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cs.AI2026
Predictive Maintenance for Ultrafiltration Membranes Using Explainable Similarity-Based Prognostics
Qusai Khaled, Laura Genga, Uzay Kaymak
In reverse osmosis desalination, ultrafiltration (UF) membranes degrade due to fouling, leading to performance loss and costly downtime. Most plants rely on scheduled preventive ma…
cs.AI2026
Explainable Uncertainty Quantification for Wastewater Treatment Energy Prediction via Interval Type-2 Neuro-Fuzzy System
Qusai Khaled, Bahjat Mallak, Uzay Kaymak +1
Wastewater treatment plants consume 1-3% of global electricity, making accurate energy forecasting critical for operational optimization and sustainability. While machine learning…
cs.AI2026★ 1 cited
Explainable Fuzzy GNNs for Leak Detection in Water Distribution Networks
Qusai Khaled, Pasquale De Marinis, Moez Louati +3
Timely leak detection in water distribution networks is critical for conserving resources and maintaining operational efficiency. Although Graph Neural Networks (GNNs) excel at cap…