Precise biofilm thickness prediction in SWRO desalination from planar camera images by DNN models
Year:
2025
DOI:https://doi.org/10.1038/s41545-025-00451-9
Authors:
Henry J. Tanudjaja, Najat A Amin, Adnan Qamar, Sarah Kerdi, Hussain Basamh, Thomas Altmann, Ratul Das, Noreddine Ghaffour
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Seawater Reverse Osmosis (SWRO) Membranes
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Biofilm thickness prediction
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Biofouling detection
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Deep neural networks (DNN)
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Convolutional neural networks (CNN)
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Desalination membranes
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SWRO biofouling
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Membrane fouling analysis
