A survey on distributed fibre optic sensor data modelling techniques and machine learning algorithms for multiphase fluid flow estimation

HA Arief, T Wiktorski, PJ Thomas - Sensors, 2021 - mdpi.com
Real-time monitoring of multiphase fluid flows with distributed fibre optic sensing has the
potential to play a major role in industrial flow measurement applications. One such …

[HTML][HTML] Recent advances in geoscience using Fiber Bragg Grating (FBG) and Distrusted Acoustic Sensing (DAS) and the road ahead

H ZHANG, QT LÜ, Y ZHANG, ZD LIU, QL LI… - Progress in …, 2023 - en.dzkx.org
Optical fiber communication is one of the greatest innovative achievements in the 20 th
century. Fiber Bragg Grating (FBG) and distributed fiber acoustic sensor have been …

Downhole monitoring using distributed acoustic sensing: fundamentals and two decades deployment in oil and gas industries

M Soroush, M Mohammadtabar, M Roostaei… - SPE EOR Conference …, 2022 - onepetro.org
Abstract Distributed Acoustic Sensing (DAS) through fiber optic has been deployed in
downhole monitoring for over two decades. Several technological advancements led to a …

A literature review: Distributed acoustic sensing (DAS) geophysical applications over the past 20 years

Y Li, M Karrenbach… - … Acoustic Sensing in …, 2021 - Wiley Online Library
We briefly review the history of distributed acoustic sensing (DAS) as applied to geophysical
problems over the past 20 years, including a bibliography of about 900+ DAS‐related …

Machine Learning for Automated Sand Transport Monitoring in a Pipeline Using Distributed Acoustic Sensor Data

H Gietz, J Sharma, M Tyagi - IEEE Sensors Journal, 2024 - ieeexplore.ieee.org
Uncontrolled sand production presents a substantial challenge to wellbore and pipeline
integrity and efficiency of hydrocarbon production operations, often leading to equipment …

Oil-Water Flowing Experiments and Water-Cut Range Classification Approach Using Distributed Acoustic Sensing

J Liu, Y Han, Q Jia, L Zhang, M Liu, Z Li - SPE Journal, 2024 - onepetro.org
The accurate measurement of dynamic water cut is of great interest for analyzing reservoir
performance and optimizing oilwell production. Downhole water-cut measurement is a very …

Fiber Optics Application for Downhole Monitoring and Wellbore Surveillance; SAGD Monitoring, Flow Regime Determination and Flow Loop Design

M Soroush, M Mohammadtabar, M Roostaei… - SPE Canada Heavy …, 2020 - onepetro.org
Abstract Effective Steam Assisted Gravity Drainage (SAGD) operation relies on subcool
management to reduce the risk of steam breakthrough. Monitoring of several parameters is …

Real-Time Applications of Sensor Analytics for Production and Injection Profiling

C Cerrahoglu, M Alyan, A Mendoza Chavez… - Abu Dhabi …, 2022 - onepetro.org
This paper introduces a new sensor analytics application for flow profiling that is based on
physics-informed machine learning (ML) techniques. The application was utilized in the …

[图书][B] Machine Learning Based Real-Time Quantification of Production from Individual Clusters in Shale Wells

AL Aboaba - 2022 - search.proquest.com
Production logs have proved invaluable for identifying production and completion anomalies
and problems in oil and gas wells. Conventional production logging especially in horizontal …