Automatic multiscale approach for water networks partitioning into dynamic district metered areas

05/08/2019
by   Carlo Giudicianni, et al.
0

This paper presents a novel methodology to automatically split a water distribution system (WDS) into self-adapting district metered areas (DMAs) of different size. Complex networks theory is used to propose a novel multiscale network layout made by landmark and key nodes for the water supply plus the hyper-links representing the connection between them. The proposed multiscale layout partitioning was tested on a real medium-size water distribution network. This is shown to naturally support further DMA aggregation / disaggregation operations with the direct benefit of providing a better dynamic system control and superior efficient water management than static DMA configurations, particularly in the case of abnormal functioning conditions. The proposed tool gives the possibility to automatically define a dynamic partitioning of WDSs according to spatial and temporal water demand variability, ensuring an efficient, sustainable and low-cost management of the system whilst simultaneously preserving the hydraulic performance of the WDS.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
03/30/2023

An evaluation of time series forecasting models on water consumption data: A case study of Greece

In recent years, the increased urbanization and industrialization has le...
research
07/17/2019

AquaSight: Automatic Water Impurity Detection Utilizing Convolutional Neural Networks

According to the United Nations World Water Assessment Programme, every ...
research
12/25/2020

Technical Report: Flushing Strategies in Drinking Water Systems

Drinking water supply and distribution systems are critical infrastructu...
research
12/27/2021

Dynamic Time Warping Clustering to Discover Socio-Economic Characteristics in Smart Water Meter Data

Socio-economic characteristics are influencing the temporal and spatial ...
research
05/14/2014

An Agent-based Modeling Framework for Sociotechnical Simulation of Water Distribution Contamination Events

In the event that a bacteriological or chemical toxin is intro- duced to...
research
08/22/2021

Digitalising the Water Sector: Implications for Water Service Management and Governance

Digital technologies are becoming central to water governance and manage...
research
11/04/2021

Skeleton-Split Framework using Spatial Temporal Graph Convolutional Networks for Action Recogntion

There has been a dramatic increase in the volume of videos and their rel...

Please sign up or login with your details

Forgot password? Click here to reset