Data augmentation using conditional generative adversarial network (cGAN): Application for prediction of corrosion pit depth and testing using neural network
March 2023
Machine learning (ML) based algorithms, due to their ability to model nonlinear and complex relationship, have been used in predicting corrosion pit depth in oil and gas pipelines. Class imbalance and...
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Prediction model of critical liquid‐carrying gas velocity for high gas‐to‐liquid ratio gathering pipelines
March 2023
As the pressure and temperature of natural gas pipelines decreases during operation, water and condensate accumulates form in the low areas of the pipelines, affecting the operational efficiency of...
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A new calculation method and model of hydrate slurry flow of the multiphase pipeline in deep water gas field
March 2023
The transportation environment of multiphase pipelines in deepwater gas fields is likely to cause the problem of hydrate flow safety. Aiming at the gas-liquid-solid three-phase flow problem containing...
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Framework for Generating Pipeline Leak Datasets using PIPESIM
Available online 26 January 2023
Access to pipeline leak datasets is one of the most critical challenges limiting the development of robust pipeline leak detection algorithms using Machine learning. While machine learning presents...
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Single well virtual metering research and application based on hybrid modeling of machine learning and mechanism model
Available online 24 January 2023
As a supplement or alternative metering method for physical metering devices, virtual flow metering (VFM) is more and more widely used in the upstream metering scenario of oil and gas fields. To enhance...
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A techno-economic study of the strategy for hydrogen transport by pipelines in Canada
Available online 20 January 2023
•Analyzed the various hydrogen transportation methods•Suggested the optimal option for hydrogen transport in Canada•Discussed the technical challenges when repurposing existing pipeline for hydrogen...
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Thermophysical Properties of the Corrugated Cryogenic Hose Precooling Process
Available online 16 January 2023
This paper presents research on the thermophysical properties of an LNG-conveying corrugated cryogenic hose during the precooling process. A numerical model consisting of the k−ϵ turbulent model with...
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Investigation on utilizing pulse CP in a city gas station: a comparison with conventional CP
Available online 14 January 2023
In this study, a pulse cathodic protection (CP) rectifier was designed and made. The performance of the pulse rectifier was monitored and compared with a conventional system. In this regard, different...
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Iceberg-seabed interaction evaluation in clay seabed using tree-based machine learning algorithms
December 2022
In Arctic offshore regions, the oil and gas hydrocarbons are transferred to the onshore basins through the subsea pipelines. However, the operational integrity of the subsea pipeline may be at risk...
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Review and analysis of pipeline leak detection methods
December 2022
A pipeline burst or rupture causing a leak may significantly impact the environment and the reputation of the company operating the pipeline. In recent years, oil and gas pipelines are expected to be...
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Experimental and numerical study on the flow characteristics of slug flow in a horizontal elbow
December 2022
•Phase distribution of gas-liquid two-phase slug flow at the elbow was clarified.•Effects of elbow on flow characteristics at slug flow were analyzed.•A CFD simulation method for slug flow at the elbow...
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Drag reduction in single-phase crude oil flow: A mini-review
December 2022
It is well recognized that a major issue for fluid flows in many industrial pipe systems, including the transportation of crude oil, is the high energy consumption in the pipeline system brought on...
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Investigation on leakage detection and localization in gas-liquid stratified flow pipelines based on acoustic method
December 2022
Leakage detection technology is of vital importance to the safe operation and flow insurance of multiphase flow pipelines. This paper for the first time applies acoustic based leakage detection method...
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Artificial neural network models of burst strength for thin-wall pipelines
December 2022
Burst strength is critical to pipeline design, operation, and integrity management. The Barlow formula with the ultimate tensile stress (UTS) was often used to estimate burst strength of line pipes....
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Effects of La3+ on the hydrogen permeation and evolution kinetics in X70 pipeline steel
Available online 29 December 2022
The inhibitory effect of La3+ on the hydrogen permeation of X70 pipeline steel was investigated via steady-state hydrogen permeation current (i∞) through electrochemical hydrogen permeation tests. The...
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Surface Pipeline Leak Detection Using Realtime Sensor Data Analysis
Available online 29 December 2022
The most common type of leak detection system (LDS) is designed to detect leaks that generate a sufficient pressure variation which can be detected at either the inlet or the outlet sensors. However,...
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A study of CO2 two-phase flow in a near horizontal pipe
Available online 23 December 2022
In this article, the observations from two different experimental studies on CO2 two-phase flow regimes in a near horizontal pipe are analysed, these experiments show significant bubble entrainment...
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Physics-informed student's t mixture regression model applied to predict mixed oil length
Available online 7 December 2022
Real time estimation of length of mixed oil in multi-product pipeline is a critical task during the batch transportation. In previous studies, various predictive models have been built while they merely...
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Plastic collapse analysis in multiaxially loaded defective pipe specimens at different temperatures
Available online 30 October 2022
A comprehensive numerical investigation is carried out using a newly developed constitutive model to describe failure at low temperatures in multiaxially loaded cracked pipes made of 316L stainless...
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Assessing damaged pipelines transporting hydrogen
September 2022
There is worldwide interest in transporting hydrogen using both new pipelines and pipelines converted from natural gas service. Laboratory tests investigating the effect of hydrogen on the mechanical...
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High energy X-ray diffraction and small-angle scattering measurements of hydrogen fatigue damage in AISI 4130 steel
September 2022
Accurate lifetime predictions are critical for repurposing existing pipelines for hydrogen transmission as well as for developing novel steels which are minimally susceptible to lifetime degradation...
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Application of line pipe and hot induction bends in hydrogen gas
September 2022
For the upcoming hydrogen economy, transport pipelines for hydrogen gas and gas mixtures of hydrogen and natural gas are one of the important components. For the application of steel in hydrogen gas...
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Significance of separations occurring in mechanical testing of thermomechanical rolled pipeline steels
September 2022
In this study, the origin of separations is investigated in modern high strength pipeline steels. In-depth microstructure characterization and property correlation is used to demonstrate that preferred...
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Prediction of properties on large diameter welded pipe: case study on 32″ × 16 mm X65 HSAW pipe
September 2022
Large diameter welded pipes are amongst the most cost-effective transportation means for oil and gas. The production of those pipes involves different cold forming steps, as a result of which the mechanical...
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Modeling the effect of backfill on dynamic fracture propagation in steel pipelines
September 2022
In this paper, dynamic ductile fracture propagation simulations were conducted to study the use of smoothed particle hydrodynamics (SPH) for modeling the effects of backfill in pipeline burst simulations. ...
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