A review of leakage detection strategies for pressurised pipeline in steady-state

D Zaman, MK Tiwari, AK Gupta, D Sen - Engineering Failure Analysis, 2020 - Elsevier
Pipeline and pipe networks are the most environmentally sustainable and energy-efficient
means for transportation and distribution of fluids of high social and commercial value like …

Applications of machine learning in pipeline integrity management: A state-of-the-art review

A Rachman, T Zhang, RMC Ratnayake - International journal of pressure …, 2021 - Elsevier
Despite being considered the safest means to transport oil and gas, pipelines are
susceptible to degradation. Pipeline integrity management (PIM) is implemented to lower the …

Leakage diagnosis and localization of the gas extraction pipeline based on SA-PSO BP neural network

J Zhou, H Lin, S Li, H **, B Zhao, S Liu - Reliability Engineering & System …, 2023 - Elsevier
Leakage is a potential accident affecting gas pipeline reliability. To diagnose leakage of the
main gas extraction pipeline in coal mines, a pipeline leakage diagnosis method based on …

A semi-supervised leakage detection method driven by multivariate time series for natural gas gathering pipeline

Z Zuo, L Ma, S Liang, J Liang, H Zhang, T Liu - Process safety and …, 2022 - Elsevier
Real-time and accurate leakage detection of natural gas gathering pipelines is critical to the
safe and reliable operation of the gas and oil industry. Modern data-driven fault detection …

Review of energy harvesting techniques in wireless sensor-based pipeline monitoring networks

MF Mysorewala, L Cheded, AR Aliyu - Renewable and Sustainable …, 2022 - Elsevier
With the ever-increasing use of Wireless Sensor Networks (WSNs) in scientific and industrial
applications, the users' desire to ensure their uninterrupted operation over long periods of …

Leak diagnosis in pipelines using a combined artificial neural network approach

EJ Pérez-Pérez, FR López-Estrada… - Control Engineering …, 2021 - Elsevier
Leakages in pipelines affect the reliability of fluid transport systems causing environmental
damages, economic losses, and pressure reduction at the delivery points. Therefore, this …

Detection of faults in subsea pipelines by flow monitoring with regression supervised machine learning

D Eastvedt, G Naterer, X Duan - Process Safety and Environmental …, 2022 - Elsevier
This study investigates the relationship between pressure change, velocity change, and
temperature of crude oil through a pipeline and presents a method of using a regression …

Leak detection and location based on ISLMD and CNN in a pipeline

M Zhou, Z Pan, Y Liu, Q Zhang, Y Cai, H Pan - IEEE Access, 2019 - ieeexplore.ieee.org
The key to leak detection and location in water supply pipelines is signal denoising and
feature extraction. First, in this paper, an improved spline-local mean decomposition …

A novel pipeline leak detection approach independent of prior failure information

A Rai, JM Kim - Measurement, 2021 - Elsevier
Condition monitoring of pipelines is of importance to detect fluids leakage and associated
financial losses and accidents. Artificial intelligence (AI) techniques have been widely used …

Statistical shape analysis pre-processing of temperature modulated metal oxide gas sensor response for machine learning improved selectivity of gases detection in …

VV Krivetskiy, MD Andreev, AO Efitorov… - Sensors and Actuators B …, 2021 - Elsevier
Abstract Development of new signal processing approaches is essential for improvement of
the reliability of metal oxide gas sensor performance in real atmospheric conditions …