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From Visualization to Mechanism: Uncovering Early Fouling Dynamics in Nanofiltration through LIF Experiments
Wentao Shang1, Xun Xu1, Yuchen Wang1
1Energy and Electricity Research Center, Jinan University, Zhuhai 519000, China.
Environmental Science & Technology
|August 27, 2025
Summary
Early membrane fouling in nanofiltration (NF) was visualized using laser-induced fluorescence (LIF). Higher cross-flow velocity reduced foulant accumulation, improving NF system efficiency.
Area of Science:
- Membrane Science and Technology
- Water Treatment
- Surface Science
Background:
- Early fouling in nanofiltration (NF) membranes is a critical issue affecting performance and efficiency.
- Real-time characterization of dynamic fouling evolution has been limited.
- Understanding early fouling mechanisms is essential for optimizing NF system design and operation.
Purpose of the Study:
- To visualize and quantify the spatiotemporal development of early fouling in NF membranes.
- To investigate the influence of cross-flow velocity and transmembrane pressure on fouling dynamics.
- To elucidate the dominant forces governing foulant transport during early fouling stages.
Main Methods:
- Utilized laser-induced fluorescence (LIF) technology for real-time visualization and quantification of fouling.
- Employed discrete phase model (DPM) simulations to analyze particle transport and forces.
- Combined experimental data with computational modeling for a comprehensive analysis.
Main Results:
- Higher cross-flow velocity (10 mL/s) significantly mitigated foulant accumulation, stabilizing surface concentration and reducing fouling layer thickness.
- Low velocity (0.1 mL/min) and high pressure (5 bar) led to rapid foulant accumulation.
- Flux derivative analysis and LIF imaging identified transitions from intermediate blocking to cake-like deposition.
- DPM simulations identified Saffman lift and permeation drag as key forces in particle transport.
Conclusions:
- The integrated experimental-computational framework provides novel insights into early fouling mechanisms in NF.
- Cross-flow velocity and transmembrane pressure are critical parameters modulating fouling behavior.
- Findings offer a foundation for developing strategies to enhance fouling control and operational efficiency in water treatment.

