4.6 Review

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

期刊

WATER
卷 10, 期 7, 页码 -

出版社

MDPI
DOI: 10.3390/w10070847

关键词

crossflow membrane filtration; produced water treatment; fouling; modeling; process control; separation; multiphase

资金

  1. Danish Hydrocarbon Research and Technology Centre (DHRTC)
  2. AAU joint project-Smart Water Management Systems (AAU) [870051]

向作者/读者索取更多资源

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.

作者

我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。

评论

主要评分

4.6
评分不足

次要评分

新颖性
-
重要性
-
科学严谨性
-
评价这篇论文

推荐

Article Engineering, Chemical

Suppression of liquid slugs and phase separation through pipeline bends

Loveday C. Igbokwe, Greg F. Naterer, Sohrab Zendehboudi, Simon Pedersen, Stefan Jespersen

Summary: This study evaluates two slug control approaches in the transport and separation of multiphase flows in pipelines, showing that active topside choking can effectively suppress slugs and stabilize system flowrates and pressures, while gas-lift method reduces system instability and increases production.

CANADIAN JOURNAL OF CHEMICAL ENGINEERING (2022)

Article Energy & Fuels

Performance Comparison of Control Strategies for Plant-Wide Produced Water Treatment

Leif Hansen, Mads Valentin Bram, Simon Pedersen, Zhenyu Yang

Summary: Offshore produced water treatment is the process of cleaning waste water in the offshore oil and gas industry. This study evaluates the separation performance of different control solutions and suggests using operational policy-based control.

ENERGIES (2022)

Article Automation & Control Systems

Approximate Output Regulation of Discrete-Time Stochastic Multiagent Systems Subject to Heterogeneous and Unknown Dynamics

Shaobao Li, Feng Wang, Meng Joo Er, Zhenyu Yang

Summary: This article proposes a distributed control scheme for the approximate output regulation of discrete-time stochastic MASs subject to heterogeneous and unknown dynamics. A distributed observer is designed for the exosystem-state estimation of agents, and nonlinear regulator equations are constructed for the feedforward control design to achieve distributed exosystem compensation. The proposed control law utilizes a high-order neural network and adaptive control law to approximately solve the nonlinear regulator equations with unknown nonlinearity, achieving the approximate output regulation of discrete-time stochastic MASs.

IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS (2022)

Article Automation & Control Systems

Trajectory Tracking of Underactuated VTOL Aerial Vehicles With Unknown System Parameters Via IRL

Shaobao Li, Petar Durdevic, Zhenyu Yang

Summary: This article investigates the optimal control policy learning for underactuated vertical take-off and landing (VTOL) aerial vehicles with unknown mass and inertia matrix, proposing a novel off-policy integral reinforcement learning (IRL) scheme for parameter identification and trajectory tracking.

IEEE TRANSACTIONS ON AUTOMATIC CONTROL (2022)

Article Engineering, Marine

A Quantitative Parametric Study on Output Time Delays for Autonomous Underwater Cleaning Operations

Fredrik Fogh Sorensen, Malte von Benzon, Jesper Liniger, Simon Pedersen

Summary: This study investigates the impact of sensor delays on control performance and proposes an input-output controllability analysis method for open-loop systems. The findings suggest that near-structure operations have a lower threshold for time delays, while off-structure navigation allows for larger time delays.

JOURNAL OF MARINE SCIENCE AND ENGINEERING (2022)

Article Thermodynamics

Power-heat conversion coordinated control of combined-cycle gas turbine with thermal energy storage in district heating network

Nianci Lu, Lei Pan, Ahmad Arabkoohsar, Zhenxiang Liu, Jiaxing Wang, Simon Pedersen

Summary: This article proposes connecting district heating networks to combined cycle gas turbine (CCGT) plants as a thermal energy storage capacity, improving the flexibility of CCGTs. It focuses on developing an appropriate control strategy to effectively control the power-heat conversion and meet the heat and power demands of the connected network. By using load signal decomposition and synergistic load response, the proposed control strategy can reduce the gap between grid demand and CCGT power and ensure grid stability.

APPLIED THERMAL ENGINEERING (2023)

Article Engineering, Marine

An Open-Source Benchmark Simulator: Control of a BlueROV2 Underwater Robot

Malte von Benzon, Fredrik Fogh Sorensen, Esben Uth, Jerome Jouffroy, Jesper Liniger, Simon Pedersen

Summary: This paper presents a simulation model environment for the popular and low-cost remotely operated vehicle (ROV) BlueROV2, which has been experimentally validated for benchmark control algorithms for underwater vehicles. The model includes kinematic, hydrodynamic and dynamic models, as well as gravitational and buoyant forces. It provides a benchmark for future control schemes for position control and trajectory tracking under environmental disturbances.

JOURNAL OF MARINE SCIENCE AND ENGINEERING (2022)

Article Chemistry, Analytical

Commercial Optical and Acoustic Sensor Performances under Varying Turbidity, Illumination, and Target Distances

Fredrik Fogh Sorensen, Christian Mai, Ole Marius Olsen, Jesper Liniger, Simon Pedersen

Summary: Acoustic and optical sensing are the two primary methods used for underwater environments. Acoustic sensing is preferred due to its high transmissivity and immunity to environmental factors, while optical sensing is valuable for operational and inspection tasks. This study compares the performance of two commercial sensors and an augmented optical method in controlled underwater environments, showing that optical stereo depth estimation and laser triangulation perform well up to one meter, while acoustic measurements are unaffected up to two meters under high turbidity. The stereo vision algorithm is slightly more robust than laser-line triangulation. Future work will focus on improving the reconstruction and fusion of the two sensing modalities.

SENSORS (2023)

Article Thermodynamics

A two-dimensional design and synthesis method for coordinated control of flexible-operational combined cycle of gas turbine

Nianci Lu, Lei Pan, Simon Pedersen, Ahmad Arabkoohsar

Summary: A novel coordinated control strategy for CCGT is proposed based on a two-dimensional design method of time-scale decomposition and energy-flow coupling analysis. Critical design parameters, such as power assignment ratios and energy storage coefficients, are derived from energy-flow coupling analysis. AGC commands are decomposed into peak-shaving, low-frequency, and high-frequency signals, and a distributed model predictive control is used to synthesize the proposed control strategy for solving large inertia and multivariable control problems.

ENERGY (2023)

Proceedings Paper Engineering, Marine

On Cathodic Protection Monitoring and Inspection of Seabed Pipelines

Patryk Olszewski, Antoni Grabowski, Matej Duncko, Simon Pedersen

Summary: This study provides a review of existing methods for monitoring cathodic protection of seabed pipelines and describes an optimal surveillance method using wireless sensor network and autonomous underwater vehicle.

OCEANS 2023 - LIMERICK (2023)

Proceedings Paper Engineering, Marine

Optical and Acoustic Imaging Comparison in a Controlled Underwater Environment

Fredrik F. Sorensen, Christian Mai, Malte von Benzon, Simon Pedersen, Jesper Liniger

Summary: This study compares the operational limits of two main sensing modalities, sonar and cameras, in a controlled underwater environment. The results show that the stereo camera provides high fidelity measurements up to a turbidity of 1FTU, while the sonar is unaffected by turbidity up to 6FTU.

OCEANS 2023 - LIMERICK (2023)

Proceedings Paper Automation & Control Systems

Investigation of Operating Range of Marine Growth Removing ROV under Offshore Disturbances

Malte von Benzon, Jesper Liniger, Fredrik Fogh Sorensen, Simon Pedersen

Summary: This study examines the operating range of a standard compact ROV subject to external disturbances and analyzes its cleaning performance. The results show that waves have a larger effect on the cleaning performance. To achieve comprehensive cleaning under specific sea and current conditions, the ROV needs to be maintained at a certain depth.

IFAC PAPERSONLINE (2022)

Proceedings Paper Engineering, Marine

On Marine Growth Removal on Offshore Structures

Simon Pedersen, Jesper Liniger, Fredrik F. Sorensen, Malte von Benzon

Summary: This paper discusses the problems caused by marine growth on offshore structures, analyzes the different approaches taken by the O&G and wind industries, proposes potential solutions for the future, and points out that the development of ROV technology will bring significant improvements.

OCEANS 2022 (2022)

Proceedings Paper Engineering, Marine

On the Autonomous Inspection and Classification of Marine Growth on Subsea Structures

Jesper Liniger, Anna Lyhne Jensen, Simon Pedersen, Henrik Sorensen, Christian Mai

Summary: This paper explores the possibilities of increasing automation in marine growth inspection and classification, with specific attention given to sensor technologies and constructing 3D representations of offshore structures. Optical-based methods show potential, but further research is needed to address issues with sunlight and turbidity. Promising approaches in classification using deep learning are identified, however, the lack of relevant image databases for marine growth on offshore structures needs further investigation.

OCEANS 2022 (2022)

暂无数据