Next generation photonic waveguide sensors enabled by machine learning. This project aims to establish the next frontier in photonic waveguide sensing, by using machine learning to shift the complexity out of conventional photonic-waveguide/optical-fibre sensors and into smart detection algorithms. The complexity and instability of multimode photonic waveguides, traditionally a hinderance to sensing, will be advantageously employed to train deep learning models for sensing. Expected outcomes inc ....Next generation photonic waveguide sensors enabled by machine learning. This project aims to establish the next frontier in photonic waveguide sensing, by using machine learning to shift the complexity out of conventional photonic-waveguide/optical-fibre sensors and into smart detection algorithms. The complexity and instability of multimode photonic waveguides, traditionally a hinderance to sensing, will be advantageously employed to train deep learning models for sensing. Expected outcomes include the creation of intelligent photonic sensors that can, in principle, measure any environmental parameter using any optical waveguide material. It will create new critically needed measurement capabilities for challenging harsh environments, such as extreme temperature and in-vivo biochemical sensing.Read moreRead less
Compact and versatile chip lasers for three-dimensional mine surveying. This project will bring together a world leading mine survey company, The University of Adelaide and Macquarie University researchers, to develop an 'eye-safe' micro laser for high resolution three-dimensional laser-mapping. The recently developed and patented 'chip' laser will allow the realisation of a compact, enhanced range laser-radar with unmatched resolution.
Extreme temperature monitoring for minerals and metals processing. This project aims to extend the capabilities of the optical fibre temperature sensor technology developed by the research team, based on microstructured optical fibres and femtosecond laser ablation fibre Bragg gratings, to conduct a range of measurements inside industrial furnace environments that are impossible using existing technology. This device will also be validated within the furnaces located at the minerals and metals p ....Extreme temperature monitoring for minerals and metals processing. This project aims to extend the capabilities of the optical fibre temperature sensor technology developed by the research team, based on microstructured optical fibres and femtosecond laser ablation fibre Bragg gratings, to conduct a range of measurements inside industrial furnace environments that are impossible using existing technology. This device will also be validated within the furnaces located at the minerals and metals processing facility operated by Nyrstar in Port Pirie. This project is designed to enable smelter operators to improve production efficiency, reduce energy consumption, and minimise equipment failure.Read moreRead less