A Python package designed for the easy generation of hydraulic and water quality scenario data of water distribution networks.
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Dec 9, 2025 - Python
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water-distribution-networks
Here are 20 public repositories matching this topic...
An easy-to-use object-oriented Python package for water distribution system modelling based on EPANET.
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Nov 9, 2023 - Python
A platform for accessing and sharing Water Distribution Network benchmarks and data sets
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Dec 2, 2025 - Python
DiTEC research
machine-learning deep-neural-networks deep-learning machine-learning-algorithms deeplearning water-distribution-network epanet water-distribution water-distribution-networks gnns water-simulation graph-neural-networks estimation-algorithm gnn graph-neural-network wdn water-simulations pressure-estimation
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Apr 7, 2025 - Python
An R package for calling the Epanet software for simulation of piping networks.
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Dec 16, 2024 - C
1st AI for Drinking Water Chlorination Challenge @ IJCAI-2025
python competition benchmark control reinforcement-learning water-quality epanet water-distribution-networks epanet-python-toolkit
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Nov 19, 2025 - MATLAB
Feasibility study on using mixed-integer-linear programming for solving optimal pump scheduling problem in water distribution networks.
linear-programming water energy-consumption mixed-integer-programming water-distribution-networks optimization-problem
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Aug 1, 2024 - MATLAB
An EPANET compatible python package to simulate and analyze water distribution networks under disaster scenarios.
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Oct 1, 2025 - Python
Part of the Battle of Water Networks competition series | WDSA/CCWI 2026, May 18-21, Paphos, Cyprus. Design & operate water distribution systems under deep uncertainty, featuring staged interventions, AI & policymaking.
python competition open-source artificial-intelligence multi-objective-optimization smart-cities water-management fairness decision-making-under-uncertainty water-distribution-networks deep-uncertainty urban-water horizon-europe wdsa-ccwi battle-of-the-water-networks-series
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Dec 8, 2025 - Makefile
A Python package for implementing and evaluating control algorithms & strategies in smart water networks.
python control reinforcement-learning simulation water-quality water hydraulics epanet water-distribution-networks epanet-python-toolkit
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Nov 26, 2025 - Python
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
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Sep 17, 2025 - Python
This repository contains parameter generation, simulation, and encapsulation code for the DiTEC-WDN dataset. Feel free to use it on your "private" WDN!
machine-learning dataset datasets dataset-generation graph-dataset water-distribution-networks time-series-forecasting graph-datasets water-network-distribution water-distribution-systems
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Nov 27, 2025 - Python
Attention Temporal Graph Convolutional Networks architecture on water distribution systems using Tensorflow
deep-learning attention-mechanism water-distribution-networks tensorflow2 temporal-graph-networks batadal
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Feb 2, 2023 - Python
A Python package to create a knowledge graph for water distribution networks
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Nov 19, 2025 - Python
Source code used to support the Master's thesis "Descriptive and Predictive Modeling of Water Distribution Network Dynamics using Multivariate Time Series Data"
prediction water-distribution-networks correlation-analysis multivariate-time-series burst-leakage-detection spationtemporal-data-analysis
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Sep 8, 2021 - Python
A helper library for optimising water distribution networks. Evaluates constraints, costs, greenhouse gas emissions for pipe, pump and VSP options
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May 27, 2017 - C
This repository introduces a python package for hydraulic simulation of Intermittent Water Supply Networks using eight distinct methods and is associated with the publication [PLACEHOLDER]
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Nov 3, 2023 - Jupyter Notebook
Cambiar la orientación del trazado de tuberías en modelos de redes de agua con EPANET
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Mar 28, 2022 - Visual Basic .NET
This repository contains the benchmark and the implementation of the experiments from the paper "A Benchmark for Physics-informed Machine Learning of Chlorine States in Water Distribution Networks" by Luca Hermes, André Artelt, Stelios Vrachimis, Marios Polycarpou, and Barbara Hammer
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Jun 4, 2025 - Python
Pipe size of pressurized irrigation networks that usually have a branched layout had been optimized by assuming a predetermined layout. Few researches have considered simultaneous layout and pipe size optimization. In this study, a hybrid approach that is a combination of pipe size optimizer and layout optimizer is adapted for simultaneous layout a
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Jan 29, 2024
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