Machine Learning and Shape Optimisation of Fluid-Structure Interactions. This project aims to address vibrations of solid structures by utilising a combination of advanced experimental and computational methods. This project expects to generate new knowledge in the area of flow-induced vibrations utilising the new techniques of machine learning and evolutionary shape optimisation. Expected outcomes of this project include greatly accelerated discovery of mechanisms leading to structural vibratio ....Machine Learning and Shape Optimisation of Fluid-Structure Interactions. This project aims to address vibrations of solid structures by utilising a combination of advanced experimental and computational methods. This project expects to generate new knowledge in the area of flow-induced vibrations utilising the new techniques of machine learning and evolutionary shape optimisation. Expected outcomes of this project include greatly accelerated discovery of mechanisms leading to structural vibrations and optimising structure geometries to either enhance or suppress the vibrations. This should provide significant benefits, such as the design strategies for improved energy harvesters, such as current oscillators, or more stable structures, such as platforms for offshore wind turbines.
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Discovery Early Career Researcher Award - Grant ID: DE200101650
Funder
Australian Research Council
Funding Amount
$412,700.00
Summary
Intelligent active control of flow-induced vibration. This project aims to develop advanced and effective control methods using an innovative interdisciplinary approach for flow-induced vibration for a wide range of generic elements of engineering structures. This project expects to generate new scientific knowledge of fluid-structure interaction that is essential for the prediction and control of flow-induced vibration. The expected outcomes of this project are artificial intelligence based act ....Intelligent active control of flow-induced vibration. This project aims to develop advanced and effective control methods using an innovative interdisciplinary approach for flow-induced vibration for a wide range of generic elements of engineering structures. This project expects to generate new scientific knowledge of fluid-structure interaction that is essential for the prediction and control of flow-induced vibration. The expected outcomes of this project are artificial intelligence based active control methods for flow-induced vibration. Ultimately, this project should provide significant benefits, such as advances in scientific knowledge and improved technologies for the areas of energy, transport, buildings and infrastructure.Read moreRead less
Multi Tower Solar Array (MTSA) for combined heat and power applications in urban areas. The MTSA is a highly compact, middle-scale (0.5 - 10 MW) solar power concept designed for urban areas. It comprises an array of small towers with high mounted receivers which collect sunlight from a very densely packed reflector field below. Reflectors can be aimed at different towers during the day to minimise blocking and shading losses. A prototype MTSA system to be constructed will test new reflector modu ....Multi Tower Solar Array (MTSA) for combined heat and power applications in urban areas. The MTSA is a highly compact, middle-scale (0.5 - 10 MW) solar power concept designed for urban areas. It comprises an array of small towers with high mounted receivers which collect sunlight from a very densely packed reflector field below. Reflectors can be aimed at different towers during the day to minimise blocking and shading losses. A prototype MTSA system to be constructed will test new reflector modules developed in conjunction with Solahart Industries (Perth). Innovative receivers incorporating spectral control, and both photovoltaic and thermal electricity generation paths will also be developed.Read moreRead less