Design surface feature recognition for near net shaped manufactured components. The aim of this project is to investigate methods and techniques that, given an ab initio design requirement, allow databases of knowledge from previous designs to be intelligently searched for similar patterns, both geometric and physical state, that will assess the likelihood of a successful design and suggest potential alternatives based on previous experience
The plan is to approach the research problem from a m ....Design surface feature recognition for near net shaped manufactured components. The aim of this project is to investigate methods and techniques that, given an ab initio design requirement, allow databases of knowledge from previous designs to be intelligently searched for similar patterns, both geometric and physical state, that will assess the likelihood of a successful design and suggest potential alternatives based on previous experience
The plan is to approach the research problem from a machine learning/pattern recognition point of view. By mapping the characterized properties into a search space of reduced dimensionality in which feature patterns have been pre-classified through supervised training, it should be possible to identify similar features.
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Modelling the cutting process and cutting performance in contour and multipass abrasive waterjet machining. This project will develop important new cutting techniques to increase the cutting capability and application domain of the abrasive waterjet (AWJ) cutting technology. It will gain a fundamental understanding of the cutting phenomenon and develop new mathematical models for predicting the cutting performance in AWJ contouring and multipass cutting. This project will further develop into a ....Modelling the cutting process and cutting performance in contour and multipass abrasive waterjet machining. This project will develop important new cutting techniques to increase the cutting capability and application domain of the abrasive waterjet (AWJ) cutting technology. It will gain a fundamental understanding of the cutting phenomenon and develop new mathematical models for predicting the cutting performance in AWJ contouring and multipass cutting. This project will further develop into a new branch of manufacturing science by uncovering the cutting mechanisms in AWJ machining with and without nozzle oscillation, and have significant impact to the manufacturing industry by providing machining information and cutting performance models to increase the technological and economic performance of AWJ machining.Read moreRead less
Modelling the jet characteristics and process performance for abrasive waterjet micro-machining. This project will develop a new manufacturing science and technology for micro-machining using a micro-abrasive waterjet. The new technology will provide an effective means for micro-cutting, etching and super-finish polishing on various micro-parts, particularly for advanced materials such as ceramics and glasses that are being increasingly used by industry while other technologies either experience ....Modelling the jet characteristics and process performance for abrasive waterjet micro-machining. This project will develop a new manufacturing science and technology for micro-machining using a micro-abrasive waterjet. The new technology will provide an effective means for micro-cutting, etching and super-finish polishing on various micro-parts, particularly for advanced materials such as ceramics and glasses that are being increasingly used by industry while other technologies either experience difficulties or result in defects in processing them. This technology will increase the capacity of the Australian manufacturing industry to exploit new leading technologies and products.Read moreRead less