Predicting Membrane Fouling of Submerged Membrane BioreactorWastewater Treatment Plants Using Machine Learning
Published in Environmental Science and Technology, 2025
Machine learning models, incorporating innovative data denoising and training techniques, were developed using extensive operational data from wastewater treatment plants to enable real-time predictions of membrane fouling and support decision-making of full-scale MBR plants.