[HTML][HTML] Addressing data limitations in leakage detection of water distribution systems: Data creation, data requirement reduction, and knowledge transfer
Leakage in water distribution systems is a significant problem worldwide, leading to wastage
of water resources, compromised water quality and excess energy consumption. Leakage …
of water resources, compromised water quality and excess energy consumption. Leakage …
Advancing deep learning-based acoustic leak detection methods towards application for water distribution systems from a data-centric perspective
Against the backdrop of severe leakage issue in water distribution systems (WDSs),
numerous researchers have focused on the development of deep learning-based acoustic …
numerous researchers have focused on the development of deep learning-based acoustic …
[HTML][HTML] Water Leak Detection: A Comprehensive Review of Methods, Challenges, and Future Directions
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 …
detecting leaks in water distribution systems, with a focus on highlighting their strengths …
Feature selection of acoustic signals for leak detection in water pipelines
Z Xu, H Liu, G Fu, Y Zeng, Y Li - Tunnelling and Underground Space …, 2024 - Elsevier
Water pipelines often have small cracks and leaks over time due to various degradation
process. Acoustic emission technique is an outstanding method in leak detection for low cost …
process. Acoustic emission technique is an outstanding method in leak detection for low cost …
Hydrogen leakage location prediction at hydrogen refueling stations based on deep learning
Y Bi, Q Wu, S Wang, J Shi, H Cong, L Ye, W Gao, M Bi - Energy, 2023 - Elsevier
Accurate and efficient localization of hydrogen leakage is crucial for ensuring the safe and
stable operation of hydrogen refueling stations. In this paper, a hybrid model (CEEMDAN …
stable operation of hydrogen refueling stations. In this paper, a hybrid model (CEEMDAN …
Water Flow Modeling and Forecast in a Water Branch of Mexico City through ARIMA and Transfer Function Models for Anomaly Detection
Early identification of anomalies (such as leakages or sensor failures) in urban water
distribution systems is critical to mitigating water scarcity in cities and is a challenge in water …
distribution systems is critical to mitigating water scarcity in cities and is a challenge in water …
Acoustic localization approach for urban water distribution networks using machine learning method
Leakage in water pipelines causes the loss of valuable amounts of water and can result in
considerable environmental damage. This study presents a real-time leak localization …
considerable environmental damage. This study presents a real-time leak localization …
A two-stage model for data-driven leakage detection and localization in water distribution networks
V Tyagi, P Pandey, S Jain, P Ramachandran - Water, 2023 - mdpi.com
Water utilities face the challenge of reducing water losses by promptly detecting, localizing,
and repairing leaks during their operational stage. To address this challenge, utilities are …
and repairing leaks during their operational stage. To address this challenge, utilities are …
Interpretable deep learning for acoustic leak detection in water distribution systems
Leak detection is crucial for ensuring the safety of water systems and conserving water
resources. However, current research on machine learning methods for leak detection …
resources. However, current research on machine learning methods for leak detection …
Unlocking the Potential of Artificial Intelligence for Sustainable Water Management Focusing Operational Applications.
Assessing diverse parameters like water quality, quantity, and occurrence of hydrological
extremes and their management is crucial to perform efficient water resource management …
extremes and their management is crucial to perform efficient water resource management …