Advancing System Identification using Modern Optimisation Methods. This project lies within an ARC Research Priority Area. Namely, "Frontier Technologies". It involves the development of new technologies and fundamental theory that take data records from physical or abstract systems and generate mathematical models for use in prediction, control and diagnosis of the underlying system. In light of this, the project also lies within the ARC Research Priority Area of "Smart Information Use",
New Approaches for the Estimation of Complex Dynamic System Models. This project lies within an ARC defined Research Priority Area.
Namely, "Frontier Technologies". It is directed towards taking
available data records from physical and other processes, ranging from
petrochemical plant outputs to share market values, and using them to
determine equations that allow for the prediction, diagnosis, and
control of the underlying determining systems. As such, it lies
within the ARC identified ....New Approaches for the Estimation of Complex Dynamic System Models. This project lies within an ARC defined Research Priority Area.
Namely, "Frontier Technologies". It is directed towards taking
available data records from physical and other processes, ranging from
petrochemical plant outputs to share market values, and using them to
determine equations that allow for the prediction, diagnosis, and
control of the underlying determining systems. As such, it lies
within the ARC identified area of "Smart Information Use", but has further
potential to foster new approaches and new technologies, by way of the
improved system modelling, prediction and diagnosis capabilities it will provide.Read moreRead less
New Methods for Dynamic System Estimation. The estimation of dynamic system models from records of normal operating data is a significant problem across many engineering applications ranging from (at least) chemical process control to the implementation of telecommunications networks. This project, based on a promising pilot study, will develop and analyse new methods for solving these problems. This will lead to significant advances in the simplicity, robustness and generality of methods for a ....New Methods for Dynamic System Estimation. The estimation of dynamic system models from records of normal operating data is a significant problem across many engineering applications ranging from (at least) chemical process control to the implementation of telecommunications networks. This project, based on a promising pilot study, will develop and analyse new methods for solving these problems. This will lead to significant advances in the simplicity, robustness and generality of methods for accurate model generation with attendant benefits of more efficient and higher performance operation of many engineering systems.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
Dynamic Simulation of Gear and Bearing Interactions in Gearboxes for Improved Diagnostics and Prognostics of Faults. The techniques to be developed in this project should become the international standard for diagnostic and prognostic techniques for high speed gearboxes, and improve the performance of Australian industry. Australia being a major supplier of natural resources, with many mines in remote locations, it is heavily dependent on machine condition monitoring techniques, such as those be ....Dynamic Simulation of Gear and Bearing Interactions in Gearboxes for Improved Diagnostics and Prognostics of Faults. The techniques to be developed in this project should become the international standard for diagnostic and prognostic techniques for high speed gearboxes, and improve the performance of Australian industry. Australia being a major supplier of natural resources, with many mines in remote locations, it is heavily dependent on machine condition monitoring techniques, such as those being developed in the project, to maximise output and minimise the likelihood of catastrophic failure. The techniques also give improved safety, for example of helicopters, which are suspended from the gearbox, making it a very critical component. This will be of considerable benefit to both civil and military operators of helicopters, both important to Australia.Read moreRead less
Advancements in Belt Conveying. Belt conveyors are of considerable importance in bulk material handling operations worldwide. This research will be undertaken in collaboration with three industry partners and will develop fundamental models to predict and improve the performance and reliability in the areas of belt cleaning, belt weighing and belt indentation resistance. A collective approach to the research will significantly enhance the project outcomes due to the strong interrelation of funda ....Advancements in Belt Conveying. Belt conveyors are of considerable importance in bulk material handling operations worldwide. This research will be undertaken in collaboration with three industry partners and will develop fundamental models to predict and improve the performance and reliability in the areas of belt cleaning, belt weighing and belt indentation resistance. A collective approach to the research will significantly enhance the project outcomes due to the strong interrelation of fundamental parameters. The research outcomes will significantly enhance the fundamental knowledge of belt conveying, and strengthen Australia's international standing in the field of bulk materials handling research and industrial application.Read moreRead less
Towards new generations of lubricants using nanoparticles. Engines are essential to the Australian manufacturing, transport, power generation, mining and construction industries. Our project will develop the basic science for high-performance lubricants and wear-resistant materials using nanoparticles. These lubricants and materials will have a significant impact in reducing system failure from the chronic wear and friction of moving parts and optimise the cost structures of system manufacturing ....Towards new generations of lubricants using nanoparticles. Engines are essential to the Australian manufacturing, transport, power generation, mining and construction industries. Our project will develop the basic science for high-performance lubricants and wear-resistant materials using nanoparticles. These lubricants and materials will have a significant impact in reducing system failure from the chronic wear and friction of moving parts and optimise the cost structures of system manufacturing.Read moreRead less
Development of a New Generation Low Rolling Resistance Conveyor Belt. Belt conveying systems are employed extensively to transport bulk materials within Australia's mining and mineral processing industries. The energy consumption of belt conveyors are significant and dominated by the indentation rolling resistance of the idler rolls into the bottom cover of the belt. This project will develop technology to design more energy efficient conveyors by employing new laminated low energy loss belt cov ....Development of a New Generation Low Rolling Resistance Conveyor Belt. Belt conveying systems are employed extensively to transport bulk materials within Australia's mining and mineral processing industries. The energy consumption of belt conveyors are significant and dominated by the indentation rolling resistance of the idler rolls into the bottom cover of the belt. This project will develop technology to design more energy efficient conveyors by employing new laminated low energy loss belt covers. With Australian mineral exports exceeding $100 billion, coupled with the considerable transportation distances often necessary in Australian mining operations, the outcomes of this research will result in significant energy savings and economic benefits to these vital industries.Read moreRead less
Modelling and Optimisation of Belt Conveyor Systems. Belt conveyors are the arteries of Australia's heavy industries. Their efficiency and cost are critical to the productivity of our major export markets. A current trend in this area is the introduction of high-speed and long distance conveying. This has placed tremendous pressure on the current design standards which are in drastic need of re-evaluation. This project will address these deficiencies and build a strong foundation for future conv ....Modelling and Optimisation of Belt Conveyor Systems. Belt conveyors are the arteries of Australia's heavy industries. Their efficiency and cost are critical to the productivity of our major export markets. A current trend in this area is the introduction of high-speed and long distance conveying. This has placed tremendous pressure on the current design standards which are in drastic need of re-evaluation. This project will address these deficiencies and build a strong foundation for future conveyor design. This will be achieved by developing rigorous mechanical models for conveyor mechanics and the application of state-of-the-art optimisation methods based on Darwinian natural selection. This will lead to significant improvements in the efficiency and running costs of belt conveyor systems.Read moreRead less