Toward Sustainable Water Infrastructure: The State‐Of‐The‐Art for Modeling the Failure Probability of Water Pipes
R Taiwo, MEA Ben Seghier… - Water Resources …, 2023 - Wiley Online Library
Failures of water distribution networks (WDNs) are rising at an exponential rate,
necessitating immediate attention. An effective way to reduce the failure rate is to develop …
necessitating immediate attention. An effective way to reduce the failure rate is to develop …
Evaluation of deep learning approaches for oil & gas pipeline leak detection using wireless sensor networks
C Spandonidis, P Theodoropoulos… - … Applications of Artificial …, 2022 - Elsevier
Pipelines are one of the most common systems for storing and transporting petroleum
products, both liquid and gaseous. Despite the durable structures, leakages can occur for …
products, both liquid and gaseous. Despite the durable structures, leakages can occur for …
[HTML][HTML] Leakage detection in water distribution networks via 1D CNN deep autoencoder for multivariate SCADA data
HM Tornyeviadzi, R Seidu - Engineering Applications of Artificial …, 2023 - Elsevier
Leakages are undesirable events in water distribution networks (WDNs) with mostly
unknown incident time making it extremely difficult to accurately label leaks in distribution …
unknown incident time making it extremely difficult to accurately label leaks in distribution …
Data-driven approaches and model-based methods for detecting and locating leaks in water distribution systems: a literature review
W Nimri, Y Wang, Z Zhang, C Deng… - Neural Computing and …, 2023 - Springer
Water distribution systems are made up of interconnected components that should allow
water systems to meet demand, but leaks can waste enough water to limit supply. To limit …
water systems to meet demand, but leaks can waste enough water to limit supply. To limit …
Natural gas pipeline leak diagnosis based on improved variational modal decomposition and locally linear embedding feature extraction method
J Lu, Y Fu, J Yue, L Zhu, D Wang, Z Hu - Process Safety and Environmental …, 2022 - Elsevier
Natural gas pipeline leaks can cause serious hazards to natural gas transportation and pose
considerable risks to the environment and the safety of residents. Therefore, feature …
considerable risks to the environment and the safety of residents. Therefore, feature …
Deeppipe: Theory-guided neural network method for predicting burst pressure of corroded pipelines
Crude oil and natural gas are the primary energy sources, mainly transported by pipelines.
Pipeline safety has to be seriously considered to ensure the continuous and stable …
Pipeline safety has to be seriously considered to ensure the continuous and stable …
Leakage detection in natural gas pipeline based on unsupervised learning and stress perception
X Miao, H Zhao, Z Xiang - Process Safety and Environmental Protection, 2023 - Elsevier
Natural gas pipeline leakage can cause serious financial losses to natural gas
transportation and pose accidents to the environmental safety. Currently-used supervised …
transportation and pose accidents to the environmental safety. Currently-used supervised …
Machine learning modeling for spectral transient-based leak detection
Abstract This paper describes Machine Learning (ML)-based framework to detect leaks in
pipes using transient waves. The so-called Transient-Based Leak Detection (TBLD) …
pipes using transient waves. The so-called Transient-Based Leak Detection (TBLD) …
A combined semi-supervised deep learning method for oil leak detection in pipelines using IIoT at the edge
C Spandonidis, P Theodoropoulos, F Giannopoulos - Sensors, 2022 - mdpi.com
Pipelines are integral components for storing and transporting liquid and gaseous petroleum
products. Despite being durable structures, ruptures can still occur, resulting not only in …
products. Despite being durable structures, ruptures can still occur, resulting not only in …
Underwater gas leak detection using an autonomous underwater vehicle (robotic fish)
Gas leaks from subsea oil and gas facilities could cause significant ocean environment
damage. Such leaks can cause fire and explosion, for example, a fire on the ocean surface …
damage. Such leaks can cause fire and explosion, for example, a fire on the ocean surface …