Intelligent pattern recognition of water end uses enabling recommendations. This project aims to develop a hybrid machine learning method for autonomously disaggregating high- and low-resolution water flow data received from smart meters into discrete end-use events, and a customised recommender system for efficient resource demand management. Project novelty and significance relates to this coupling and autonomous disaggregation of datasets from advanced sensors, enabling more efficient utility ....Intelligent pattern recognition of water end uses enabling recommendations. This project aims to develop a hybrid machine learning method for autonomously disaggregating high- and low-resolution water flow data received from smart meters into discrete end-use events, and a customised recommender system for efficient resource demand management. Project novelty and significance relates to this coupling and autonomous disaggregation of datasets from advanced sensors, enabling more efficient utility services delivery and lower customer utility bills. Project benefits include enabling utilities to better manage and plan resources in the information age, while empowering customers with real-time water end-use data and behaviour changing consumption recommendations.Read moreRead less
Impacts of Banned Drinkers Register Re-introduction in Northern Territory. This project aims to investigate the impact of the re-introduction of the Banned Drinker Register in the Northern Territory, where rates of alcohol-related harm are more than twenty times that seen in other Australian states.
This interdisciplinary team will use qualitative and quantitative methods across urban and remote locations to answer complex questions about policy impact.
This Project expects to provide evidence ....Impacts of Banned Drinkers Register Re-introduction in Northern Territory. This project aims to investigate the impact of the re-introduction of the Banned Drinker Register in the Northern Territory, where rates of alcohol-related harm are more than twenty times that seen in other Australian states.
This interdisciplinary team will use qualitative and quantitative methods across urban and remote locations to answer complex questions about policy impact.
This Project expects to provide evidence to inform future policy introduction and refinement. It aims to enhance Aboriginal research capacity for investigating alcohol policy.
Benefits should include world’s best evidence on the impact of supply restriction policies on treatment needs and the massive levels of harm seen in the Northern Territory.Read moreRead less