Cargando…
Development and Analysis of a Distributed Leak Detection and Localisation System for Crude Oil Pipelines
Crude oil leakages and spills (OLS) are some of the problems attributed to pipeline failures in the oil and gas industry’s midstream sector. Consequently, they are monitored via several leakage detection and localisation techniques (LDTs) comprising classical methods and, recently, Internet of Thing...
Autores principales: | , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10181705/ https://www.ncbi.nlm.nih.gov/pubmed/37177501 http://dx.doi.org/10.3390/s23094298 |
_version_ | 1785041638601523200 |
---|---|
author | Ahmed, Safuriyawu Le Mouël, Frédéric Stouls, Nicolas Lipeme Kouyi, Gislain |
author_facet | Ahmed, Safuriyawu Le Mouël, Frédéric Stouls, Nicolas Lipeme Kouyi, Gislain |
author_sort | Ahmed, Safuriyawu |
collection | PubMed |
description | Crude oil leakages and spills (OLS) are some of the problems attributed to pipeline failures in the oil and gas industry’s midstream sector. Consequently, they are monitored via several leakage detection and localisation techniques (LDTs) comprising classical methods and, recently, Internet of Things (IoT)-based systems via wireless sensor networks (WSNs). Although the latter techniques are proven to be more efficient, they are susceptible to other types of failures such as high false alarms or single point of failure (SPOF) due to their centralised implementations. Therefore, in this work, we present a hybrid distributed leakage detection and localisation technique (HyDiLLEch), which combines multiple classical LDTs. The technique is implemented in two versions, a single-hop and a double-hop version. The evaluation of the results is based on the resilience to SPOFs, the accuracy of detection and localisation, and communication efficiency. The results obtained from the placement strategy and the distributed spatial data correlation include increased sensitivity to leakage detection and localisation and the elimination of the SPOF related to the centralised LDTs by increasing the number of node-detecting and localising (NDL) leakages to four and six in the single-hop and double-hop versions, respectively. In addition, the accuracy of leakages is improved from 0 to 32 m in nodes that were physically close to the leakage points while keeping the communication overhead minimal. |
format | Online Article Text |
id | pubmed-10181705 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-101817052023-05-13 Development and Analysis of a Distributed Leak Detection and Localisation System for Crude Oil Pipelines Ahmed, Safuriyawu Le Mouël, Frédéric Stouls, Nicolas Lipeme Kouyi, Gislain Sensors (Basel) Article Crude oil leakages and spills (OLS) are some of the problems attributed to pipeline failures in the oil and gas industry’s midstream sector. Consequently, they are monitored via several leakage detection and localisation techniques (LDTs) comprising classical methods and, recently, Internet of Things (IoT)-based systems via wireless sensor networks (WSNs). Although the latter techniques are proven to be more efficient, they are susceptible to other types of failures such as high false alarms or single point of failure (SPOF) due to their centralised implementations. Therefore, in this work, we present a hybrid distributed leakage detection and localisation technique (HyDiLLEch), which combines multiple classical LDTs. The technique is implemented in two versions, a single-hop and a double-hop version. The evaluation of the results is based on the resilience to SPOFs, the accuracy of detection and localisation, and communication efficiency. The results obtained from the placement strategy and the distributed spatial data correlation include increased sensitivity to leakage detection and localisation and the elimination of the SPOF related to the centralised LDTs by increasing the number of node-detecting and localising (NDL) leakages to four and six in the single-hop and double-hop versions, respectively. In addition, the accuracy of leakages is improved from 0 to 32 m in nodes that were physically close to the leakage points while keeping the communication overhead minimal. MDPI 2023-04-26 /pmc/articles/PMC10181705/ /pubmed/37177501 http://dx.doi.org/10.3390/s23094298 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Ahmed, Safuriyawu Le Mouël, Frédéric Stouls, Nicolas Lipeme Kouyi, Gislain Development and Analysis of a Distributed Leak Detection and Localisation System for Crude Oil Pipelines |
title | Development and Analysis of a Distributed Leak Detection and Localisation System for Crude Oil Pipelines |
title_full | Development and Analysis of a Distributed Leak Detection and Localisation System for Crude Oil Pipelines |
title_fullStr | Development and Analysis of a Distributed Leak Detection and Localisation System for Crude Oil Pipelines |
title_full_unstemmed | Development and Analysis of a Distributed Leak Detection and Localisation System for Crude Oil Pipelines |
title_short | Development and Analysis of a Distributed Leak Detection and Localisation System for Crude Oil Pipelines |
title_sort | development and analysis of a distributed leak detection and localisation system for crude oil pipelines |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10181705/ https://www.ncbi.nlm.nih.gov/pubmed/37177501 http://dx.doi.org/10.3390/s23094298 |
work_keys_str_mv | AT ahmedsafuriyawu developmentandanalysisofadistributedleakdetectionandlocalisationsystemforcrudeoilpipelines AT lemouelfrederic developmentandanalysisofadistributedleakdetectionandlocalisationsystemforcrudeoilpipelines AT stoulsnicolas developmentandanalysisofadistributedleakdetectionandlocalisationsystemforcrudeoilpipelines AT lipemekouyigislain developmentandanalysisofadistributedleakdetectionandlocalisationsystemforcrudeoilpipelines |