Membrane fouling prediction and uncertainty analysis using machine learning: A wastewater treatment plant case study
David J. Kovacs, Zhong Li, Brian W. Baetz, Youngseck Hong, Sylvain Donnaz, Xiaokun Zhao, Pengxiao Zhou, Huihuang Ding, Qirong Dong
Topics & Concepts
Membrane foulingMean squared errorRandom forestFoulingArtificial neural networkUltrafiltration (renal)HyperparameterComputer scienceEnvironmental scienceArtificial intelligenceMachine learningProcess engineeringEngineeringMembraneMathematicsStatisticsChemistryChromatographyBiochemistryMembrane Separation TechnologiesWater Quality Monitoring TechnologiesMembrane-based Ion Separation Techniques