WaterNET can perform automated and/or manually-assisted skeletonization of a water distribution network, allowing the user to quickly develop a skeletal model for specific modeling conditions. Network junction demands are automatically accumulated during the skeletonization process ensuring the skeletal model continues to perform and respond closely to that of the original network model.