A review on current technologies and future direction of water leakage detection in water distribution network

MR Islam, S Azam, B Shanmugam, D Mathur - IEEE Access, 2022 - ieeexplore.ieee.org
Water leakage in the supply system is a silent problem that costs billions of dollars yearly. As
these supply pipes are mostly underground, this leakage remains undetected for a long …

Smart water networks: A systematic review of applications using high-frequency pressure and acoustic sensors in real water distribution systems

BZ Rousso, M Lambert, J Gong - Journal of Cleaner Production, 2023 - Elsevier
In face of increasing stress over water resources, water authorities worldwide are looking for
ways to better manage water distribution systems through technology and innovation …

Advanced acoustic leak detection in water distribution networks using integrated generative model

R Liu, T Zayed, R **ao - Water Research, 2024 - Elsevier
Water distribution networks (WDNs) experience significant water loss due to leaks,
necessitating advanced water leak detection methods. However, machine learning-based …

Advancing deep learning-based acoustic leak detection methods towards application for water distribution systems from a data-centric perspective

Y Wu, X Ma, G Guo, T Jia, Y Huang, S Liu, J Fan, X Wu - Water Research, 2024 - Elsevier
Against the backdrop of severe leakage issue in water distribution systems (WDSs),
numerous researchers have focused on the development of deep learning-based acoustic …

Structural fault diagnosis of UAV based on convolutional neural network and data processing technology

Y Ma, F Mustapha, MR Ishak… - Nondestructive …, 2024 - Taylor & Francis
This study presents a novel method for damage detection and identification in unmanned
aerial vehicles (UAVs) using vibration data gathering and processing technologies based on …

[HTML][HTML] Addressing data limitations in leakage detection of water distribution systems: Data creation, data requirement reduction, and knowledge transfer

Y Wu, S Liu, Z Kapelan - Water Research, 2024 - Elsevier
Leakage in water distribution systems is a significant problem worldwide, leading to wastage
of water resources, compromised water quality and excess energy consumption. Leakage …

[HTML][HTML] Machine learning model for leak detection using water pipeline vibration sensor

S Lee, B Kim - Sensors, 2023 - mdpi.com
Water leakage from aging water and wastewater pipes is a persistent problem, necessitating
the improvement of existing leak detection and response methods. In this study, we …

An intelligent IoT and ML-based water leakage detection system

MR Islam, S Azam, B Shanmugam, D Mathur - IEEE Access, 2023 - ieeexplore.ieee.org
Water is a precious resource, and much of it is wasted due to the leakage of pipelines.
Timely identification of leakage could curb the wastage. Traditional leakage detection …

[HTML][HTML] Water Leak Detection: A Comprehensive Review of Methods, Challenges, and Future Directions

E Farah, I Shahrour - Water, 2024 - mdpi.com
This paper provides a comprehensive review of the methods and techniques developed for
detecting leaks in water distribution systems, with a focus on highlighting their strengths …

[HTML][HTML] Transitioning practices of water utilities from reactive to proactive: Leveraging Australian best practices in digital technologies and data analytics

BZ Rousso, NC Do, L Gao, I Monks, W Wu… - Journal of …, 2024 - Elsevier
Developments in technology and data analytics bring opportunities for water utilities to
proactively adapt their practices to better manage pressing challenges, such as water …