Real-time global optimisation for distributed parameter control systems. This project aims to develop real-time optimal control algorithms for distributed parameter systems involving both time and spatial variables and multiple time-delays, with a focus on mining and energy applications. Current optimal control algorithms for such systems are too slow for real-time use and often get trapped at local optima, which can be vastly inferior to the global solution. This project will result in a new op ....Real-time global optimisation for distributed parameter control systems. This project aims to develop real-time optimal control algorithms for distributed parameter systems involving both time and spatial variables and multiple time-delays, with a focus on mining and energy applications. Current optimal control algorithms for such systems are too slow for real-time use and often get trapped at local optima, which can be vastly inferior to the global solution. This project will result in a new optimal control framework, underpinned by recent advances in constraint propagation, switching surface optimisation, and input regularisation. It will result in cutting-edge mathematical tools to complement and exploit new technologies and optimise key processes in natural gas liquefaction and zinc and alumina production, increasing efficiency and reducing the ecological footprint. This project will lead to new cutting-edge control algorithms for replacing the inefficient manual operations endemic in Australia’s natural gas and mineral processing plants.Read moreRead less
Modular Vortex Fluidic Mediated Molecular Transformations. The project aims to develop the use of electric and magnetic fields to control chemical and biochemical reactions in high shear thin films under readily scalable continuous flow conditions to then be able to precisely build complex functional molecules. Depending on the orientation, strength and frequency of external electric and magnetic fields, and novel shear stress induced electric fields in solution, rates of reactions can be enhanc ....Modular Vortex Fluidic Mediated Molecular Transformations. The project aims to develop the use of electric and magnetic fields to control chemical and biochemical reactions in high shear thin films under readily scalable continuous flow conditions to then be able to precisely build complex functional molecules. Depending on the orientation, strength and frequency of external electric and magnetic fields, and novel shear stress induced electric fields in solution, rates of reactions can be enhanced, with higher yields and tunable selectivity, and reduced waste and energy usage, which is not possible using traditional batch processing. This will be translated into molecular assembly line processing and the development of a new synthetic toolbox, with applications in preparing pharmaceuticals.
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