Novel approach for burst detection in water distribution systems based on graph neural networks
Bibliographic Data
| ID | 21229490 |
|---|---|
| Authors | Ariele Zanfei (0000-0002-3759-6421, Free University of Bozen-Bolzano, corresponding author), Andrea Menapace (0000-0003-0778-9721, Free University of Bozen-Bolzano), Bruno M Brentan (0000-0003-0616-2281, Universidade Federal de Minas Gerais), Maurizio Righetti (0000-0002-4969-2234, Free University of Bozen-Bolzano), Manuel Herrera (0000-0001-9662-0017, University of Cambridge) |
| Year | 2022 |
| Volume | 86 |
| Pages | 104090 |
| Publication date | 2022-11-01 |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | Sustainable Cities and Society (JOURNAL) |
| Journal identifiers | ISSN: 2210-6707 • E-ISSN: 2210-6715 |
| Publisher | Elsevier BV (PUBLISHER) |
| DOI | 10.1016/j.scs.2022.104090 |
| OpenAlex | W4288738995 |
| Language | EN |
| Citations received | 6 |
| References cited | 42 |
Anomaly detection · Convolutional neural network · Data mining · Graph · Computer Science · Electricity Theft Detection Techniques · Water Quality Monitoring Technologies · Water Systems and Optimization · Artificial Intelligence · Theoretical Computer Science
High Fidelity Digital Twin-Based Anomaly Detection and Localization for Smart Water Grid Operation Management
A surrogate machine learning modeling approach for enhancing the efficiency of urban flood modeling at metropolitan scales
Predicting the urban stormwater drainage system state using the Graph-WaveNet
Flow forecasting for leakage burst prediction in water distribution systems using long short-term memory neural networks and Kalman filtering
Distance adaptive graph convolutional gated network-based smart air quality monitoring and health risk prediction in sensor-devoid urban areas
An unsupervised method to exploit low-resolution water meter data for detecting end-users with abnormal consumption
Deep learning in neural networks
A Comprehensive Survey on Graph Neural Networks
Long Short-Term Memory
Optimal assets management of a water distribution network for leakage minimization based on an innovative index
Improve leakage management to reach sustainable water supply networks through by green energy systems. Optimized case study
Improvement of the energy efficiency in water systems through water losses reduction using the district metered area (DMA) approach
An urban planning sustainability framework
Enhancing water system models by integrating big data
| Citations per year | 2 |
|---|---|
| Citation span | 2023 - 2025 (3) |
| Highly cited | No |