Martin Rapp

Uncertainty-aware water-demand forecasting and leakage early warning with temporal fusion transformers and Bayesian model fusion

Water distribution systems face persistent challenges from leakage, with approximately 20% of distributed water lost in the UK. This study presents a unified framework for 24h water-demand forecasting and early-leakage warning, integrating classification, regression and uncertainty quantification within a temporal...