In situ neutron diffraction mapping of tri-axial stress distributions in particulate systems. Compacting powders, which are critical in industries such as metal, advanced ceramic and pharmiceutical manufacturing, will be studied in real time using advanced neutron diffraction techniques. This will allow the three-dimensional mapping of stresses and strains within small volumes of the powder deep inside realistic compaction equipment.
Advanced signal processing techniques to improve prognostic models for rolling element bearings. Novel signal processing techniques for predicting the development of faults in rolling element bearings will be developed and employed in a statistical prognostic model. This will greatly improve the economics of operation of many different machines, including helicopters and other aircraft, mining machinery, and wind turbines.
Deep Learning Augmented Intelligent Grinding Mill Simulation and Design. Comminution is a key operation in mineral processing that utilises grinding mills to reduce the size of ore for further mineral enrichment processing. The aim of this project is to provide a step change improvement in the operational efficiency and service life of grinding mills through the development of advanced numerical models to simulate the grinding mill process. The outcome will be a hierarchical deep learning progra ....Deep Learning Augmented Intelligent Grinding Mill Simulation and Design. Comminution is a key operation in mineral processing that utilises grinding mills to reduce the size of ore for further mineral enrichment processing. The aim of this project is to provide a step change improvement in the operational efficiency and service life of grinding mills through the development of advanced numerical models to simulate the grinding mill process. The outcome will be a hierarchical deep learning program to select optimal model parameters from which computational algorithms will optimise grinding mill geometries. This research project will deliver substantial improvements to equipment used to process our most valuable exports and result in immediate industry impact.Read moreRead less
Diagnostics and Prognostics of Turbine Engine Bearings. Rolls Royce are a leading supplier of engines world-wide, but in particular (with respect to this application) to airlines operating in and from Australia, including Qantas, as well as to the Australian armed forces. The methods to be developed will give greater security to the flying public, and to the Defence Forces, allowing them to carry out their role more reliably. Collaboration with Rolls Royce will add prestige to this Australian de ....Diagnostics and Prognostics of Turbine Engine Bearings. Rolls Royce are a leading supplier of engines world-wide, but in particular (with respect to this application) to airlines operating in and from Australia, including Qantas, as well as to the Australian armed forces. The methods to be developed will give greater security to the flying public, and to the Defence Forces, allowing them to carry out their role more reliably. Collaboration with Rolls Royce will add prestige to this Australian developed technology, and increase the likelihood of it (and related technology) being used in the Joint Strike Fighter.Read moreRead less
Life-time Modelling of Industrial Products for Reuse. Product disposal responsibility has shifted from consumers to manufacturers. Re-use of components is the most efficient strategy for product recovery, which requires reliable methods for assessing the quality and remaining life of used components. The aim of this project is to develop a lifetime model to estimate the remaining life and quality of a used component. This will enable manufacturers to estimate the potential reusability of a compo ....Life-time Modelling of Industrial Products for Reuse. Product disposal responsibility has shifted from consumers to manufacturers. Re-use of components is the most efficient strategy for product recovery, which requires reliable methods for assessing the quality and remaining life of used components. The aim of this project is to develop a lifetime model to estimate the remaining life and quality of a used component. This will enable manufacturers to estimate the potential reusability of a component without going through costly and time consuming disassembly processes. In addition, the data from the lifetime monitoring process will provide information for improving the design and manufacture of environmentally friendly products.Read moreRead less
Electrorheological Fluid-based Actuators. The proposed project will make significant contribution towards both fundamental understanding of nanoparticle materials and the development of novel nanomaterial based devices. It is expected that new technology obtained from this research will be transferred to the automotive industry in Australia. It will also strengthen the collaboration between Australia and other countries, such as Hong Kong where research is also at the forefront in this field. Au ....Electrorheological Fluid-based Actuators. The proposed project will make significant contribution towards both fundamental understanding of nanoparticle materials and the development of novel nanomaterial based devices. It is expected that new technology obtained from this research will be transferred to the automotive industry in Australia. It will also strengthen the collaboration between Australia and other countries, such as Hong Kong where research is also at the forefront in this field. Australian research students and engineers will also gain training opportunities from this project.Read moreRead less
A new abrasive waterjet milling technology and process models for fabricating energy-efficient electrical machines from amorphous magnetic metal laminations. As the most energy-efficient core material for electrical machines, amorphous magnetic metal (AMM) can save more than 36% of the energy wasted by ordinary electrical motors. Since electrical motors consume about 70% of all the electricity generated, if all electrical motors in Australia use AMM as the core material, an annual energy saving ....A new abrasive waterjet milling technology and process models for fabricating energy-efficient electrical machines from amorphous magnetic metal laminations. As the most energy-efficient core material for electrical machines, amorphous magnetic metal (AMM) can save more than 36% of the energy wasted by ordinary electrical motors. Since electrical motors consume about 70% of all the electricity generated, if all electrical motors in Australia use AMM as the core material, an annual energy saving worth approximately $4 billion and an annual reduction of 16 million tonnes of greenhouse gas emission in Australia are expected based on the predicted electricity consumption in 2010. This project will develop a new technology for fabricating larger electrical machines from AMM laminations. It targets the national research priorities in Frontier Technologies and An Environmentally Sustainable Australia.Read moreRead less
Monitoring and Control of Complex Power Systems via Robust Control of Jump Parameter Systems. The project will involve research on a robust state estimation and control theory of systems with uncertain and random structure. This theory will be applied to develop new tools for dynamic voltage stability analysis and control of complex power systems by taking into account discrete switching of devices comprising the system. The theory will address both performance and robustness of power systems ag ....Monitoring and Control of Complex Power Systems via Robust Control of Jump Parameter Systems. The project will involve research on a robust state estimation and control theory of systems with uncertain and random structure. This theory will be applied to develop new tools for dynamic voltage stability analysis and control of complex power systems by taking into account discrete switching of devices comprising the system. The theory will address both performance and robustness of power systems against variety of uncertainties including those due to modelling errors associated with uncertain nature of discrete switching and nonlinearity of underlying power generation system models.Read moreRead less
Analysis and Design of Networked Control Systems. Rapid advances in communications technology have opened up the possibility of large scale control systems in which the control task is distributed among several processors and the communication between the processors, sensors and actuators is via communication channels. This enables control systems to be distributed over large distances and to use large numbers of actuators and sensors. This project will be directed towards the development of a t ....Analysis and Design of Networked Control Systems. Rapid advances in communications technology have opened up the possibility of large scale control systems in which the control task is distributed among several processors and the communication between the processors, sensors and actuators is via communication channels. This enables control systems to be distributed over large distances and to use large numbers of actuators and sensors. This project will be directed towards the development of a theory of networked control systems in which control and communication issues are combined together, and all the limitations of the communication channels are taken into account.Read moreRead less
A new biomechanical model for understanding aging of stored Red Blood Cells. This project plans to develop a novel modelling framework to accurately represent the biomechanical properties of red blood cells (RBCs) over time under stored conditions. Stored RBCs suffer ageing-related deformability changes which impede RBC functions. The framework aims to integrate models for RBC membrane, inside haemoglobin and outside storage solution, and accounts for ageing effects by embedding time-dependent c ....A new biomechanical model for understanding aging of stored Red Blood Cells. This project plans to develop a novel modelling framework to accurately represent the biomechanical properties of red blood cells (RBCs) over time under stored conditions. Stored RBCs suffer ageing-related deformability changes which impede RBC functions. The framework aims to integrate models for RBC membrane, inside haemoglobin and outside storage solution, and accounts for ageing effects by embedding time-dependent correlations. It should provide new insights and understanding of the mechanisms of deformability changes of RBCs during stored lifespan. Therefore, it should significantly improve blood storage industry practices in terms of improving RBC storage protocols with preventative ageing strategies.Read moreRead less