Cargando…

A Visual Measurement of Water Content of Crude Oil Based on Image Grayscale Accumulated Value Difference

In the process of oil exploitation, the water level of an oil well can be predicted and the position of reservoir can be estimated by measuring the water content of crude oil, with reference for the automatic production of high efficiency in the oil field. In this paper, a visual measuring method fo...

Descripción completa

Detalles Bibliográficos
Autores principales: Liu, Qing, Chu, Bo, Peng, Jinye, Tang, Sheng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6651342/
https://www.ncbi.nlm.nih.gov/pubmed/31284392
http://dx.doi.org/10.3390/s19132963
_version_ 1783438324317290496
author Liu, Qing
Chu, Bo
Peng, Jinye
Tang, Sheng
author_facet Liu, Qing
Chu, Bo
Peng, Jinye
Tang, Sheng
author_sort Liu, Qing
collection PubMed
description In the process of oil exploitation, the water level of an oil well can be predicted and the position of reservoir can be estimated by measuring the water content of crude oil, with reference for the automatic production of high efficiency in the oil field. In this paper, a visual measuring method for water content of crude oil is proposed. The oil and water in crude oil samples were separated by centrifugation, distillation or electric dehydration, and a water–oil layered mixture was formed according to the unequal densities. Then the volume ratio of water and oil was analyzed by digital image processing, and the water content and oil content was able to be calculated. A new method for measuring water content of crude oil based on IGAVD (image grayscale accumulated value difference) is proposed, which overcomes the uncertainty caused by environmental illumination and improves the measurement accuracy. In order to verify the effectiveness of the algorithm, a miniaturization and low-cost system prototype was developed. The experimental results show that the average power consumption is about 165 mW and the measuring error is less than 1.0%. At the same time, the real-time and remote transmission about measurement results can be realized.
format Online
Article
Text
id pubmed-6651342
institution National Center for Biotechnology Information
language English
publishDate 2019
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-66513422019-08-08 A Visual Measurement of Water Content of Crude Oil Based on Image Grayscale Accumulated Value Difference Liu, Qing Chu, Bo Peng, Jinye Tang, Sheng Sensors (Basel) Article In the process of oil exploitation, the water level of an oil well can be predicted and the position of reservoir can be estimated by measuring the water content of crude oil, with reference for the automatic production of high efficiency in the oil field. In this paper, a visual measuring method for water content of crude oil is proposed. The oil and water in crude oil samples were separated by centrifugation, distillation or electric dehydration, and a water–oil layered mixture was formed according to the unequal densities. Then the volume ratio of water and oil was analyzed by digital image processing, and the water content and oil content was able to be calculated. A new method for measuring water content of crude oil based on IGAVD (image grayscale accumulated value difference) is proposed, which overcomes the uncertainty caused by environmental illumination and improves the measurement accuracy. In order to verify the effectiveness of the algorithm, a miniaturization and low-cost system prototype was developed. The experimental results show that the average power consumption is about 165 mW and the measuring error is less than 1.0%. At the same time, the real-time and remote transmission about measurement results can be realized. MDPI 2019-07-05 /pmc/articles/PMC6651342/ /pubmed/31284392 http://dx.doi.org/10.3390/s19132963 Text en © 2019 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Liu, Qing
Chu, Bo
Peng, Jinye
Tang, Sheng
A Visual Measurement of Water Content of Crude Oil Based on Image Grayscale Accumulated Value Difference
title A Visual Measurement of Water Content of Crude Oil Based on Image Grayscale Accumulated Value Difference
title_full A Visual Measurement of Water Content of Crude Oil Based on Image Grayscale Accumulated Value Difference
title_fullStr A Visual Measurement of Water Content of Crude Oil Based on Image Grayscale Accumulated Value Difference
title_full_unstemmed A Visual Measurement of Water Content of Crude Oil Based on Image Grayscale Accumulated Value Difference
title_short A Visual Measurement of Water Content of Crude Oil Based on Image Grayscale Accumulated Value Difference
title_sort visual measurement of water content of crude oil based on image grayscale accumulated value difference
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6651342/
https://www.ncbi.nlm.nih.gov/pubmed/31284392
http://dx.doi.org/10.3390/s19132963
work_keys_str_mv AT liuqing avisualmeasurementofwatercontentofcrudeoilbasedonimagegrayscaleaccumulatedvaluedifference
AT chubo avisualmeasurementofwatercontentofcrudeoilbasedonimagegrayscaleaccumulatedvaluedifference
AT pengjinye avisualmeasurementofwatercontentofcrudeoilbasedonimagegrayscaleaccumulatedvaluedifference
AT tangsheng avisualmeasurementofwatercontentofcrudeoilbasedonimagegrayscaleaccumulatedvaluedifference
AT liuqing visualmeasurementofwatercontentofcrudeoilbasedonimagegrayscaleaccumulatedvaluedifference
AT chubo visualmeasurementofwatercontentofcrudeoilbasedonimagegrayscaleaccumulatedvaluedifference
AT pengjinye visualmeasurementofwatercontentofcrudeoilbasedonimagegrayscaleaccumulatedvaluedifference
AT tangsheng visualmeasurementofwatercontentofcrudeoilbasedonimagegrayscaleaccumulatedvaluedifference