of this project include a theoretical framework and a kinetic model describing the catalytic reforming of tar as part of the hot gas cleaning during the conversion of biomass. The technology will contribute to Australia’s improved energy security and reduced carbon dioxide (CO2) emissions in the carbon-constrained future.Read moreRead less
Manufacturing Nanostructured Polymer Thin Films using Visible Light. This research aims the development of selective photochemical tools driven by different colours of light for the fabrication of nanostructured polymer brush thin films. By using different wavelengths to selectively activate specific chemical reactions, this will enable multiple reactions to be performed simultaneously, significantly streamlining fabrication. Additionally, the increased selectivity offers pathways to more sophis ....Manufacturing Nanostructured Polymer Thin Films using Visible Light. This research aims the development of selective photochemical tools driven by different colours of light for the fabrication of nanostructured polymer brush thin films. By using different wavelengths to selectively activate specific chemical reactions, this will enable multiple reactions to be performed simultaneously, significantly streamlining fabrication. Additionally, the increased selectivity offers pathways to more sophisticated nanoarchitectures in comparison to existing methods. This research will lead to the fabrication of 3D polymer brush architectures with unparalleled precision, which will be of high scientific and industrial value for a diverse range of applications, such as optoelectronics, nanoactuation, and sensing.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE200100119
Funder
Australian Research Council
Funding Amount
$424,607.00
Summary
Manipulation of non-wetting droplets for cell culture. We have recently discovered an innovative and interdisciplinary approach for manipulating non-wetting droplets called “liquid marbles” as a platform for three-dimensional cell culture. This project aims to elucidate the fundamental physics underpinning the electrostatic handling concept of this platform technology. The project is expected to deliver an inexpensive but sophisticated cell culture platform that is well-suited for high-throughpu ....Manipulation of non-wetting droplets for cell culture. We have recently discovered an innovative and interdisciplinary approach for manipulating non-wetting droplets called “liquid marbles” as a platform for three-dimensional cell culture. This project aims to elucidate the fundamental physics underpinning the electrostatic handling concept of this platform technology. The project is expected to deliver an inexpensive but sophisticated cell culture platform that is well-suited for high-throughput drug screening and preparing cells for implantation therapy. Significant benefits for end users in pharmaceutical industry, life sciences research and hospitals are expected from the project and the application of the developed technology.Read moreRead less
Pore Engineering of Chromatography Membranes for Bioseparation. Protein separation and purification is an essential unit operation in manufacturing processes of therapeutic proteins. The project aims to advance the practical applications of chromatography membrane, an emerging technology for protein separation and purification, by tailoring membrane pore geometry and surface functionality to achieve enhanced separation performance. The project expects to generate advanced knowledge and technique ....Pore Engineering of Chromatography Membranes for Bioseparation. Protein separation and purification is an essential unit operation in manufacturing processes of therapeutic proteins. The project aims to advance the practical applications of chromatography membrane, an emerging technology for protein separation and purification, by tailoring membrane pore geometry and surface functionality to achieve enhanced separation performance. The project expects to generate advanced knowledge and techniques in the fields of reactive polymer synthesis, functional membrane fabrication and application in bioseparation. The innovative membranes developed in the project are able to improve the production capacity of therapeutic protein manufacturing processes, providing significant economic benefits to Australia.Read moreRead less