WATER 4.0 predicts water leakage in distribution networks using a conditional GAN for scenario generation, an LSTM for leakage prediction, and CPSO for hyperparameter tuning, enabling accurate and probabilistic estimates.
machine-learning deep-learning optimization lstm generative-adversarial-networks data-augmentation particle-swarm-optimization water-distribution-networks time-series-prediction continuous-particle-swarm-optimization hydraulic-systems
-
Updated
Sep 17, 2025 - Python