Membrane Fouling for Produced Water Treatment: A Review Study From a Process Control Perspective

The offshore oil and gas industry is experiencing increasing water cuts as the reservoirs mature. The increase in produced water stresses the currently deployed deoiling technologies, resulting in more oil in the discharged water. Deploying membrane filtration to reduce the hydrocarbon concentration...

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Main Authors: Kasper L. Jepsen, Mads Valentin Bram, Simon Pedersen, Zhenyu Yang
Format: Article
Language:English
Published: MDPI AG 2018-06-01
Series:Water
Subjects:
Online Access:http://www.mdpi.com/2073-4441/10/7/847
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spelling doaj-7061a7988d474640b106775a405bf5422020-11-24T23:18:02ZengMDPI AGWater2073-44412018-06-0110784710.3390/w10070847w10070847Membrane Fouling for Produced Water Treatment: A Review Study From a Process Control PerspectiveKasper L. Jepsen0Mads Valentin Bram1Simon Pedersen2Zhenyu Yang3Department of Energy Technology, Aalborg University, DK-6700 Esbjerg, DenmarkDepartment of Energy Technology, Aalborg University, DK-6700 Esbjerg, DenmarkDepartment of Energy Technology, Aalborg University, DK-6700 Esbjerg, DenmarkDepartment of Energy Technology, Aalborg University, DK-6700 Esbjerg, DenmarkThe offshore oil and gas industry is experiencing increasing water cuts as the reservoirs mature. The increase in produced water stresses the currently deployed deoiling technologies, resulting in more oil in the discharged water. Deploying membrane filtration to reduce the hydrocarbon concentration inherits additional complications related to fouling of the membranes: A process where the accumulation of material within and on the membrane surface adds additional flow resistance. This paper reviews and analyses the fouling detection, removal, prevention, dynamical and static modeling, with emphasis on how the membrane process can be manipulated from a process control perspective. The majority of the models rely on static descriptions or are limited to a narrow range of operating conditions which limits the usability of the models. This paper concludes that although the membrane filtration has been successfully applied and matured in many other industrial areas, challenges regarding cost-effective mitigation of fouling in the offshore deoiling applications, still exist. Fouling-based modeling combined with online parameter identification could potentially expand the operating range of the models and facilitate advanced control design to address transient performance and scheduling of fouling removal methods, resulting in cost-effective operation of membrane filtration systems. With the benefits of membrane filtration, it is predicted that membrane technology will be incorporated in produced water treatment, if the zero-discharge policies are enforced globally.http://www.mdpi.com/2073-4441/10/7/847crossflow membrane filtrationproduced water treatmentfoulingmodelingprocess controlseparationmultiphase
collection DOAJ
language English
format Article
sources DOAJ
author Kasper L. Jepsen
Mads Valentin Bram
Simon Pedersen
Zhenyu Yang
spellingShingle Kasper L. Jepsen
Mads Valentin Bram
Simon Pedersen
Zhenyu Yang
Membrane Fouling for Produced Water Treatment: A Review Study From a Process Control Perspective
Water
crossflow membrane filtration
produced water treatment
fouling
modeling
process control
separation
multiphase
author_facet Kasper L. Jepsen
Mads Valentin Bram
Simon Pedersen
Zhenyu Yang
author_sort Kasper L. Jepsen
title Membrane Fouling for Produced Water Treatment: A Review Study From a Process Control Perspective
title_short Membrane Fouling for Produced Water Treatment: A Review Study From a Process Control Perspective
title_full Membrane Fouling for Produced Water Treatment: A Review Study From a Process Control Perspective
title_fullStr Membrane Fouling for Produced Water Treatment: A Review Study From a Process Control Perspective
title_full_unstemmed Membrane Fouling for Produced Water Treatment: A Review Study From a Process Control Perspective
title_sort membrane fouling for produced water treatment: a review study from a process control perspective
publisher MDPI AG
series Water
issn 2073-4441
publishDate 2018-06-01
description The offshore oil and gas industry is experiencing increasing water cuts as the reservoirs mature. The increase in produced water stresses the currently deployed deoiling technologies, resulting in more oil in the discharged water. Deploying membrane filtration to reduce the hydrocarbon concentration inherits additional complications related to fouling of the membranes: A process where the accumulation of material within and on the membrane surface adds additional flow resistance. This paper reviews and analyses the fouling detection, removal, prevention, dynamical and static modeling, with emphasis on how the membrane process can be manipulated from a process control perspective. The majority of the models rely on static descriptions or are limited to a narrow range of operating conditions which limits the usability of the models. This paper concludes that although the membrane filtration has been successfully applied and matured in many other industrial areas, challenges regarding cost-effective mitigation of fouling in the offshore deoiling applications, still exist. Fouling-based modeling combined with online parameter identification could potentially expand the operating range of the models and facilitate advanced control design to address transient performance and scheduling of fouling removal methods, resulting in cost-effective operation of membrane filtration systems. With the benefits of membrane filtration, it is predicted that membrane technology will be incorporated in produced water treatment, if the zero-discharge policies are enforced globally.
topic crossflow membrane filtration
produced water treatment
fouling
modeling
process control
separation
multiphase
url http://www.mdpi.com/2073-4441/10/7/847
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AT madsvalentinbram membranefoulingforproducedwatertreatmentareviewstudyfromaprocesscontrolperspective
AT simonpedersen membranefoulingforproducedwatertreatmentareviewstudyfromaprocesscontrolperspective
AT zhenyuyang membranefoulingforproducedwatertreatmentareviewstudyfromaprocesscontrolperspective
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