Discovery Projects - Grant ID: DP230100153

Funding Activity

Website
http://dataportal.arc.gov.au/NCGP/Web/Grant/Grant/DP230100153

Funding Status
Active

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Funded Activity Summary

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.

Funded Activity Details

Start Date: 01-01-2023

End Date: 31-12-2025

Funding Scheme: Discovery Projects

Funding Amount: $418,740.00

Funder: Australian Research Council

Research Topics

ANZSRC Field of Research (FoR)

Artificial life and complex adaptive systems | Civil engineering | Water resources engineering

ANZSRC Socio-Economic Objective (SEO)

Other Keywords

Artificial life and complex adaptive systems | Civil engineering | Expanding Knowledge In the Information and Computing Sciences | Water Services and Utilities | Water resources engineering

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