AIMC Topic: Extracellular Polymeric Substance Matrix

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Sludge bound-EPS solubilization enhance CH bioconversion and membrane fouling mitigation in electrochemical anaerobic membrane bioreactor: Insights from continuous operation and interpretable machine learning algorithms.

Water research Aug 9, 2024
Bound extracellular polymeric substances (EPS) are complex, high-molecular-weight polymer mixtures that play a critical role in pore clogging, foulants adhesion, and fouling layer formation during membrane filtration, owing to their adhesive properti...
Machine Learning Waste Disposal, Fluid Anaerobiosis Methane Bioreactors Solubility Sewage Membranes, Artificial Biofouling Extracellular Polymeric Substance Matrix
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Machine learning-optimized advanced oxidation for enhanced sludge dewatering: EPS mechanistic insights and predictive modeling.

Water research Sep 1, 2025
The recalcitrant nature of extracellular polymeric substances (EPS) in sewage sludge severely limits dewatering efficiency. While advanced oxidation processes (AOPs) disrupt EPS matrices, their optimization remains challenging. This study integrates ...
Machine Learning Waste Disposal, Fluid Models, Chemical Water Pollution Sewage Desiccation Predictive Learning Models Extracellular Polymeric Substance Matrix
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