Machine learning for precise water leaks detection

JMJA Coelho - 2020 - search.proquest.com
A Internet das Coisas surgiu para revolucionar o mundo tecnológico eo nosso dia a dia.
Com base na capacidade de conexão de dispositivos. capazes de controlar e monitor-izar …

[PDF][PDF] Machine Learning for Leak Detection in Water Networks

X Guan, L Pulles - 20th SC@ RUG 2022-2023, 2023 - core.ac.uk
In many countries, water is distributed by so-called Water Distribution Networks (WDNs) via
pipes to homes and businesses, but not all water that enters these systems reaches its …

Water Leak Detection and Localization using Convolutional Autoencoders

DU Leonzio, P Bestagini, M Marcon… - ICASSP 2023-2023 …, 2023 - ieeexplore.ieee.org
Water is a valuable resource that has to be handled appropriately. However, a significant
volume of water is wasted annually due to leaks in Water Distribution Networks (WDNs) …

An efficient system for water leak detection and localization based on IoT and lightweight deep learning

M Boujelben, Z Benmessaoud, M Abid, M Elleuchi - Internet of Things, 2023 - Elsevier
Abstract Nowadays, Water Distribution Networks (WDNs) efficiency is limited due to leakage
issues, which result in large water losses that exceed about one third of the input volume …

A Novel Deep Learning Method for Water leakage Detection Using Acoustic Features

JS Sehgal, S Lagad, L Lagad - Journal of Basic and …, 2023 - public.paper4promo.com
Conservation of water is one of the major objectives for any country around the world. Water
management plays a very important role in a society, as it is one of the basic needs for the …

Detection and Localization of Leaks in Water Networks

S El-Zahab - 2018 - spectrum.library.concordia.ca
Today, 844 million humans around the world have no access to safe drinking water.
Furthermore, every 90 seconds, one child dies from water-related illnesses. Major cities lose …

Precise water leak detection using machine learning and real-time sensor data

J Alves Coelho, A Glória, P Sebastião - IoT, 2020 - mdpi.com
Water is a crucial natural resource, and it is widely mishandled, with an estimated one third
of world water utilities having loss of water of around 40% due to leakage. This paper …

Water leakage detection using neural networks

K Shah, S Sabu, V Chaphekar - Proceedings of the Future Technologies …, 2021 - Springer
Owing to the recent developments in smart water technologies, the demand to detect and
reduce water leakages in large water distribution networks is expected to soar in the …

[PDF][PDF] Deep Learning for Leakage Detection in Water Networks: A Comparative Study

C Van Riemsdijk, J Pasveer - 20th SC@ RUG 2022-2023 - core.ac.uk
Water leaks in Water Distribution Networks (WDNs) are of paramount importance since
water is a crucial resource for all life on earth. As we are growing as a population as a …

Robust Water Leak Detection and Localization with Graph Signal Processing

DU Leonzio, P Bestagini, M Marcon… - IECON 2023-49th …, 2023 - ieeexplore.ieee.org
Water is a resource that has to be managed properly. Nevertheless, a sizable amount of
water is lost each year because of leaks in Water Distribution Networks (WDNs). The need …