This is a project which is currently making use of HPC facilities at Newcastle University. It is active.
For further information about this project, please contact:
This project develops a generalisable framework for water disaggregation, separating household smart meter water data into appliance-level usage. It will integrate generative models, Explainable AI and privacy-preserving techniques to support behaviour analysis and data-driven water management.
Python, PyTorch, scikit-learn and Matplotlib will be used for data processing, machine learning, deep learning, visualisation and model evaluation. GPU computing will support our experiments.